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Borek AJ, Wanat M, Atkins L, Sallis A, Ashiru-Oredope D, Beech E, Butler CC, Chadborn T, Hopkins S, Jones L, McNulty CAM, Roberts N, Shaw K, Taborn E, Tonkin-Crine S. Optimising antimicrobial stewardship interventions in English primary care: a behavioural analysis of qualitative and intervention studies. BMJ Open 2020; 10:e039284. [PMID: 33334829 PMCID: PMC7747536 DOI: 10.1136/bmjopen-2020-039284] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 10/29/2020] [Accepted: 11/20/2020] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE While various interventions have helped reduce antibiotic prescribing, further gains can be made. This study aimed to identify ways to optimise antimicrobial stewardship (AMS) interventions by assessing the extent to which important influences on antibiotic prescribing are addressed (or not) by behavioural content of AMS interventions. SETTINGS English primary care. INTERVENTIONS AMS interventions targeting healthcare professionals' antibiotic prescribing for respiratory tract infections. METHODS We conducted two rapid reviews. The first included qualitative studies with healthcare professionals on self-reported influences on antibiotic prescribing. The influences were inductively coded and categorised using the Theoretical Domains Framework (TDF). Prespecified criteria were used to identify key TDF domains. The second review included studies of AMS interventions. Data on effectiveness were extracted. Components of effective interventions were extracted and coded using the TDF, Behaviour Change Wheel and Behaviour Change Techniques (BCTs) taxonomy. Using prespecified matrices, we assessed the extent to which BCTs and intervention functions addressed the key TDF domains of influences on prescribing. RESULTS We identified 13 qualitative studies, 41 types of influences on antibiotic prescribing and 6 key TDF domains of influences: 'beliefs about consequences', 'social influences', 'skills', 'environmental context and resources', 'intentions' and 'emotions'. We identified 17 research-tested AMS interventions; nine of them effective and four nationally implemented. Interventions addressed all six key TDF domains of influences. Four of these six key TDF domains were addressed by 50%-67% BCTs that were theoretically congruent with these domains, whereas TDF domain 'skills' was addressed by 24% of congruent BCTs and 'emotions' by none. CONCLUSIONS Further improvement of antibiotic prescribing could be facilitated by: (1) national implementation of effective research-tested AMS interventions (eg, electronic decision support tools, training in interactive use of leaflets, point-of-care testing); (2) targeting important, less-addressed TDF domains (eg, 'skills', 'emotions'); (3) using relevant, under-used BCTs to target key TDF domains (eg, 'forming/reversing habits', 'reducing negative emotions', 'social support'). These could be incorporated into existing, or developed as new, AMS interventions.
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Affiliation(s)
- Aleksandra J Borek
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Marta Wanat
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Louise Atkins
- Centre for Behaviour Change, University College London, London, UK
| | - Anna Sallis
- Behavioural Insights, Public Health England, London, UK
| | - Diane Ashiru-Oredope
- Antimicrobial Resistance and Stewardship and Healthcare Associated Infections (HCAI), Public Health England, London, UK
| | | | - Christopher C Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Tim Chadborn
- Behavioural Insights, Public Health England, London, UK
| | - Susan Hopkins
- Antimicrobial Resistance and Stewardship and Healthcare Associated Infections (HCAI), Public Health England, London, UK
| | - Leah Jones
- Primary Care and Interventions Unit, Public Health England, Gloucester, UK
| | | | - Nia Roberts
- Bodleian Health Care Libraries, University of Oxford, Oxford, UK
| | - Karen Shaw
- Antimicrobial Resistance and Stewardship and Healthcare Associated Infections (HCAI), Public Health England, London, UK
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Esther Taborn
- NHS England and NHS Improvement, London, UK
- NHS East Kent Clinical Commissioning Groups, Canterbury, UK
| | - Sarah Tonkin-Crine
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
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Poss-Doering R, Kühn L, Kamradt M, Stürmlinger A, Glassen K, Andres E, Kaufmann-Kolle P, Wambach V, Bader L, Szecsenyi J, Wensing M. Fostering Appropriate Antibiotic Use in a Complex Intervention: Mixed-Methods Process Evaluation Alongside the Cluster-Randomized Trial ARena. Antibiotics (Basel) 2020; 9:E878. [PMID: 33302559 PMCID: PMC7764260 DOI: 10.3390/antibiotics9120878] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 12/03/2020] [Accepted: 12/07/2020] [Indexed: 01/04/2023] Open
Abstract
The cluster randomized trial ARena (sustainable reduction of antibiotic-induced antimicrobial resistance, 2017-2020) promoted appropriate use of antibiotics for acute non-complicated infections in primary care networks (PCNs) in Germany. A process evaluation assessed determinants of practice and explored factors associated with antibiotic prescribing patterns. This work describes its findings on uptake and impacts of the complex intervention program and indicates potential implementation into routine care. In a nested mixed-methods approach, a three-wave study-specific survey for participating physicians and medical assistants assessed potential impacts and uptake of the complex intervention program. Stakeholders received a one-time online questionnaire to reflect on network-related aspects. Semi-structured, open-ended interviews, with a purposive sample of physicians, medical assistants and stakeholders, explored program component acceptance for daily practice and perceived sustainability of intervention component effects. Intervention components were perceived to be smoothly integrable into practice routines. The highest uptake was reported for educational components: feedback reports, background information, e-learning modules and disease-specific quality circles (QCs). Participation in PCNs was seen as the motivational factor for guideline-oriented patient care and adoption of new routines. Future approaches to fostering appropriate antibiotics use by targeting health literacy competencies and clinician's therapy decisions should combine evidence-based information sources, audit and feedback reports and QCs.
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Affiliation(s)
- Regina Poss-Doering
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
| | - Lukas Kühn
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
| | - Martina Kamradt
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
| | - Anna Stürmlinger
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
| | - Katharina Glassen
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
| | - Edith Andres
- aQua Institut, Maschmuehlenweg 8-10, 37073 Goettingen, Germany; (E.A.); (P.K.-K.)
| | - Petra Kaufmann-Kolle
- aQua Institut, Maschmuehlenweg 8-10, 37073 Goettingen, Germany; (E.A.); (P.K.-K.)
| | - Veit Wambach
- Agentur deutscher Arztnetze e.V., Friedrichstraße 171, 10117 Berlin, Germany;
| | - Lutz Bader
- Kassenärztliche Vereinigung Bayerns (KVB), 80684 München, Germany;
| | - Joachim Szecsenyi
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
- aQua Institut, Maschmuehlenweg 8-10, 37073 Goettingen, Germany; (E.A.); (P.K.-K.)
| | - Michel Wensing
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany; (L.K.); (M.K.); (A.S.); (K.G.); (J.S.); (M.W.)
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Figueiras A, López-Vázquez P, Gonzalez-Gonzalez C, Vázquez-Lago JM, Piñeiro-Lamas M, López-Durán A, Sánchez C, Herdeiro MT, Zapata-Cachafeiro M. Impact of a multifaceted intervention to improve antibiotic prescribing: a pragmatic cluster-randomised controlled trial. Antimicrob Resist Infect Control 2020; 9:195. [PMID: 33287881 PMCID: PMC7722452 DOI: 10.1186/s13756-020-00857-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 11/18/2020] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES This study sought to assess the effectiveness and return on investment (ROI) of a multifaceted intervention aimed at improving antibiotic prescribing for acute respiratory infections in primary care. DESIGN Large-sized, two-arm, open-label, pragmatic, cluster-randomised controlled trial. SETTING All primary care physicians working for the Spanish National Health Service (NHS) in Galicia (region in north-west Spain). PARTICIPANTS The seven spatial clusters were distributed by unequal randomisation (3:4) of the intervention and control groups. A total of 1217 physicians (1.30 million patients) were recruited from intervention clusters and 1393 physicians (1.46 million patients) from control clusters. INTERVENTIONS One-hour educational outreach visits tailored to training needs identified in a previous study; an online course integrated in practice accreditation; and a clinical decision support system. MAIN OUTCOME MEASURES Changes in the ESAC (European Surveillance of Antimicrobial Consumption) quality indicators for outpatient antibiotic use. We used generalised linear mixed and conducted a ROI analysis to ascertain the overall cost savings. RESULTS Median follow-up was 19 months. The adjusted effect on overall antibiotic prescribing attributable to the intervention was - 4.2% (95% CI: - 5.3% to - 3.2%), with this being more pronounced for penicillins - 6.5 (95% CI: - 7.9% to - 5.2%) and for the ratio of consumption of broad- to narrow-spectrum penicillins, cephalosporins, and macrolides - 9.0% (95% CI: - 14.0 to - 4.1%). The cost of the intervention was €87 per physician. Direct savings per physician attributable to the reduction in antibiotic prescriptions was €311 for the NHS and €573 for patient contributions, with an ROI of €2.57 and €5.59 respectively. CONCLUSIONS Interventions designed on the basis of gaps in physicians' knowledge of and attitudes to misprescription can improve antibiotic prescribing and yield important direct cost savings. TRIAL REGISTRATION Current Controlled Trials ISRCTN24158380 . Registered 5 February 2009.
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Affiliation(s)
- Adolfo Figueiras
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, 15786, Santiago de Compostela, Spain.
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública- CIBERESP), Santiago de Compostela, Spain.
- Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.
| | - Paula López-Vázquez
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, 15786, Santiago de Compostela, Spain
| | - Cristian Gonzalez-Gonzalez
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, 15786, Santiago de Compostela, Spain
| | - Juan Manuel Vázquez-Lago
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, 15786, Santiago de Compostela, Spain
| | - María Piñeiro-Lamas
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública- CIBERESP), Santiago de Compostela, Spain
- Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Ana López-Durán
- Department of Clinical Psychology and Psychobiology, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Coro Sánchez
- Pontevedra Primary Care Service, SERGAS Eoxi Pontevedra-Salnés, Pontevedra, Spain
| | - María Teresa Herdeiro
- Department of Medical Sciences & Institute for Biomedicine - iBiMED, University of Aveiro, Aveiro, Portugal
| | - Maruxa Zapata-Cachafeiro
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, 15786, Santiago de Compostela, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública- CIBERESP), Santiago de Compostela, Spain
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Van Hecke O, Lee JJ, Butler CC, Moore M, Tonkin-Crine S. Using evidence-based infographics to increase parents' understanding about antibiotic use and antibiotic resistance: a proof-of-concept study. JAC Antimicrob Resist 2020; 2:dlaa102. [PMID: 34223054 PMCID: PMC8210337 DOI: 10.1093/jacamr/dlaa102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 10/19/2020] [Indexed: 11/12/2022] Open
Abstract
Background Communities need to see antibiotic stewardship campaigns as relevant to enhance understanding of antibiotic use and influence health-seeking behaviour. Yet, campaigns have often not sought input from the public in their development. Objectives To co-produce evidenced-based infographics (EBIs) about antibiotics for common childhood infections and to evaluate their effectiveness at increasing parents’ understanding of antibiotic use. Methods A mixed-methods study with three phases. Phase 1 identified and summarized evidence of antibiotic use for three childhood infections (sore throat, acute cough and otitis media). In phase 2, we co-designed a series of prototype EBIs with parents and a graphic design team (focus groups). Thematic analysis was used to analyse data. Phase 3 assessed the effect of EBIs on parents’ understanding of antibiotic use for the three infections using a national online survey in the UK. Results We iteratively co-produced 10 prototype EBIs. Parents found the evidence displayed in the EBIs novel and relevant to their families. Parents did not favour EBIs that were too medically focused. Parents preferred one health message per EBI. We included eight EBIs in a national survey of parents (n = 998). EBIs improved knowledge by more than a third across the board (34%, IQR 20%–46%, P < 0.001). Respondents confirmed that EBIs were novel and potentially useful, corroborating our focus groups findings. Conclusions Co-designed EBIs have the potential to succinctly change parents’ perceptions about antibiotics for acute respiratory tract infections in children. Further research should test EBIs in real-world settings to assess their reach as a potential public-facing intervention.
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Affiliation(s)
- Oliver Van Hecke
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK
| | - Joseph J Lee
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK
| | - Chris C Butler
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK
| | - Michael Moore
- Primary Care, Population Sciences and Medical Education, University of Southampton, Southampton, UK
| | - Sarah Tonkin-Crine
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK
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Borek AJ, Anthierens S, Allison R, Mcnulty CAM, Anyanwu PE, Costelloe C, Walker AS, Butler CC, Tonkin-Crine S. Social and Contextual Influences on Antibiotic Prescribing and Antimicrobial Stewardship: A Qualitative Study with Clinical Commissioning Group and General Practice Professionals. Antibiotics (Basel) 2020; 9:E859. [PMID: 33271843 PMCID: PMC7759918 DOI: 10.3390/antibiotics9120859] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 11/20/2020] [Accepted: 11/26/2020] [Indexed: 12/25/2022] Open
Abstract
Antibiotic prescribing in England varies considerably between Clinical Commissioning Groups (CCGs) and general practices. We aimed to assess social and contextual factors affecting antibiotic prescribing and engagement with antimicrobial stewardship (AMS) initiatives. Semi-structured telephone interviews were conducted with 22 CCG professionals and 19 general practice professionals. Interviews were audio-recorded, transcribed, and analyzed thematically. Social/contextual influences were grouped into the following four categories: (1) Immediate context, i.e., patients' social characteristics (e.g., deprivation and culture), clinical factors, and practice and clinician characteristics (e.g., "struggling" with staff shortage/turnover) were linked to higher prescribing. (2) Wider context, i.e., pressures on the healthcare system, limited resources, and competing priorities were seen to reduce engagement with AMS. (3) Collaborative and whole system approaches, i.e., communication, multidisciplinary networks, leadership, and teamwork facilitated prioritizing AMS, learning, and consistency. (4) Relativity of appropriate prescribing, i.e., "high" or "appropriate" prescribing was perceived as relative, depending on comparators, and disregarding different contexts, but social norms around antibiotic use among professionals and patients seemed to be changing. Further optimization of antibiotic prescribing would benefit from addressing social/contextual factors and addressing wider health inequalities, not only targeting individual clinicians. Tailoring and adapting to local contexts and constraints, ensuring adequate time and resources for AMS, and collaborative, whole system approaches to promote consistency may help promote AMS.
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Affiliation(s)
- Aleksandra J. Borek
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford OX2 6GG, UK; (C.C.B.); (S.T.-C.)
| | - Sibyl Anthierens
- Department of Family Medicine and Population Health, University of Antwerp, 2610 Antwerp, Belgium;
| | - Rosalie Allison
- Primary Care and Interventions Unit, Public Health England, Gloucester GL1 1DQ, UK; (R.A.); (C.A.M.M.)
| | - Cliodna A. M. Mcnulty
- Primary Care and Interventions Unit, Public Health England, Gloucester GL1 1DQ, UK; (R.A.); (C.A.M.M.)
| | - Philip E. Anyanwu
- Department of Primary Care and Public Health, Imperial College London, London W6 8RP, UK; (P.E.A.); (C.C.)
- School of Medicine, College of Biomedical and Life Sciences, Cardiff University, Cardiff CF14 4XN, UK
| | - Ceire Costelloe
- Department of Primary Care and Public Health, Imperial College London, London W6 8RP, UK; (P.E.A.); (C.C.)
| | - Ann Sarah Walker
- National Institute for Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, Oxford OX3 9DU, UK;
- National Institute for Health Research Biomedical Research Centre, Oxford OX3 9DU, UK
- Nuffield Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Christopher C. Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford OX2 6GG, UK; (C.C.B.); (S.T.-C.)
- National Institute for Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, Oxford OX3 9DU, UK;
| | - Sarah Tonkin-Crine
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford OX2 6GG, UK; (C.C.B.); (S.T.-C.)
- National Institute for Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, Oxford OX3 9DU, UK;
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C-reactive protein cut-offs used for acute respiratory infections in Danish general practice. BJGP Open 2020; 5:bjgpopen20X101136. [PMID: 33234515 PMCID: PMC7960524 DOI: 10.3399/bjgpopen20x101136] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 07/29/2020] [Indexed: 11/25/2022] Open
Abstract
Background GPs can use the C-reactive protein (CRP) point-of-care test (POCT) to assist when deciding whether to prescribe antibiotics for patients with acute respiratory tract infections (RTIs). Aim To estimate the CRP cut-off levels that Danish GPs use to guide antibiotic prescribing for patients presenting with different signs and symptoms of RTIs. Design & setting A cross-sectional study conducted in general practice in Denmark. Method During the winters of 2017 and 2018, 143 GPs and their staff registered consecutive patients with symptoms of an RTI according to the Audit Project Odense (APO) method. CRP cut-offs were estimated as the lowest level at which half of the patients were prescribed an antibiotic. Results In total, 7813 patients were diagnosed with an RTI, of whom 4617 (59%) had a CRP test performed. At least 25% of the patients were prescribed an antibiotic when the CRP level was >20 mg/L, at least 50% when CRP was >40 mg/L, and at least 75% when CRP was >50 mg/L. Lower thresholds were identified for patients aged ≥65 years and those presenting with a fever, poor general appearance, dyspnoea, abnormal lung auscultation, or ear/facial pain, and if the duration of symptoms was either short (≤1 day) or long (>14 days). Conclusion More than half of patients presenting to Danish general practice with symptoms of an RTI have a CRP test performed. At CRP levels >40 mg/L, the majority of patients have an antibiotic prescribed.
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Antibiotic Use and Antibiotic Resistance: Public Awareness Survey in the Republic of Cyprus. Antibiotics (Basel) 2020; 9:antibiotics9110759. [PMID: 33143207 PMCID: PMC7692346 DOI: 10.3390/antibiotics9110759] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 10/21/2020] [Accepted: 10/29/2020] [Indexed: 02/07/2023] Open
Abstract
We aimed to assess the knowledge and understanding of antibiotic use and resistance in the general population of Cyprus, in order to inform future antibiotic awareness campaigns with local evidence. Cross-sectional survey following the methodology of the “Antibiotic resistance: Multi-country public awareness survey” of the World Health Organization, during December 2019–January 2020. A total of 614 respondents participated: 64.3% were female and most were aged 35–44 years (33.2%) or 25–34 years (31.8%). One-third had used antibiotics >1 year ago and 91.6% reported receiving advice on appropriate use from a medical professional. Despite high awareness on correct use of antibiotics, lack of knowledge was noted for specific indications, where approximately one-third believed that viral infections respond to antibiotics and 70.7% lack understanding of how antibiotic resistance develops. Higher education graduates exhibited significantly higher knowledge rates. As high as 72.3% were informed about “antibiotic resistant bacteria” from healthcare professionals or social media. Most agreed on the usefulness of most suggested actions to address antibiotic resistance, with higher proportions acknowledging the role of prescribers. Up to 47% could not identify their role in decreasing antibiotic resistance. Our study provides local evidence to inform future efforts in a country characterized by high antibiotic consumption rates.
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Yao L, Yin J, Huo R, Yang D, Shen L, Wen S, Sun Q. The effects of the primary health care providers' prescription behavior interventions to improve the rational use of antibiotics: a systematic review. Glob Health Res Policy 2020; 5:45. [PMID: 33088917 PMCID: PMC7568391 DOI: 10.1186/s41256-020-00171-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 09/08/2020] [Indexed: 01/21/2023] Open
Abstract
Background Irrational antibiotics use in clinical prescription, especially in primary health care (PHC) is accelerating the spread of antibiotics resistance (ABR) around the world. It may be greatly useful to improve the rational use of antibiotics by effectively intervening providers' prescription behaviors in PHC. This study aimed to systematically review the interventions targeted to providers' prescription behaviors in PHC and its' effects on improving the rational use of antibiotics. Methods The literatures were searched in Ovid Medline, Web of Science, PubMed, Cochrane Library, and two Chinese databases with a time limit from January 1st, 1998 to December 1st, 2018. The articles included in our review were randomized control trial, controlled before-and-after studies and interrupted time series, and the main outcomes measured in these articles were providers' prescription behaviors. The Cochrane Collaboration criteria were used to assess the risk of bias of the studies by two reviewers. Narrative analysis was performed to analyze the effect size of interventions. Results A total of 4422 studies were identified in this study and 17 of them were included in the review. Among 17 included studies, 13 studies were conducted in the Europe or in the United States, and the rest were conducted in low-income and-middle-income countries (LMICs). According to the Cochrane Collaboration criteria, 12 studies had high risk of bias and 5 studies had medium risk of bias. There was moderate-strength evidence that interventions targeted to improve the providers' prescription behaviors in PHC decreased the antibiotics prescribing and improved the rational use of antibiotics. Conclusions Interventions targeted PHC providers' prescription behaviours could be an effective way to decrease the use of antibiotics in PHC and to promote the rational use of antibiotics. However, we cannot compare the effects between different interventions because of heterogeneity of interventions and outcome measures.
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Affiliation(s)
- Lu Yao
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China.,Cangzhou Central Hospital, Cangzhou, 061001 Hebei China
| | - Jia Yin
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China
| | - Ruiting Huo
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China
| | - Ding Yang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China
| | - Liyan Shen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China
| | - Shuqin Wen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China
| | - Qiang Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012 China.,NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012 China
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Boiko O, Burgess C, Fox R, Ashworth M, Gulliford MC. Risks of use and non-use of antibiotics in primary care: qualitative study of prescribers' views. BMJ Open 2020; 10:e038851. [PMID: 33077568 PMCID: PMC7574941 DOI: 10.1136/bmjopen-2020-038851] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 09/22/2020] [Accepted: 09/23/2020] [Indexed: 12/18/2022] Open
Abstract
PURPOSE The emergence of antimicrobial resistance has led to increasing efforts to reduce unnecessary use of antibiotics in primary care, but potential hazards from bacterial infection continue to cause concern. This study investigated how primary care prescribers perceive risk and safety concerns associated with reduced antibiotic prescribing. METHODS Qualitative study using semistructured interviews conducted with primary care prescribers from 10 general practices in an urban area and a shire town in England. A thematic analysis was conducted. RESULTS Thirty participants were recruited, including twenty-three general practitioners, five nurses and two pharmacists. Three main themes were identified: risk assessment, balancing treatment risks and negotiating decisions and risks. Respondents indicated that their decisions were grounded in clinical risk assessment, but this was informed by different approaches to antibiotic use, with most leaning towards reduced prescribing. Prescribers' perceptions of risk included the consequences of both inappropriate prescribing and inappropriate withholding of antibiotics. Sepsis was viewed as the most concerning potential outcome of non-prescribing, leading to possible patient harm and potential litigation. Risks of antibiotic prescribing included antibiotic resistant and Clostridium difficile infections, as well as side effects, such as rashes, that might lead to possible mislabelling as antibiotic allergy. Prescribers elicited patient preferences for use or avoidance of antibiotics to inform management strategies, which included educational advice, advice on self-management including warning signs, use of delayed prescriptions and safety netting. CONCLUSIONS Attitudes towards antibiotic prescribing are evolving, with reduced antibiotic prescribing now being approached more systematically. The safety trade-offs associated with either use or non-use of antibiotics present difficulties especially when prescribing decisions are inconsistent with patients' expectations.
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Affiliation(s)
- Olga Boiko
- School of Population Health and Environmental Sciences, King's College London, London, UK
| | - Caroline Burgess
- School of Population Health and Environmental Sciences, King's College London, London, UK
| | - Robin Fox
- Bicester Health Centre, Bicester, Oxfordshire, UK
| | - Mark Ashworth
- School of Population Health and Environmental Sciences, King's College London, London, UK
| | - Martin C Gulliford
- School of Population Health and Environmental Sciences, King's College London, London, UK
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Pluddemann A. C reactive protein testing to guide antibiotic therapy for COPD exacerbations. BMJ Evid Based Med 2020; 25:182. [PMID: 31744809 DOI: 10.1136/bmjebm-2019-111294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/04/2019] [Indexed: 11/04/2022]
Affiliation(s)
- Annette Pluddemann
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Martínez-González NA, Keizer E, Plate A, Coenen S, Valeri F, Verbakel JYJ, Rosemann T, Neuner-Jehle S, Senn O. Point-of-Care C-Reactive Protein Testing to Reduce Antibiotic Prescribing for Respiratory Tract Infections in Primary Care: Systematic Review and Meta-Analysis of Randomised Controlled Trials. Antibiotics (Basel) 2020; 9:antibiotics9090610. [PMID: 32948060 PMCID: PMC7559694 DOI: 10.3390/antibiotics9090610] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 09/11/2020] [Accepted: 09/12/2020] [Indexed: 11/16/2022] Open
Abstract
C-reactive protein (CRP) point-of-care testing (POCT) is increasingly being promoted to reduce diagnostic uncertainty and enhance antibiotic stewardship. In primary care, respiratory tract infections (RTIs) are the most common reason for inappropriate antibiotic prescribing, which is a major driver for antibiotic resistance. We systematically reviewed the available evidence on the impact of CRP-POCT on antibiotic prescribing for RTIs in primary care. Thirteen moderate to high-quality studies comprising 9844 participants met our inclusion criteria. Meta-analyses showed that CRP-POCT significantly reduced immediate antibiotic prescribing at the index consultation compared with usual care (RR 0.79, 95%CI 0.70 to 0.90, p = 0.0003, I2 = 76%) but not during 28-day (n = 7) follow-up. The immediate effect was sustained at 12 months (n = 1). In children, CRP-POCT reduced antibiotic prescribing when CRP (cut-off) guidance was provided (n = 2). Meta-analyses showed significantly higher rates of re-consultation within 30 days (n = 8, 1 significant). Clinical recovery, resolution of symptoms, and hospital admissions were not significantly different between CRP-POCT and usual care. CRP-POCT can reduce immediate antibiotic prescribing for RTIs in primary care (number needed to (NNT) for benefit = 8) at the expense of increased re-consultations (NNT for harm = 27). The increase in re-consultations and longer-term effects of CRP-POCT need further evaluation. Overall, the benefits of CRP-POCT outweigh the potential harms (NNTnet = 11).
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Affiliation(s)
- Nahara Anani Martínez-González
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
- Department of Health Sciences and Medicine, University of Lucerne, Frohburgstrasse 3, PO Box 4466, CH-6002 Lucerne, Switzerland
- Correspondence:
| | - Ellen Keizer
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
| | - Andreas Plate
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
| | - Samuel Coenen
- Centre for General Practice, Department of Family Medicine & Population Health (FAMPOP), University of Antwerp-Campus Drie Eiken, Doornstraat 331, 2610 Antwerp (Wilrijk), Belgium;
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute (VAXINFECTIO), University of Antwerp-Campus Drie Eiken, Universiteitsplein 1, 2610 Antwerp (Wilrijk), Belgium
| | - Fabio Valeri
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
| | - Jan Yvan Jos Verbakel
- EPI-Centre, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 33, 3000 Leuven, Belgium;
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Radcliffe Primary Care Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford OX2 6GG, UK
| | - Thomas Rosemann
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
| | - Stefan Neuner-Jehle
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
| | - Oliver Senn
- Institute of Primary Care, University of Zurich and University Hospital of Zurich, Pestalozzistrasse 24, CH-8091 Zurich, Switzerland; (E.K.); (A.P.); (F.V.); (T.R.); (S.N.-J.); (O.S.)
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Hawes L, Buising K, Mazza D. Antimicrobial Stewardship in General Practice: A Scoping Review of the Component Parts. Antibiotics (Basel) 2020; 9:E498. [PMID: 32784918 PMCID: PMC7459857 DOI: 10.3390/antibiotics9080498] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 08/02/2020] [Accepted: 08/05/2020] [Indexed: 02/07/2023] Open
Abstract
There is no published health-system-wide framework to guide antimicrobial stewardship (AMS) in general practice. The aim of this scoping review was to identify the component parts necessary to inform a framework to guide AMS in general practice. Six databases and nine websites were searched. The sixteen papers included were those that reported on AMS in general practice in a country where antibiotics were available by prescription from a registered provider. Six multidimensional components were identified: 1. Governance, including a national action plan with accountability, prescriber accreditation, and practice level policies. 2. Education of general practitioners (GPs) and the public about AMS and antimicrobial resistance (AMR). 3. Consultation support, including decision support with patient information resources and prescribing guidelines. 4. Pharmacist and nurse involvement. 5. Monitoring of antibiotic prescribing and AMR with feedback to GPs. 6. Research into gaps in AMS and AMR evidence with translation into practice. This framework for AMS in general practice identifies health-system-wide components to support GPs to improve the quality of antibiotic prescribing. It may assist in the development and evaluation of AMS interventions in general practice. It also provides a guide to components for inclusion in reports on AMS interventions.
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Affiliation(s)
- Lesley Hawes
- Department of General Practice, School of Primary and Allied Health Care, Monash University, Level 1, 270 Ferntree Gully Road, Notting Hill, Victoria 3168, Australia;
- National Centre for Antimicrobial Stewardship, The Peter Doherty Institute for Infection and Immunity, Level 5, 792 Elizabeth Street Melbourne, Victoria 3000, Australia;
| | - Kirsty Buising
- National Centre for Antimicrobial Stewardship, The Peter Doherty Institute for Infection and Immunity, Level 5, 792 Elizabeth Street Melbourne, Victoria 3000, Australia;
- Acting Director, Victorian Infectious Diseases Service, Royal Melbourne Hospital, 300 Grattan St, Parkville, Victoria 3050, Australia
| | - Danielle Mazza
- Department of General Practice, School of Primary and Allied Health Care, Monash University, Level 1, 270 Ferntree Gully Road, Notting Hill, Victoria 3168, Australia;
- National Centre for Antimicrobial Stewardship, The Peter Doherty Institute for Infection and Immunity, Level 5, 792 Elizabeth Street Melbourne, Victoria 3000, Australia;
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Yoong SL, Hall A, Stacey F, Grady A, Sutherland R, Wyse R, Anderson A, Nathan N, Wolfenden L. Nudge strategies to improve healthcare providers' implementation of evidence-based guidelines, policies and practices: a systematic review of trials included within Cochrane systematic reviews. Implement Sci 2020; 15:50. [PMID: 32611354 PMCID: PMC7329401 DOI: 10.1186/s13012-020-01011-0] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 06/16/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Nudge interventions are those that seek to modify the social and physical environment to enhance capacity for subconscious behaviours that align with the intrinsic values of an individual, without actively restricting options. This study sought to describe the application and effects of nudge strategies on clinician implementation of health-related guidelines, policies and practices within studies included in relevant Cochrane systematic reviews. METHODS As there is varied terminology used to describe nudge, this study examined studies within relevant systematic reviews. A two-stage screening process was undertaken where, firstly, all systematic reviews published in the Cochrane Library between 2016 and 2018 were screened to identify reviews that included quantitative studies to improve implementation of guidelines among healthcare providers. Secondly, individual studies within relevant systematic reviews were included if they were (i) randomised controlled trials (RCTs), (ii) included a nudge strategy in at least one intervention arm, and (iii) explicitly aimed to improve clinician implementation behaviour. We categorised nudge strategies into priming, salience and affect, default, incentives, commitment and ego, and norms and messenger based on the Mindspace framework. SYNTHESIS The number and percentage of trials using each nudge strategy was calculated. Due to substantial heterogeneity, we did not undertake a meta-analysis. Instead, we calculated within-study point estimates and 95% confidence intervals, and used a vote-counting approach to explore effects. RESULTS Seven reviews including 42 trials reporting on 57 outcomes were included. The most common nudge strategy was priming (69%), then norms and messenger (40%). Of the 57 outcomes, 86% had an effect on clinician behaviour in the hypothesised direction, and 53% of those were statistically significant. For continuous outcomes, the median effect size was 0.39 (0.22, 0.45), while for dichotomous outcomes the median Odds Ratio was 1.62 (1.13, 2.76). CONCLUSIONS This review of 42 RCTs included in Cochrane systematic reviews found that the impact of nudge strategies on clinician behaviour was at least comparable to other interventions targeting implementation of evidence-based guidelines. While uncertainty remains, the review provides justification for ongoing investigation of the evaluation and application of nudge interventions to support provider behaviour change. TRIAL REGISTRATION This review was not prospectively registered.
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Affiliation(s)
- Sze Lin Yoong
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia.
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia.
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia.
- Priority Research Centre for Health Behaviour, The University of Newcastle, Callaghan, New South Wales, 2308, Australia.
| | - Alix Hall
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
| | - Fiona Stacey
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia
| | - Alice Grady
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
- Priority Research Centre for Health Behaviour, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
| | - Rachel Sutherland
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
- Priority Research Centre for Health Behaviour, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
| | - Rebecca Wyse
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
- Priority Research Centre for Health Behaviour, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
| | - Amy Anderson
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
| | - Nicole Nathan
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
- Priority Research Centre for Health Behaviour, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
| | - Luke Wolfenden
- Hunter New England Population Health, University of Newcastle, Locked Bag 10, Wallsend, New South Wales, 2287, Australia
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, 2300, Australia
- Priority Research Centre for Health Behaviour, The University of Newcastle, Callaghan, New South Wales, 2308, Australia
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Hammond A, Stuijfzand B, Avison MB, Hay AD. Antimicrobial resistance associations with national primary care antibiotic stewardship policy: Primary care-based, multilevel analytic study. PLoS One 2020; 15:e0232903. [PMID: 32407346 PMCID: PMC7224529 DOI: 10.1371/journal.pone.0232903] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 04/23/2020] [Indexed: 12/11/2022] Open
Abstract
Background Recent UK antibiotic stewardship policies have resulted in significant changes in primary care dispensing, but whether this has impacted antimicrobial resistance is unknown. Aim To evaluate associations between changes in primary care dispensing and antimicrobial resistance in community-acquired urinary Escherichia coli infections. Methods Multilevel logistic regression modelling investigating relationships between primary care practice level antibiotic dispensing for approximately 1.5 million patients in South West England and resistance in 152,704 community-acquired urinary E. coli between 2013 and 2016. Relationships presented for within and subsequent quarter drug-bug pairs, adjusted for patient age, deprivation, and rurality. Results In line with national trends, overall antibiotic dispensing per 1000 registered patients fell 11%. Amoxicillin fell 14%, cefalexin 20%, ciprofloxacin 24%, co-amoxiclav 49% and trimethoprim 8%. Nitrofurantoin increased 7%. Antibiotic reductions were associated with reduced within quarter same-antibiotic resistance to: amoxicillin, ciprofloxacin and trimethoprim. Subsequent quarter reduced resistance was observed for trimethoprim and amoxicillin. Antibiotic dispensing reductions were associated with increased within and subsequent quarter resistance to cefalexin and co-amoxiclav. Increased nitrofurantoin dispensing was associated with reduced within and subsequent quarter trimethoprim resistance without affecting nitrofurantoin resistance. Conclusions This evaluation of a national primary care stewardship policy on antimicrobial resistance in the community suggests both hoped-for benefits and unexpected harms. Some increase in resistance to cefalexin and co-amoxiclav could result from residual confounding. Randomised controlled trials are urgently required to investigate causality.
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Affiliation(s)
- Ashley Hammond
- Centre for Academic Primary Care, Bristol Medical School, University of Bristol, Bristol, England, United Kingdom
- * E-mail:
| | - Bobby Stuijfzand
- Jean Golding Institute, Royal Fort House, University of Bristol, Bristol, England, United Kingdom
| | - Matthew B. Avison
- School of Cellular & Molecular Medicine, University of Bristol, Bristol, England, United Kingdom
| | - Alastair D. Hay
- Centre for Academic Primary Care, Bristol Medical School, University of Bristol, Bristol, England, United Kingdom
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Optimising management of UTIs in primary care: a qualitative study of patient and GP perspectives to inform the development of an evidence-based, shared decision-making resource. Br J Gen Pract 2020; 70:e330-e338. [PMID: 32041765 PMCID: PMC7015159 DOI: 10.3399/bjgp20x708173] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 08/22/2019] [Indexed: 11/23/2022] Open
Abstract
Background Urinary tract infections (UTIs) are one of the most common bacterial infections managed in general practice. Many women with symptoms of uncomplicated UTI may not benefit meaningfully from antibiotic treatment, but the evidence base is complex and there is no suitable shared decision-making resource to guide antibiotic treatment and symptomatic care for use in general practice consultations. Aim To develop an evidence-based, shared decision-making intervention leaflet to optimise management of uncomplicated UTI for women aged <65 years in the primary care setting. Design and setting Qualitative telephone interviews with GPs and patient focus group interviews. Method In-depth interviews were conducted to explore how consultation discussions around diagnosis, antibiotic use, self-care, safety netting, and prevention of UTI could be improved. Interview schedules were based on the Theoretical Domains Framework. Results Barriers to an effective joint consultation and appropriate prescribing included: lack of GP time, misunderstanding of depth of knowledge and miscommunication between the patient and the GP, nature of the consults (such as telephone consultations), and a history of previous antibiotic therapy. Conclusion Consultation time pressures combined with late symptom presentation are a challenge for even the most experienced of GPs: however, it is clear that enhanced patient–clinician shared decision making is urgently required when it comes to UTIs. This communication should incorporate the provision of self-care, safety netting, and preventive advice to help guide patients when to consult. A shared decision-making information leaflet was iteratively co-produced with patients, clinicians, and researchers at Public Health England using study data.
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66
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Arnolda G, Hibbert P, Ting HP, Molloy C, Wiles L, Warwick M, Snelling T, Homaira N, Jaffe A, Braithwaite J. Assessing the appropriateness of paediatric antibiotic overuse in Australian children: a population-based sample survey. BMC Pediatr 2020; 20:185. [PMID: 32331515 PMCID: PMC7181474 DOI: 10.1186/s12887-020-02052-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 03/26/2020] [Indexed: 01/02/2023] Open
Abstract
Background Infections caused by antibiotic resistant pathogens are increasing, with antibiotic overuse a key contributing factor. Objective The CareTrack Kids (CTK) team assessed the care of children in Australia aged 0–15 years in 2012 and 2013 to determine the proportion of care in line with clinical practice guidelines (CPGs) for 17 common conditions. This study analyses indicators relating to paediatric antibiotic overuse to identify those which should be prioritised by antimicrobial stewardship and clinical improvement programs. Method A systematic search was undertaken for national and international CPGs relevant to 17 target conditions for Australian paediatric care in 2012–2013. Recommendations were screened and ratified by reviewers. The sampling frame comprised three states containing 60% of the Australian paediatric population (South Australia, New South Wales and Queensland). Multi-stage cluster sampling was used to select general practices, specialist paediatric practices, emergency departments and hospital inpatient services, and medical records within these. Medical records were reviewed by experienced paediatric nurses, trained to assess eligibility for indicator assessment and compliance with indicators. Adherence rates were estimated. Results Ten antibiotic overuse indicators were identified; three for tonsillitis and one each for seven other conditions. A total of 2621 children were assessed. Estimated adherence for indicators ranged from 13.8 to 99.5% while the overall estimate of compliance was 61.9% (95% CI: 47.8–74.7). Conditions with high levels of appropriate avoidance of antibiotics were gastroenteritis and atopic eczema without signs of infection, bronchiolitis and croup. Indicators with less than 50% adherence were asthma exacerbation in children aged > 2 years (47.1%; 95% CI: 33.4–61.1), sore throat with no other signs of tonsillitis (40.9%; 95% CI: 16.9, 68.6), acute otitis media in children aged > 12 months who were mildly unwell (13.8%; 95% CI: 5.1, 28.0), and sore throat and associated cough in children aged < 4 years (14.3%; 95% CI: 9.9, 19.7). Conclusion The results of this study identify four candidate indicators (two for tonsillitis, one for otitis media and one for asthma) for monitoring by antibiotic stewardship and clinical improvement programs in ambulatory and hospital paediatric care, and intervention if needed.
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Affiliation(s)
- Gaston Arnolda
- Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, New South Wales, 2109, Australia
| | - Peter Hibbert
- Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, New South Wales, 2109, Australia.,Australian Centre for Precision Health, University of South Australia Cancer Research Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Hsuen P Ting
- Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, New South Wales, 2109, Australia
| | - Charli Molloy
- Australian Centre for Precision Health, University of South Australia Cancer Research Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Louise Wiles
- Australian Centre for Precision Health, University of South Australia Cancer Research Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Meagan Warwick
- Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, New South Wales, 2109, Australia
| | - Tom Snelling
- Perth Children's Hospital, Nedlands, Western Australia, Australia
| | - Nusrat Homaira
- Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia.,Respiratory Department, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Adam Jaffe
- Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia.,Respiratory Department, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Jeffrey Braithwaite
- Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, New South Wales, 2109, Australia.
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Schwartz KL, Langford BJ, Daneman N, Chen B, Brown KA, McIsaac W, Tu K, Candido E, Johnstone J, Leung V, Hwee J, Silverman M, Wu JHC, Garber G. Unnecessary antibiotic prescribing in a Canadian primary care setting: a descriptive analysis using routinely collected electronic medical record data. CMAJ Open 2020; 8:E360-E369. [PMID: 32381687 PMCID: PMC7207032 DOI: 10.9778/cmajo.20190175] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Unnecessary antibiotic use in the community in Canada is not well defined. Our objective was to quantify unnecessary antibiotic prescribing in a Canadian primary care setting. METHODS We performed a descriptive analysis in Ontario from April 2011 to March 2016 using the Electronic Medical Records Primary Care database linked to other health administrative data sets at ICES. We determined antibiotic prescribing rates (per 100 patient-physician encounters) for 23 common conditions and estimated rates of unnecessary prescribing using predefined expected prescribing rates, both stratified by condition and patient age group. RESULTS The study included 341 physicians, 204 313 patients and 499 570 encounters. The rate of unnecessary antibiotic prescribing for included conditions was 15.4% overall and was 17.6% for those less than 2 years of age, 18.6% for those aged 2-18, 14.5% for those aged 19-64 and 13.0% for those aged 65 or more. The highest unnecessary prescribing rates were observed for acute bronchitis (52.6%), acute sinusitis (48.4%) and acute otitis media (39.3%). The common cold, acute bronchitis, acute sinusitis and miscellaneous nonbacterial infections were responsible for 80% of the unnecessary antibiotic prescriptions. Of all antibiotics prescribed, 12.0% were for conditions for which they are never indicated, and 12.3% for conditions for which they are rarely indicated. In children, 25% of antibiotics were for conditions for which they are never indicated (e.g., common cold). INTERPRETATION Antibiotics were prescribed unnecessarily for 15.4% of included encounters in a Canadian primary care setting. Almost one-quarter of antibiotics were prescribed for conditions for which they are rarely or never indicated. These findings should guide safe reductions in the use of antibiotics for the common cold, bronchitis and sinusitis.
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Affiliation(s)
- Kevin L Schwartz
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont.
| | - Bradley J Langford
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Nick Daneman
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Branson Chen
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Kevin A Brown
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Warren McIsaac
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Karen Tu
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Elisa Candido
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Jennie Johnstone
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Valerie Leung
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Jeremiah Hwee
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Michael Silverman
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Julie H C Wu
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
| | - Gary Garber
- Public Health Ontario (Schwartz, Langford, Brown, Johnstone, Leung, Wu, Garber); ICES Central (Schwartz, Daneman, Chen, Brown, Candido); Unity Health Network (Langford), St. Joseph Health Centre; Sunnybrook Research Institute (Daneman); Ray D. Wolfe Department of Family Medicine (McIsaac), Sinai Health System; Departments of Family & Community Medicine (McIsaac, Tu) and Laboratory Medicine and Pathobiology (Johnstone), University of Toronto; North York General Hospital (Tu); Toronto Western Hospital Family Health Team (Tu), University Health Network; Toronto East Health Network (Leung), Michael Garron Hospital; Dalla Lana School of Public Health (Hwee), University of Toronto, Toronto, Ont.; Institute for Better Health (Hwee), Trillium Health Partners, Mississauga, Ont.; London Health Sciences Centre (Silverman), London, Ont.; Ottawa Hospital Research Institute (Garber); Department of Medicine (Garber), University of Ottawa, Ottawa, Ont
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68
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Raban MZ, Gasparini C, Li L, Baysari MT, Westbrook JI. Effectiveness of interventions targeting antibiotic use in long-term aged care facilities: a systematic review and meta-analysis. BMJ Open 2020; 10:e028494. [PMID: 31924627 PMCID: PMC6955563 DOI: 10.1136/bmjopen-2018-028494] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVES There are high levels of inappropriate antibiotic use in long-term care facilities (LTCFs). Our objective was to examine evidence of the effectiveness of interventions designed to reduce antibiotic use and/or inappropriate use in LTCFs. DESIGN Systematic review and meta-analysis. DATA SOURCES MEDLINE, Embase and CINAHL from 1997 until November 2018. ELIGIBILITY CRITERIA Controlled and uncontrolled studies in LTCFs measuring intervention effects on rates of overall antibiotic use and/or appropriateness of use were included. Secondary outcomes were intervention implementation barriers from process evaluations. DATA EXTRACTION AND SYNTHESIS Two reviewers independently applied the Cochrane Effective Practice and Organisation of Care group's resources to classify interventions and assess risk of bias. Meta-analyses used random effects models to pool results. RESULTS Of include studies (n=19), 10 had a control group and 17 had a high risk of bias. All interventions had multiple components. Eight studies (with high risk of bias) showed positive impacts on outcomes and included one of the following interventions: audit and feedback, introduction of care pathways or an infectious disease team. Meta-analyses on change in the percentage of residents on antibiotics (pooled relative risk (RR) (three studies, 6862 residents): 0.85, 95% CI: 0.61 to 1.18), appropriateness of decision to treat with antibiotics (pooled RR (three studies, 993 antibiotic orders): 1.10, 95% CI: 0.64 to 1.91) and appropriateness of antibiotic selection for respiratory tract infections (pooled RR (three studies, 292 orders): 1.15, 95% CI: 0.95 to 1.40), showed no significant intervention effects. However, meta-analyses only included results from intervention groups since most studies lacked a control group. Insufficient data prevented meta-analysis on other outcomes. Process evaluations (n=7) noted poor intervention adoption, low physician engagement and high staff turnover as barriers. CONCLUSIONS There is insufficient evidence that interventions employed to date are effective at improving antibiotic use in LTCFs. Future studies should use rigorous study designs and tailor intervention implementation to the setting.
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Affiliation(s)
- Magdalena Z Raban
- Faculty of Medicine and Health Sciences, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Claudia Gasparini
- Faculty of Medicine and Health Sciences, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Ling Li
- Faculty of Medicine and Health Sciences, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Melissa T Baysari
- Faculty of Medicine and Health Sciences, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- Faculty of Health Sciences, The University of Sydney, Sydney, New South Wales, Australia
| | - Johanna I Westbrook
- Faculty of Medicine and Health Sciences, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
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69
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Ruiz R, Moragas A, Trapero-Bertran M, Sisó A, Berenguera A, Oliva G, Borràs-Santos A, García-Sangenís A, Puig-Junoy J, Cots JM, Morros R, Mora T, Lanau-Roig A, Monfà R, Troncoso A, Abellana RM, Gálvez P, Medina-Perucha L, Bjerrum L, Amo I, Barragán N, Llor C. Effectiveness and cost-effectiveness of Improving clinicians' diagnostic and communication Skills on Antibiotic prescribing Appropriateness in patients with acute Cough in primary care in CATalonia (the ISAAC-CAT study): study protocol for a cluster randomised controlled trial. Trials 2019; 20:740. [PMID: 31847912 PMCID: PMC6918568 DOI: 10.1186/s13063-019-3727-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 09/13/2019] [Indexed: 12/02/2022] Open
Abstract
Background Despite their marginal benefit, about 60% of acute lower respiratory tract infections (ALRTIs) are currently treated with antibiotics in Catalonia. This study aims to evaluate the effectiveness and efficiency of a continuous disease-focused intervention (C-reactive protein [CRP]) and an illness-focused intervention (enhancement of communication skills to optimise doctor-patient consultations) on antibiotic prescribing in patients with ALRTIs in Catalan primary care centres. Methods/design A cluster randomised, factorial, controlled trial aimed at including 20 primary care centres (N = 2940 patients) with patients older than 18 years of age presenting for a first consultation with an ALRTI will be included in the study. Primary care centres will be identified on the basis of socioeconomic data and antibiotic consumption. Centres will be randomly assigned according to hierarchical clustering to any of four trial arms: usual care, CRP testing, enhanced communication skills backed up with patient leaflets, or combined interventions. A cost-effectiveness and cost-utility analysis will be performed from the societal and national healthcare system perspectives, and the time horizon of the analysis will be 1 year. Two qualitative studies (pre- and post-clinical trial) aimed to identify the expectations and concerns of patients with ALRTIs and the barriers and facilitators of each intervention arm will be run. Family doctors and nurses assigned to the interventions will participate in a 2-h training workshop before the inception of the trial and will receive a monthly intervention-tailored training module during the year of the trial period. Primary outcomes will be antibiotic use within the first 6 weeks, duration of moderate to severe cough, and the quality-adjusted life-years. Secondary outcomes will be duration of illness and severity of cough measured using a symptom diary, healthcare re-consultations, hospital admissions, and complications. Healthcare costs will be considered and expressed in 2021 euros (year foreseen to finalise the study) of the current year of the analysis. Univariate and multivariate sensitivity analyses will be carried out. Discussion The ISAAC-CAT project will contribute to evaluate the effectiveness and efficiency of different strategies for more appropriate antibiotic prescribing that are currently out of the scope of the actual clinical guidelines. Trial registration ClinicalTrials.gov, NCT03931577.
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Affiliation(s)
- Rafa Ruiz
- Institut Català de la Salut, Barcelona, Spain
| | - Ana Moragas
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.,Universitat Rovira i Virgili, Jaume I Health Centre, Institut Català de la Salut, Tarragona, Spain
| | - Marta Trapero-Bertran
- Research Institute for Evaluation and Public Policies (IRAPP), Universitat Internacional de Catalunya, Barcelona, Spain
| | | | - Anna Berenguera
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain
| | - Glòria Oliva
- Ministry of Health, Government of Catalonia, Barcelona, Spain
| | - Alícia Borràs-Santos
- Institut Universitari de Pacients (Patients' University Institut), Universitat Internacional de Catalunya, Barcelona, Spain
| | - Ana García-Sangenís
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Jaume Puig-Junoy
- Pompeu Fabra University (UPF)-Barcelona School of Management, Barcelona, Spain of Economics and Business, Barcelona, Spain
| | - Josep M Cots
- Universitat de Barcelona, La Marina Health Centre, Institut Català de la Salut, Barcelona, Spain
| | - Rosa Morros
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain
| | - Toni Mora
- Research Institute for Evaluation and Public Policies (IRAPP), Universitat Internacional de Catalunya, Barcelona, Spain
| | - Anna Lanau-Roig
- La Marina Health Centre, Institut Català de la Salut, Associació d'Infermeria Familiar i Comunitària de Catalunya, Barcelona, Spain
| | - Ramon Monfà
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), UICEC de IDIAP Jordi Gol - Plataforma SCReN, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain
| | - Amelia Troncoso
- Àrea de Suport al Medicament i Servei de Farmàcia Barcelona, Institut Català de la Salut, Barcelona, Spain
| | - Rosa M Abellana
- Biostatistics, Department of Basic Clinical Practice, Universitat de Barcelona, Barcelona, Spain
| | - Pau Gálvez
- Institut Universitari de Pacients (Patients' University Institut), Universitat Internacional de Catalunya, Barcelona, Spain
| | - Laura Medina-Perucha
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain
| | - Lars Bjerrum
- Centre for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Isabel Amo
- Institut Universitari de Pacients (Patients' University Institut), Universitat Internacional de Catalunya, Barcelona, Spain
| | - Nieves Barragán
- Catalan Society of Family Medicine, Group on Communication, Health Centre Vallcarca, Barcelona, Spain
| | - Carl Llor
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Manso Health Centre, Institut Català de la Salut, Barcelona, Spain.
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van Hecke O, Butler C, Mendelson M, Tonkin-Crine S. Introducing new point-of-care tests for common infections in publicly funded clinics in South Africa: a qualitative study with primary care clinicians. BMJ Open 2019; 9:e029260. [PMID: 31772084 PMCID: PMC6887073 DOI: 10.1136/bmjopen-2019-029260] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 09/20/2019] [Accepted: 11/07/2019] [Indexed: 11/30/2022] Open
Abstract
Broad-spectrum antibiotics are routinely prescribed empirically in the resource-poor settings for suspected acute common infections, which drive antimicrobial resistance. Point-of-care testing (POCT) might increase the appropriateness of decisions about whether and which antibiotic to prescribe, but implementation will be most effective if clinician's perspectives are taken into account. OBJECTIVES To explore the perceptions of South African primary care clinicians working in publicly funded clinics about: making antibiotic prescribing decisions for two common infection syndromes (acute cough, urinary tract infection); their experiences of existing POCTs; their perceptions of the barriers and opportunities for introducing (hypothetical) new POCTs. DESIGN, METHOD, PARTICIPANTS, SETTING Qualitative semistructured interviews with 23 primary care clinicians (nurses and doctors) at publicly funded clinics in the Western Cape Metro district, South Africa. Data were analysed using thematic analysis. RESULTS Clinicians reported that their antibiotic prescribing decisions were influenced by their clinical assessment, patient comorbidities, social factors (eg, access to care) and perceived patient expectations. Their experiences with currently available POCTs were largely positive, and they were optimistic about the potential for new POCTs to: support evidence-based prescribing decisions that might reduce unnecessary antibiotic prescriptions; reduce the need for further investigations; support effective communication with patients, especially when antibiotics were unlikely to be of benefit. Resources and workflow disruption were seen as the main barriers to uptake into routine care. CONCLUSIONS Clinicians working in publicly funded clinics in the Western Cape Metro of South Africa saw POCTs as potentially useful for positively addressing both clinical and social drivers of the overprescribing of broad-spectrum antibiotics, but were concerned about the resource implications and disruption of existing patient workflows.
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Affiliation(s)
- Oliver van Hecke
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Chris Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- NIHR Health Protection Research Unit in Healthcare-Associated Infections and Antimicrobial Resistance, University of Oxford, Oxford, UK
| | - Marc Mendelson
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Groote Schuur Hospital, University of Cape Town, Cape Town, UK
| | - Sarah Tonkin-Crine
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- NIHR Health Protection Research Unit in Healthcare-Associated Infections and Antimicrobial Resistance, University of Oxford, Oxford, UK
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71
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Borek AJ, Wanat M, Sallis A, Ashiru-Oredope D, Atkins L, Beech E, Hopkins S, Jones L, McNulty C, Shaw K, Taborn E, Butler C, Chadborn T, Tonkin-Crine S. How Can National Antimicrobial Stewardship Interventions in Primary Care Be Improved? A Stakeholder Consultation. Antibiotics (Basel) 2019; 8:E207. [PMID: 31683590 PMCID: PMC6963414 DOI: 10.3390/antibiotics8040207] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 10/22/2019] [Accepted: 10/22/2019] [Indexed: 11/02/2022] Open
Abstract
Many antimicrobial stewardship (AMS) interventions have been implemented in England, facilitating decreases in antibiotic prescribing. Nevertheless, there is substantial variation in antibiotic prescribing across England and some healthcare organizations remain high prescribers of antibiotics. This study aimed to identify ways to improve AMS interventions to further optimize antibiotic prescribing in primary care in England. Stakeholders representing different primary care settings were invited to, and 15 participated in, a focus group or telephone interview to identify ways to improve existing AMS interventions. Forty-five intervention suggestions were generated and 31 were prioritized for inclusion in an online survey. Fifteen stakeholders completed the survey appraising each proposed intervention using the pre-defined APEASE (i.e., Affordability, Practicability, Effectiveness, Acceptability, Safety, and Equity) criteria. The highest-rated nine interventions were prioritized as most promising and feasible, including: quality improvement, multidisciplinary peer learning, appointing AMS leads, auditing individual-level prescribing, developing tools for prescribing audits, improving inductions for new prescribers, ensuring consistent local approaches to antibiotic prescribing, providing online AMS training to all patient-facing staff, and increasing staff time available for AMS work with standardizing AMS-related roles. These prioritized interventions could be incorporated into existing national interventions or developed as stand-alone interventions to help further optimize antibiotic prescribing in primary care in England.
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Affiliation(s)
- Aleksandra J Borek
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford OX2 6GG, UK.
| | - Marta Wanat
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford OX2 6GG, UK.
| | - Anna Sallis
- Public Health England Behavioural Insights, London SE1 8UG, UK.
| | | | - Lou Atkins
- Centre for Behaviour Change, University College London, London WC1E 6BT, UK.
| | | | - Susan Hopkins
- Public Health England, London SE1 8UG, UK.
- NIHR Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, University of Oxford in Partnership with Public Health England, Wellington Square, Oxford OX1 2JD, UK.
| | - Leah Jones
- Public Health England, London SE1 8UG, UK.
| | | | - Karen Shaw
- Public Health England, London SE1 8UG, UK.
- University College London Hospitals, London NW1 2PG, UK.
| | - Esther Taborn
- NHS England and NHS Improvement, London SE1 6LH, UK.
- NHS East Kent Clinical Commissioning Groups, Canterbury CT1 1YW, UK.
| | - Christopher Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford OX2 6GG, UK.
| | - Tim Chadborn
- Public Health England Behavioural Insights, London SE1 8UG, UK.
| | - Sarah Tonkin-Crine
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Oxford OX2 6GG, UK.
- NIHR Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, University of Oxford in Partnership with Public Health England, Wellington Square, Oxford OX1 2JD, UK.
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Mekuria LA, de Wit TFR, Spieker N, Koech R, Nyarango R, Ndwiga S, Fenenga CJ, Ogink A, Schultsz C, van’t Hoog A. Analyzing data from the digital healthcare exchange platform for surveillance of antibiotic prescriptions in primary care in urban Kenya: A mixed-methods study. PLoS One 2019; 14:e0222651. [PMID: 31557170 PMCID: PMC6762089 DOI: 10.1371/journal.pone.0222651] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 09/03/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Knowledge of antibiotic prescription practices in low- and middle-income countries is limited due to a lack of adequate surveillance systems. OBJECTIVE To assess the prescription of antibiotics for the treatment of acute respiratory tract infections (ARIs) in primary care. METHOD An explanatory sequential mixed-methods study was conducted in 4 private not-for-profit outreach clinics located in slum areas in Nairobi, Kenya. Claims data of patients who received healthcare between April 1 and December 27, 2016 were collected in real-time through a mobile telephone-based healthcare data and payment exchange platform (branded as M-TIBA). These data were used to calculate the percentage of ARIs for which antibiotics were prescribed. In-depth interviews were conducted among 12 clinicians and 17 patients to explain the quantitative results. RESULTS A total of 49,098 individuals were registered onto the platform, which allowed them to access healthcare at the study clinics through M-TIBA. For 36,210 clinic visits by 21,913 patients, 45,706 diagnoses and 85,484 medication prescriptions were recorded. ARIs were the most common diagnoses (17,739; 38.8%), and antibiotics were the most frequently prescribed medications (21,870; 25.6%). For 78.5% (95% CI: 77.9%, 79.1%) of ARI diagnoses, antibiotics were prescribed, most commonly amoxicillin (45%; 95% CI: 44.1%, 45.8%). These relatively high levels of prescription were explained by high patient load, clinician and patient perceptions that clinicians should prescribe, lack of access to laboratory tests, offloading near-expiry drugs, absence of policy and surveillance, and the use of treatment guidelines that are not up-to-date. Clinicians in contrast reported to strictly follow the Kenyan treatment guidelines. CONCLUSION This study showed successful quantification of antibiotic prescription and the prescribing pattern using real-world data collected through M-TIBA in private not-for-profit clinics in Nairobi.
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Affiliation(s)
- Legese A. Mekuria
- Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- Amsterdam University Medical Centers, Location AMC, Meibergdreef, Amsterdam, The Netherlands
| | - Tobias FR de Wit
- Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- Amsterdam University Medical Centers, Location AMC, Meibergdreef, Amsterdam, The Netherlands
- PharmAccess Foundation, Amsterdam, The Netherlands
| | | | | | | | | | | | - Alice Ogink
- PharmAccess Foundation, Amsterdam, The Netherlands
| | - Constance Schultsz
- Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- Amsterdam University Medical Centers, Location AMC, Meibergdreef, Amsterdam, The Netherlands
| | - Anja van’t Hoog
- Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- Amsterdam University Medical Centers, Location AMC, Meibergdreef, Amsterdam, The Netherlands
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Whittaker A, Lohm D, Lemoh C, Cheng AC, Davis M. Investigating Understandings of Antibiotics and Antimicrobial Resistance in Diverse Ethnic Communities in Australia: Findings from a Qualitative Study. Antibiotics (Basel) 2019; 8:antibiotics8030135. [PMID: 31480708 PMCID: PMC6783953 DOI: 10.3390/antibiotics8030135] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 08/19/2019] [Accepted: 08/20/2019] [Indexed: 11/18/2022] Open
Abstract
This paper explores the understandings of antibiotics and antimicrobial resistance (AMR) among ethnically diverse informants in Melbourne, Australia. A total of 31 face-to-face semi-structured qualitative interviews were conducted with a sample of ethnic in-patients who were admitted with an acquired antimicrobial infection in a public hospital (n = 7); five hospital interpreters; and ethnic members of the general community (n = 19) as part of a broader study of lay understandings of AMR. Thematic analysis revealed there was poor understanding of AMR, even among informants being treated for AMR infections. Causes of the increasing incidence of AMR were attributed to: weather fluctuations and climate change; a lack of environmental cleanliness; and the arrival of new migrant groups. Asian informants emphasized the need for humoral balance. Antibiotics were viewed as ‘strong’ medicines that could potentially disrupt this balance and weaken the body. Travel back to countries of origin sometimes involved the use of medical services and informants noted that some community members imported antibiotics from overseas. Most used the internet and social media to source health information. There is a lack of information in their own languages. More attention needs to be given to migrant communities who are vulnerable to the development, transmission and infection with resistant bacteria to inform future interventions.
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Affiliation(s)
- Andrea Whittaker
- School of Social Sciences, Monash University, Melbourne 3800, Australia.
| | - Davina Lohm
- School of Social Sciences, Monash University, Melbourne 3800, Australia
| | - Chris Lemoh
- School of Clinical Sciences, Monash University, Melbourne 3800, Australia
- Monash Infectious Diseases, Melbourne 3168, Australia
| | - Allen C Cheng
- School of Public Health and Preventive Medicine, Monash University, Melbourne 3800, Australia
- Infection Prevention and Healthcare Epidemiology Unit, Alfred Health, Melbourne 3181, Australia
| | - Mark Davis
- School of Social Sciences, Monash University, Melbourne 3800, Australia
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Bowen A, Agboatwalla M, Pitz A, Salahuddin S, Brum J, Plikaytis B. Effect of Bismuth Subsalicylate vs Placebo on Use of Antibiotics Among Adult Outpatients With Diarrhea in Pakistan: A Randomized Clinical Trial. JAMA Netw Open 2019; 2:e199441. [PMID: 31418805 PMCID: PMC6705140 DOI: 10.1001/jamanetworkopen.2019.9441] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
IMPORTANCE Many of the 4.5 billion annual episodes of diarrhea are treated unnecessarily with antibiotics; prevalence of antibiotic resistance among diarrheal pathogens is increasing. Knowledge-based antibiotic stewardship interventions typically yield little change in antibiotic use. OBJECTIVE To compare antibiotic use among adult outpatients with diarrhea given bismuth subsalicylate (BSS) or placebo. DESIGN, SETTING, AND PARTICIPANTS This randomized clinical trial took place from April to October 2014. Participants were patients aged 15 to 65 years with acute, nonbloody diarrhea from 22 outpatient clinics in Karachi, Pakistan. Participants were interviewed about symptoms and health care utilization during the 5 days after enrollment. Group assignment was concealed from participants, field staff, and the statistician. Primary analysis occurred from August to September 2015. INTERVENTIONS Participants were randomly assigned (1:1) to receive BSS or placebo for 48 hours or less. MAIN OUTCOMES AND MEASURES Use of systemic antibiotics within 5 days of enrollment. Secondary outcomes included measures of duration and severity of illness. RESULTS Among eligible patients, 39 declined to participate, 440 enrolled, and 1 enrolled participant was lost to follow-up, for a total of 439 patients included in the analysis. Median (interquartile range) participant age was 32 (23-45) years and 187 (43%) were male. Two hundred twenty patients were randomized to BSS and 220 were randomized to placebo. Overall, 54 participants (12%) used systemic antibiotics (16% in the placebo group and 9% in the BSS group); all antibiotic use followed consultation with a physician. Use of any antibiotic was significantly lower in the BSS group (20 of 220 vs 34 of 219 patients; odds ratio [OR], 0.54; 95% CI, 0.30-0.98), as was use of fluoroquinolones (8 of 220 vs 20 of 219 patients; OR, 0.38; 95% CI, 0.16-0.88). Rates of care seeking and hospitalization were similar between groups and no difference was detected in timing of diarrhea resolution. However, those in the BSS group less commonly received intravenous rehydration (14 of 220 vs 27 of 219 patients; OR, 0.48; 95% CI, 0.25-0.95) and missed less work (median [interquartile range], 0 [0-1] vs 1 [0-1] day; P = .04) during follow-up. CONCLUSIONS AND RELEVANCE This study found less antibiotic use among participants given BSS for acute diarrhea in a setting where antibiotics are commonly used to treat diarrhea. Encouraging health care professionals in such settings to recommend BSS as frontline treatment for adults with diarrhea, and promoting BSS for diarrhea self-management, may reduce antibiotic use and rates of antibiotic resistance globally. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT02047162.
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Affiliation(s)
- Anna Bowen
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | - Adam Pitz
- Procter & Gamble Health Care, Cincinnati, Ohio
| | | | - Jose Brum
- Procter & Gamble Health Care, Cincinnati, Ohio
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Impact of Education and Peer Comparison on Antibiotic Prescribing for Pediatric Respiratory Tract Infections. Pediatr Qual Saf 2019; 4:e195. [PMID: 31572896 PMCID: PMC6708653 DOI: 10.1097/pq9.0000000000000195] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Accepted: 06/19/2019] [Indexed: 11/26/2022] Open
Abstract
Supplemental Digital Content is available in the text. Introduction: Inappropriate prescribing of broad-spectrum antibiotics is a significant modifiable risk factor for the development of antibiotic resistance. The objective was to improve guideline-concordant care for 3 common acute respiratory tract infections (ARTIs) and to reduce broad-spectrum antibiotic prescribing in ambulatory pediatric patients. Methods: Quality measures were developed for 3 ARTIs: viral upper respiratory infection (URI), acute bacterial sinusitis (ABS), and acute otitis media (AOM). Among 22 pediatric clinics, a collaborative of 10 was identified for intervention using baseline data for each ARTI, and 3 plan-do-study-act cycles were planned and completed. Outcomes included guideline-concordant antibiotic utilization and broad-spectrum antibiotic prescribing percentage (BSAP%). Comparison in number of diagnoses for the ARTI measures and total antibiotic prescribing over time served as balancing measures. Results: Collaborative clinics had baseline medians for appropriate or first-line treatment of 70% for URI, 53% for ABS, and 36% for AOM. To reach targets for URI, ABS, and AOM required 6, 14, and 18 months, respectively. At 42 months, performance for all 3 ARTIs remained ≥90%. BSAP% decreased from a baseline of 57% to 34% at 24 months. There was a limited effect from financial incentives but a significant decrease was noted in total antibiotic utilization. Diagnosis shifting may have occurred for URI and ABS while the rates for diagnoses for AOM declined over time. Conclusions: Through education and peer comparison feedback, guideline-concordant care for 3 ARTIs in collaborative clinics improved and remained beyond above targets and was accompanied by reductions in BSAP% and total antibiotic prescribing.
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Shi Z, Mehrotra A, Gidengil CA, Poon SJ, Uscher-Pines L, Ray KN. Quality Of Care For Acute Respiratory Infections During Direct-To-Consumer Telemedicine Visits For Adults. Health Aff (Millwood) 2019; 37:2014-2023. [PMID: 30633682 DOI: 10.1377/hlthaff.2018.05091] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
In direct-to-consumer telemedicine, physicians treat patients through real-time audiovisual conferencing for common conditions such as acute respiratory infections. Early studies had mixed findings on the quality of care provided during direct-to-consumer telemedicine and were limited by small sample sizes and narrow geographic scopes. Using claims data for 2015-16 from a large national commercial insurer, we examined the quality of antibiotic management in adults with acute respiratory infection diagnoses at 38,839 direct-to-consumer telemedicine visits, compared to the quality at 942,613 matched primary care visits and 186,016 matched urgent care visits. In the matched analyses, we found clinically similar rates of antibiotic use, broad-spectrum antibiotic use, and guideline-concordant antibiotic management. However, direct-to-consumer telemedicine visits had less appropriate streptococcal testing and a higher frequency of follow-up visits. These results suggest specific opportunities for improvement in direct-to-consumer telemedicine quality.
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Affiliation(s)
- Zhuo Shi
- Zhuo Shi is a research assistant in the Department of Health Care Policy, Harvard Medical School, in Boston, Massachusetts
| | - Ateev Mehrotra
- Ateev Mehrotra is an associate professor in the Department of Health Care Policy, Harvard Medical School
| | - Courtney A Gidengil
- Courtney A. Gidengil is an associate natural scientist at RAND Health in Boston
| | - Sabrina J Poon
- Sabrina J. Poon is an emergency medicine physician at Vanderbilt University, in Nashville, Tennessee
| | - Lori Uscher-Pines
- Lori Uscher-Pines is an associate policy researcher at the RAND Corporation in Arlington, Virginia
| | - Kristin N Ray
- Kristin N. Ray ( ) is an assistant professor in the Department of Pediatrics, University of Pittsburgh School of Medicine, in Pennsylvania
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So Many Nudges, So Little Time: Can Cost-effectiveness Tell Us When It Is Worthwhile to Try to Change Provider Behavior? J Gen Intern Med 2019; 34:783-784. [PMID: 30877456 PMCID: PMC6544771 DOI: 10.1007/s11606-019-04871-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Grammatico-Guillon L, Shea K, Jafarzadeh SR, Camelo I, Maakaroun-Vermesse Z, Figueira M, Adams WG, Pelton S. Antibiotic Prescribing in Outpatient Children: A Cohort From a Clinical Data Warehouse. Clin Pediatr (Phila) 2019; 58:681-690. [PMID: 30884973 DOI: 10.1177/0009922819834278] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
AIM To characterize antibiotic (ab) prescriptions in children. METHODS Evaluation of outpatient ab prescriptions in a 3-year cohort of children in primary care using a data warehouse (Massachusetts Health Disparities Repository) by comorbid conditions, demographics, and clinical indication. RESULTS A total of 15 208 children with nearly 120 000 outpatient visits were included. About one third had a comorbid condition (most commonly asthma). Among the 30 000 ab prescriptions, first-line penicillins and macrolides represented the most frequent ab (70%), followed by cephalosporins (16%). Comorbid children had 54.3 ab prescriptions/100 child-years versus 38.8 in children without comorbidity; ab prescription was higher in urinary tract infections (>60% of episodes), otitis, lower respiratory tract infections (>50%), especially in comorbid children and children under 2 year old. Ab prescriptions were significantly associated with younger age, emergency room visit, comorbid children, and acute infections. DISCUSSION A clinical data warehouse could help in designing appropriate antimicrobial stewardship programs and represent a potential assessment tool.
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Affiliation(s)
- Leslie Grammatico-Guillon
- 1 Boston University, Boston, MA, USA.,2 Teaching Hospital of Tours, University of Tours, Tours, France
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Ray KN, Shi Z, Gidengil CA, Poon SJ, Uscher-Pines L, Mehrotra A. Antibiotic Prescribing During Pediatric Direct-to-Consumer Telemedicine Visits. Pediatrics 2019; 143:e20182491. [PMID: 30962253 PMCID: PMC6565339 DOI: 10.1542/peds.2018-2491] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/09/2019] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Use of commercial direct-to-consumer (DTC) telemedicine outside of the pediatric medical home is increasing among children, and acute respiratory infections (ARIs) are the most commonly diagnosed condition at DTC telemedicine visits. Our objective was to compare the quality of antibiotic prescribing for ARIs among children across 3 settings: DTC telemedicine, urgent care, and the primary care provider (PCP) office. METHODS In a retrospective cohort study using 2015-2016 claims data from a large national commercial health plan, we identified ARI visits by children (0-17 years old), excluding visits with comorbidities that could affect antibiotic decisions. Visits were matched on age, sex, chronic medical complexity, state, rurality, health plan type, and ARI diagnosis category. Within the matched sample, we compared the percentage of ARI visits with any antibiotic prescribing and the percentage of ARI visits with guideline-concordant antibiotic management. RESULTS There were 4604 DTC telemedicine, 38 408 urgent care, and 485 201 PCP visits for ARIs in the matched sample. Antibiotic prescribing was higher for DTC telemedicine visits than for other settings (52% of DTC telemedicine visits versus 42% urgent care and 31% PCP visits; P < .001 for both comparisons). Guideline-concordant antibiotic management was lower at DTC telemedicine visits than at other settings (59% of DTC telemedicine visits versus 67% urgent care and 78% PCP visits; P < .001 for both comparisons). CONCLUSIONS At DTC telemedicine visits, children with ARIs were more likely to receive antibiotics and less likely to receive guideline-concordant antibiotic management compared to children at PCP visits and urgent care visits.
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Affiliation(s)
- Kristin N Ray
- Department of Pediatrics, School of Medicine, University of Pittsburgh and Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania;
| | - Zhuo Shi
- Department of Health Care Policy, Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Courtney A Gidengil
- RAND Corporation, Boston, Massachusetts
- Division of Infectious Diseases, Boston Children's Hospital, Boston, Massachusetts
| | - Sabrina J Poon
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Ateev Mehrotra
- Department of Health Care Policy, Harvard Medical School, Harvard University, Boston, Massachusetts
- Division of General Medicine and Primary Care, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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81
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C-reactive protein: guiding antibiotic prescribing decisions at the point of care. Br J Gen Pract 2019; 68:112-113. [PMID: 29472204 DOI: 10.3399/bjgp18x694901] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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82
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Wei X, Zhang Z, Hicks JP, Walley JD, King R, Newell JN, Yin J, Zeng J, Guo Y, Lin M, Upshur REG, Sun Q. Long-term outcomes of an educational intervention to reduce antibiotic prescribing for childhood upper respiratory tract infections in rural China: Follow-up of a cluster-randomised controlled trial. PLoS Med 2019; 16:e1002733. [PMID: 30721234 PMCID: PMC6363140 DOI: 10.1371/journal.pmed.1002733] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 12/19/2018] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Inappropriate antibiotic prescribing causes widespread serious health problems. To reduce prescribing of antibiotics in Chinese primary care to children with upper respiratory tract infections (URTIs), we developed an intervention comprising clinical guidelines, monthly prescribing review meetings, doctor-patient communication skills training, and education materials for caregivers. We previously evaluated our intervention using an unblinded cluster-randomised controlled trial (cRCT) in 25 primary care facilities across two rural counties. When our trial ended at the 6-month follow-up period, we found that the intervention had reduced antibiotic prescribing for childhood URTIs by 29 percentage points (pp) (95% CI -42 to -16). METHODS AND FINDINGS In this long-term follow-up study, we collected our trial outcomes from the one county (14 facilities and 1:1 cluster randomisation ratio) that had electronic records available 12 months after the trial ended, at the 18-month follow-up period. Our primary outcome was the antibiotic prescription rate (APR)-the percentage of outpatient prescriptions containing any antibiotic(s) for children aged 2 to 14 years who had a primary diagnosis of a URTI and had no other illness requiring antibiotics. We also conducted 15 in-depth interviews to understand how interventions were sustained. In intervention facilities, the APR was 84% (1,171 out of 1,400) at baseline, 37% (515 out of 1,380) at 6 months, and 54% (2,748 out of 5,084) at 18 months, and in control facilities, it was 76% (1,063 out of 1,400), 77% (1,084 out of 1,400), and 75% (2,772 out of 3,685), respectively. After adjusting for patient and prescribing doctor covariates, compared to the baseline intervention-control difference, the difference at 6 months represented a 6-month intervention-arm reduction in the APR of -49 pp (95% CI -63 to -35; P < 0.0001), and compared to the baseline difference, the difference at 18 months represented an 18-month intervention-arm reduction in the APR of -36 pp (95% CI -55 to -17; P < 0.0001). Compared to the 6-month intervention-control difference, the difference at 18 months represented no change in the APR: 13 pp (95% CI -7 to 33; P = 0.21). Factors reported to sustain reductions in antibiotic prescribing included doctors' improved knowledge and communication skills and focused prescription review meetings, whereas lack of supervision and monitoring may be associated with relapse. Key limitations were not including all clusters from the trial and not collecting returned visits or sepsis cases. CONCLUSIONS Our intervention was associated with sustained and substantial reductions in antibiotic prescribing at the end of the intervention period and 12 months later. Our intervention may be adapted to similar resource-poor settings. TRIAL REGISTRATION ISRCTN registry ISRCTN14340536.
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Affiliation(s)
- Xiaolin Wei
- Division of Clinical Public Health and Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Zhitong Zhang
- China Global Health Research and Development, Shenzhen, China
| | - Joseph P. Hicks
- Nuffield Centre for International Health and Development, University of Leeds, Leeds, United Kingdom
| | - John D. Walley
- Nuffield Centre for International Health and Development, University of Leeds, Leeds, United Kingdom
| | - Rebecca King
- Nuffield Centre for International Health and Development, University of Leeds, Leeds, United Kingdom
| | - James N. Newell
- Nuffield Centre for International Health and Development, University of Leeds, Leeds, United Kingdom
| | - Jia Yin
- School of Health Care Management, Shandong University, Jinan, China
- Key Laboratory of Health Economics and Policy Research, National Health Commission, Jinan, China
| | - Jun Zeng
- Guangxi Autonomous Region Centre for Disease Control and Prevention, Nanning, China
| | - Yan Guo
- School of Public Health, Peking University, Beijing, China
| | - Mei Lin
- Guangxi Autonomous Region Centre for Disease Control and Prevention, Nanning, China
| | - Ross E. G. Upshur
- Division of Clinical Public Health and Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Qiang Sun
- School of Health Care Management, Shandong University, Jinan, China
- Key Laboratory of Health Economics and Policy Research, National Health Commission, Jinan, China
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Verbakel JY, Lee JJ, Goyder C, Tan PS, Ananthakumar T, Turner PJ, Hayward G, Van den Bruel A. Impact of point-of-care C reactive protein in ambulatory care: a systematic review and meta-analysis. BMJ Open 2019; 9:e025036. [PMID: 30782747 PMCID: PMC6361331 DOI: 10.1136/bmjopen-2018-025036] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 11/02/2018] [Accepted: 12/12/2018] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE The aim of this review was to collate all available evidence on the impact of point-of-care C reactive protein (CRP) testing on patient-relevant outcomes in children and adults in ambulatory care. DESIGN This was a systematic review to identify controlled studies assessing the impact of point-of-care CRP in patients presenting to ambulatory care services. Ovid Medline, Embase, Cochrane Database of Systematic Reviews, Cochrane CENTRAL, DARE, Science Citation Index were searched from inception to March 2017. ELIGIBILITY CRITERIA FOR SELECTING STUDIES Controlled studies assessing the impact of point-of-care CRP in patients presenting to ambulatory care services, measuring a change in clinical care, including but not limited to antibiotic prescribing rate, reconsultation, clinical recovery, patient satisfaction, referral and additional tests. No language restrictions were applied. DATA EXTRACTION Data were extracted on setting, date of study, a description of the intervention and control group, patient characteristics and results. Methodological quality of selected studies and assessment of potential bias was assessed independently by two authors using the Cochrane Risk of Bias tool. RESULTS 11 randomised controlled trials and 8 non-randomised controlled studies met the inclusion criteria, reporting on 16 064 patients. All included studies had a high risk of performance and selection bias. Compared with usual care, point-of-care CRP reduces immediate antibiotic prescribing (pooled risk ratio 0.81; 95% CI 0.71 to 0.92), however, at considerable heterogeneity (I2=72%). This effect increased when guidance on antibiotic prescribing relative to the CRP level was provided (risk ratios of 0.68; 95% CI 0.63 to 0.74 in adults and 0.56; 95% CI 0.33 to 0.95 in children). We found no significant effect of point-of-care CRP testing on patient satisfaction, clinical recovery, reconsultation, further testing and hospital admission. CONCLUSIONS Performing a point-of-care CRP test in ambulatory care accompanied by clinical guidance on interpretation reduces the immediate antibiotic prescribing in both adults and children. As yet, available evidence does not suggest an effect on other patient outcomes or healthcare processes. PROSPERO REGISTRATION NUMBER CRD42016035426; Results.
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Affiliation(s)
- Jan Y Verbakel
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Department of Public Health and Primary Care, KU Leuven (University of Leuven), Leuven, Belgium
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Joseph J Lee
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Clare Goyder
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Pui San Tan
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Thanusha Ananthakumar
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Philip J Turner
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Gail Hayward
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, Oxfordshire, UK
| | - Ann Van den Bruel
- Nuffield Department of Primary Care Health Sciences, NIHR Community Healthcare MIC, University of Oxford, Oxford, UK
- Department of Public Health and Primary Care, KU Leuven (University of Leuven), Leuven, Belgium
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van Uum RT, Venekamp RP, Schilder AGM, Damoiseaux RAMJ, Anthierens S. Pain management in acute otitis media: a qualitative study of parents' views and expectations. BMC FAMILY PRACTICE 2019; 20:18. [PMID: 30674279 PMCID: PMC6343236 DOI: 10.1186/s12875-019-0908-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 01/15/2019] [Indexed: 11/10/2022]
Abstract
BACKGROUND For unclarified reasons, parents tend to be cautious about administering analgesics to their children, potentially leading to suboptimal management of AOM symptoms. We aim to understand parents' views and expectations of pain management in acute otitis media (AOM) in children. METHODS Qualitative study alongside a cluster-randomised controlled trial (PIM-POM study) aimed at optimising pain management in childhood AOM. We purposefully sampled 14 parents of children diagnosed with AOM by their GP, who were recruited to the trial between November 2017 and May 2018. Semi-structured interviews were held at home in the first two weeks after trial enrollment. Interviews were audio-recorded, transcribed and analyzed thematically. RESULTS Parents experienced difficulties in recognising earache and other symptoms of an ear infection. They consulted the GP for a diagnosis, for reassurance and for management advice. Parents shared that, prior to consultation, they had insufficient knowledge of the benefits of correctly dosed pain medication at regularly scheduled intervals. Parents valued the GP's advice on pain management, and were happy to accept pain medication as standalone therapy, provided that the GP explained why antibiotics would not be needed. Parents' views and expectations of pain management in AOM were shaped by previous experiences of AOM within their family; those with a positive experience of pain medication are more likely to use it in subsequent AOM episodes. CONCLUSIONS Parents of children with AOM consult the GP to help cope with uncertainties in recognising symptoms of AOM, and to receive management advice. It is important that GPs are aware of parents' lack of understanding of the role of pain medication in managing AOM, and that they address this during the consultation. TRIAL REGISTRATION Netherlands Trial Register, identifier NTR4920 (registration date: 19 December 2014).
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Affiliation(s)
- Rick T. van Uum
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, University Utrecht, Office number FAC 5.09, P.O. Box 85500, 3508 GA Utrecht, The Netherlands
| | - Roderick P. Venekamp
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, University Utrecht, Office number FAC 5.09, P.O. Box 85500, 3508 GA Utrecht, The Netherlands
| | - Anne G. M. Schilder
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, University Utrecht, Office number FAC 5.09, P.O. Box 85500, 3508 GA Utrecht, The Netherlands
- evidENT, Ear Institute, University College London, London, UK
| | - Roger A. M. J. Damoiseaux
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, University Utrecht, Office number FAC 5.09, P.O. Box 85500, 3508 GA Utrecht, The Netherlands
| | - Sibyl Anthierens
- Department of Primary Care and Interdisciplinary Care, University of Antwerp, Antwerp, Belgium
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Kip MMA, Hummel JM, Eppink EB, Koffijberg H, Hopstaken RM, IJzerman MJ, Kusters R. Understanding the adoption and use of point-of-care tests in Dutch general practices using multi-criteria decision analysis. BMC FAMILY PRACTICE 2019; 20:8. [PMID: 30630430 PMCID: PMC6327588 DOI: 10.1186/s12875-018-0893-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 12/16/2018] [Indexed: 02/08/2023]
Abstract
BACKGROUND The increasing number of available point-of-care (POC) tests challenges clinicians regarding decisions on which tests to use, how to efficiently use them, and how to interpret the results. Although POC tests may offer benefits in terms of low turn-around-time, improved patient's satisfaction, and health outcomes, only few are actually used in clinical practice. Therefore, this study aims to identify which criteria are, in general, important in the decision to implement a POC test, and to determine their weight. Two POC tests available for use in Dutch general practices (i.e. the C-reactive protein (CRP) test and the glycated haemoglobin (HbA1c) test) serve as case studies. The information obtained from this study can be used to guide POC test development and their introduction in clinical practice. METHODS Relevant criteria were identified based on a literature review and semi-structured interviews with twelve experts in the field. Subsequently, the criteria were clustered in four groups (i.e. user, organization, clinical value, and socio-political context) and the relative importance of each criterion was determined by calculating geometric means as implemented in the Analytic Hierarchy Process. Of these twelve experts, ten participated in a facilitated group session, in which their priorities regarding both POC tests (compared to central laboratory testing) were elicited. RESULTS Of 20 criteria in four clusters, the test's clinical utility, its technical performance, and risks (associated with the treatment decision based on the test result) were considered most important for using a POC test, with relative weights of 22.2, 12.6 and 8.5%, respectively. Overall, the experts preferred the POC CRP test over its laboratory equivalent, whereas they did not prefer the POC HbA1c test. This difference was mainly explained by their strong preference for the POC CRP test with regard to the subcriterion 'clinical utility'. CONCLUSIONS The list of identified criteria, and the insights in their relative impact on successful implementation of POC tests, may facilitate implementation and use of existing POC tests in clinical practice. In addition, having experts score new POC tests on these criteria, provides developers with specific recommendations on how to increase the probability of successful implementation and use.
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Affiliation(s)
- Michelle M A Kip
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500, AE, Enschede, The Netherlands.
| | - J Marjan Hummel
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500, AE, Enschede, The Netherlands
| | - Elra B Eppink
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500, AE, Enschede, The Netherlands
| | - Hendrik Koffijberg
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500, AE, Enschede, The Netherlands
| | | | - Maarten J IJzerman
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500, AE, Enschede, The Netherlands
| | - Ron Kusters
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500, AE, Enschede, The Netherlands.,Laboratory for Clinical Chemistry and Haematology, Jeroen Bosch Ziekenhuis, Den Bosch, The Netherlands
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86
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Relationship between prescribing of antibiotics and other medicines in primary care: a cross-sectional study. Br J Gen Pract 2018; 69:e42-e51. [PMID: 30559110 PMCID: PMC6301355 DOI: 10.3399/bjgp18x700457] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 07/13/2018] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND High levels of antibiotic prescribing are a major concern as they drive antimicrobial resistance. It is currently unknown whether practices that prescribe higher levels of antibiotics also prescribe more medicines in general. AIM To evaluate the relationship between antibiotic and general prescribing levels in primary care. DESIGN AND SETTING Cross-sectional study in 2014-2015 of 6517 general practices in England using NHS digital practice prescribing data (NHS-DPPD) for the main study, and of 587 general practices in the UK using the Clinical Practice Research Datalink for a replication study. METHOD Linear regression to assess determinants of antibiotic prescribing. RESULTS NHS-DPPD practices prescribed an average of 576.1 antibiotics per 1000 patients per year (329.9 at the 5th percentile and 808.7 at the 95th percentile). The levels of prescribing of antibiotics and other medicines were strongly correlated. Practices with high levels of prescribing of other medicines (a rate of 27 159.8 at the 95th percentile) prescribed 80% more antibiotics than low-prescribing practices (rate of 8815.9 at the 5th percentile). After adjustment, NHS-DPPD practices with high prescribing of other medicines gave 60% more antibiotic prescriptions than low-prescribing practices (corresponding to higher prescribing of 276.3 antibiotics per 1000 patients per year). Prescribing of non-opioid painkillers and benzodiazepines were also strong indicators of the level of antibiotic prescribing. General prescribing levels were a much stronger driver for antibiotic prescribing than other risk factors, such as deprivation. CONCLUSION The propensity of GPs to prescribe medications generally is an important driver for antibiotic prescribing. Interventions that aim to optimise antibiotic prescribing will need to target general prescribing behaviours, in addition to specifically targeting antibiotics.
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87
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Baan EJ, Janssens HM, Kerckaert T, Bindels PJE, de Jongste JC, Sturkenboom MCJM, Verhamme KMC. Antibiotic use in children with asthma: cohort study in UK and Dutch primary care databases. BMJ Open 2018; 8:e022979. [PMID: 30498039 PMCID: PMC6278808 DOI: 10.1136/bmjopen-2018-022979] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 10/23/2018] [Accepted: 10/25/2018] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To compare the rate, indications and type of antibiotic prescriptions in children with and without asthma. DESIGN A retrospective cohort study. SETTING Two population-based primary care databases: Integrated Primary Care Information database (IPCI; the Netherlands) and The Health Improvement Network (THIN; the UK). PARTICIPANTS Children aged 5-18 years were included from January 2000 to December 2014. A child was categorised as having asthma if there were ≥2 prescriptions of respiratory drugs in the year following a code for asthma. Children were labelled as non-asthmatic if no asthma code was recorded in the patient file. MAIN OUTCOME MEASURES Rate of antibiotic prescriptions, related indications and type of antibiotic drugs. RESULTS The cohorts in IPCI and THIN consisted of 946 143 and 7 241 271 person years (PY), respectively. In both cohorts, antibiotic use was significantly higher in asthmatic children (IPCI: 197vs126 users/1000 PY, THIN: 374vs250 users/1000 PY). In children with asthma, part of antibiotic prescriptions were for an asthma exacerbation only (IPCI: 14%, THIN: 4%) and prescriptions were more often due to lower respiratory tract infections then in non-asthmatic children (IPCI: 18%vs13%, THIN: 21%vs12%). Drug type and quality indicators depended more on age, gender and database than on asthma status. CONCLUSIONS Use of antibiotics was higher in asthmatic children compared with non-asthmatic children. This was mostly due to diseases for which antibiotics are normally not indicated according to guidelines. Further awareness among physicians and patients is needed to minimise antibiotic overuse and limit antibiotic resistance.
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Affiliation(s)
- Esmé J Baan
- Department of Medical Informatics, Erasmus University, Rotterdam, The Netherlands
| | - Hettie M Janssens
- Department of Pediatric Pulmonology, Erasmus University/Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Tine Kerckaert
- Department of Bioanalysis, Pharmaceutical Care Unit, Faculty of Pharmaceutical Sciences, Ghent University, Ghent, Belgium
| | - Patrick J E Bindels
- Department of General Practice, Erasmus University, Rotterdam, The Netherlands
| | - Johan C de Jongste
- Department of Pediatric Pulmonology, Erasmus University/Sophia Children's Hospital, Rotterdam, The Netherlands
| | | | - Katia M C Verhamme
- Department of Medical Informatics, Erasmus University, Rotterdam, The Netherlands
- Department of Bioanalysis, Pharmaceutical Care Unit, Faculty of Pharmaceutical Sciences, Ghent University, Ghent, Belgium
- Department of Infection Control and Epidemiology, OLV Hospital, Aalst, Belgium
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88
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Characterising patient complaints in out-of-hours general practice: a retrospective cohort study in Ireland. Br J Gen Pract 2018; 68:e860-e868. [PMID: 30455221 DOI: 10.3399/bjgp18x699965] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 06/14/2018] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Patient complaints can provide valuable insights into the quality and safety of clinical care. Studies examining the epidemiology of complaints in out-of-hours general practice internationally are limited. AIM To characterise patient complaints in an out-of-hours general practice setting. DESIGN AND SETTING Retrospective cohort study of patient complaints to an out-of-hours service provider in Dublin, Ireland, over a 5-year period (2011-2016). This comprises nurse-led telephone triage and GP consultations for patients with urgent problems. METHOD A modified version of the UK Healthcare Complaints Analysis Tool (HCAT) was utilised to code complaints, which were reviewed independently in duplicate by two academic GPs. RESULTS Of 445 598 telephone contacts, 303 085 resulted in face-to-face GP consultations. Of 234 patients who made 298 complaints, 185 (79%) related to GP care. The remainder related to nurse triage, other staff, and management issues. A total of 109 (46%) related to children aged ≤18 years, and 134 (58%) of complainants were female. There were 0.61 complaints per 1000 GP consultations. Most complaints (n = 126, 42%) were in relation to clinical care problems, largely diagnosis and prescribing. Common themes included unmet management expectations and clinical examination dissatisfaction. Inter-rater reliability was 90% (κ statistic 0.84, 95% confidence interval = 0.80 to 0.88). Following internal investigation, 158 (85%) of GP-related complaints were managed effectively by the out-of-hours service. CONCLUSION The majority of complaints related to clinical care problems and were successfully managed locally. Expectation management may be an important way to mitigate the risk of complaints.
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89
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O'Connor R, O'Doherty J, O'Regan A, Dunne C. Antibiotic use for acute respiratory tract infections (ARTI) in primary care; what factors affect prescribing and why is it important? A narrative review. Ir J Med Sci 2018; 187:969-986. [PMID: 29532292 PMCID: PMC6209023 DOI: 10.1007/s11845-018-1774-5] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 02/23/2018] [Indexed: 12/31/2022]
Abstract
BACKGROUND Antimicrobial resistance is an emerging global threat to health and is associated with increased consumption of antibiotics. Seventy-four per cent of antibiotic prescribing takes place in primary care. Much of this is for inappropriate treatment of acute respiratory tract infections. AIMS To review the published literature pertaining to antibiotic prescribing in order to identify and understand the factors that affect primary care providers' prescribing decisions. METHODS Six online databases were searched for relevant paper using agreed criteria. One hundred ninety-five papers were retrieved, and 139 were included in this review. RESULTS Primary care providers are highly influenced to prescribe by patient expectation for antibiotics, clinical uncertainty and workload induced time pressures. Strategies proven to reduce such inappropriate prescribing include appropriately aimed multifaceted educational interventions for primary care providers, mass media educational campaigns aimed at healthcare professionals and the public, use of good communication skills in the consultation, use of delayed prescriptions especially when accompanied by written information, point of care testing and, probably, longer less pressurised consultations. Delayed prescriptions also facilitate focused personalised patient education. CONCLUSION There is an emerging consensus in the literature regarding strategies proven to reduce antibiotic consumption for acute respiratory tract infections. The widespread adoption of these strategies in primary care is imperative.
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Affiliation(s)
- Ray O'Connor
- Graduate Entry Medical School, University of Limerick, Limerick City, Limerick, 000, Ireland.
| | - Jane O'Doherty
- Graduate Entry Medical School, University of Limerick, Limerick City, Limerick, 000, Ireland
| | - Andrew O'Regan
- Graduate Entry Medical School, University of Limerick, Limerick City, Limerick, 000, Ireland
| | - Colum Dunne
- Graduate Entry Medical School, University of Limerick, Limerick City, Limerick, 000, Ireland
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90
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Schwartz KL, Achonu C, Brown KA, Langford B, Daneman N, Johnstone J, Garber G. Regional variability in outpatient antibiotic use in Ontario, Canada: a retrospective cross-sectional study. CMAJ Open 2018; 6:E445-E452. [PMID: 30381321 PMCID: PMC6208056 DOI: 10.9778/cmajo.20180017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Regional variability in antibiotic use is associated with both antibiotic overuse and antimicrobial resistance. Our objectives were to benchmark outpatient antibiotic use and to evaluate geographic variability among health regions in the province of Ontario, Canada. METHODS This was a cross-sectional study of antibiotics dispensed from outpatient retail pharmacies in Ontario between March 2016 and February 2017. We analyzed variability in the number of antibiotic prescriptions dispensed per 1000 population among Ontario's 14 health regions with crude and adjusted Poisson regression models. Adjusted models controlled for rurality, 4 physician characteristics and 6 population characteristics. RESULTS There were 8 352 578 antibiotics dispensed during the 1-year study period or 621 per 1000 population. The most commonly prescribed antibiotic classes were narrow-spectrum penicillins, macrolides, first-generation cephalosporins and second-generation fluoroquinolones, with adult women receiving the highest rate of prescriptions: 985 antibiotic prescriptions per 1000 population. There was geographic variability in total and class-specific antibiotic use. In the health region with the highest use 778 antibiotics were dispensed per 1000 population whereas in the health region with the lowest use 534 antibiotics were dispensed per 1000 population. The adjusted marginal standardized antibiotic prescription rates for the health regions with the highest and lowest use were 787 (95% confidence interval [CI] 658-934) and 546 (95% CI 494-606) antibiotic prescriptions per 1000 population, respectively. INTERPRETATION We described baseline antibiotic usage in Ontario over a 12-month period, noting variability among some health regions. Our findings highlight the need for interventions to optimize antibiotic use and slow the emergence of antimicrobial resistance.
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Affiliation(s)
- Kevin L Schwartz
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont.
| | - Camille Achonu
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont
| | - Kevin Antoine Brown
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont
| | - Bradley Langford
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont
| | - Nick Daneman
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont
| | - Jennie Johnstone
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont
| | - Gary Garber
- Public Health Ontario (Schwartz, Achonu, Brown, Langford, Daneman, Johnstone, Garber); Dalla Lana School of Public Health (Schwartz, Brown, Johnstone); Sunnybrook Health Sciences Centre (Daneman); Department of Medicine (Daneman, Garber), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Garber), Ottawa, Ont
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91
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Colliers A, Coenen S, Remmen R, Philips H, Anthierens S. How do general practitioners and pharmacists experience antibiotic use in out-of-hours primary care? An exploratory qualitative interview study to inform a participatory action research project. BMJ Open 2018; 8:e023154. [PMID: 30269072 PMCID: PMC6169767 DOI: 10.1136/bmjopen-2018-023154] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
RATIONALE Antibiotics (ABs) are one of the most prescribed medications in out-of-hours (OOH) care in Belgium. Developing a better understanding of why ABs are prescribed in this setting is essential to improve prescribing habits. OBJECTIVES To assess AB prescribing and dispensing challenges for general practitioners (GPs) and pharmacists in OOH primary care, and to identify context-specific elements that can help the implementation of behaviour change interventions to improve AB prescribing in this setting. DESIGN This is an exploratory qualitative study using semistructured interviews. This study is part of a participatory action research project. SETTING AND PARTICIPANTS Participants include 17 GPs and 1 manager, who work in a Belgian OOH general practitioners cooperative (GPC), and 5 pharmacists of the area covered by the GPC. The GPC serves a population of more than 187 000 people. RESULTS GPs feel the threshold to prescribe AB in OOH care is lower in comparion to office hours. GPs and pharmacists talk about the difference in their professional identity in OOH (they define their task differently, they feel more isolated, insecure, have the need to please and so on), type of patients (unknown patients, vulnerable patients, other ethnicities, demanding patients and so on), workload (they feel time-pressured) and lack of diagnostic tools or follow-up. They are aware of the problem of AB overprescribing, but they do not feel ownership of the problem. CONCLUSION The implementation of behaviour change interventions to improve AB prescribing in OOH primary care has to take these context specifics into account and could involve interprofessional collaboration between GPs and pharmacists. TRIAL REGISTRATION NUMBER NCT03082521; Pre-results.
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Affiliation(s)
- Annelies Colliers
- Department of General Practice - Primary and Interdisciplinary Care, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Samuel Coenen
- Department of General Practice - Primary and Interdisciplinary Care, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
- Vaccine and Infectious Disease Institute (VAXINFECTIO), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
- Department of Epidemiology and Social Medicine (ESOC), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Roy Remmen
- Department of General Practice - Primary and Interdisciplinary Care, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Hilde Philips
- Department of General Practice - Primary and Interdisciplinary Care, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Sibyl Anthierens
- Department of General Practice - Primary and Interdisciplinary Care, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
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92
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Baumgardner DJ. Limiting Antibiotic Use in Acute Sinusitis: Partly a Matter of Vocabulary? J Patient Cent Res Rev 2018; 5:193-195. [PMID: 31414003 PMCID: PMC6664323 DOI: 10.17294/2330-0698.1646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023] Open
Affiliation(s)
- Dennis J Baumgardner
- Department of Family Medicine, Aurora UW Medical Group, Aurora Health Care, Milwaukee, WI
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Huang DT, Yealy DM, Filbin MR, Brown AM, Chang CCH, Doi Y, Donnino MW, Fine J, Fine MJ, Fischer MA, Holst JM, Hou PC, Kellum JA, Khan F, Kurz MC, Lotfipour S, LoVecchio F, Peck-Palmer OM, Pike F, Prunty H, Sherwin RL, Southerland L, Terndrup T, Weissfeld LA, Yabes J, Angus DC. Procalcitonin-Guided Use of Antibiotics for Lower Respiratory Tract Infection. N Engl J Med 2018; 379:236-249. [PMID: 29781385 PMCID: PMC6197800 DOI: 10.1056/nejmoa1802670] [Citation(s) in RCA: 267] [Impact Index Per Article: 44.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND The effect of procalcitonin-guided use of antibiotics on treatment for suspected lower respiratory tract infection is unclear. METHODS In 14 U.S. hospitals with high adherence to quality measures for the treatment of pneumonia, we provided guidance for clinicians about national clinical practice recommendations for the treatment of lower respiratory tract infections and the interpretation of procalcitonin assays. We then randomly assigned patients who presented to the emergency department with a suspected lower respiratory tract infection and for whom the treating physician was uncertain whether antibiotic therapy was indicated to one of two groups: the procalcitonin group, in which the treating clinicians were provided with real-time initial (and serial, if the patient was hospitalized) procalcitonin assay results and an antibiotic use guideline with graded recommendations based on four tiers of procalcitonin levels, or the usual-care group. We hypothesized that within 30 days after enrollment the total antibiotic-days would be lower - and the percentage of patients with adverse outcomes would not be more than 4.5 percentage points higher - in the procalcitonin group than in the usual-care group. RESULTS A total of 1656 patients were included in the final analysis cohort (826 randomly assigned to the procalcitonin group and 830 to the usual-care group), of whom 782 (47.2%) were hospitalized and 984 (59.4%) received antibiotics within 30 days. The treating clinician received procalcitonin assay results for 792 of 826 patients (95.9%) in the procalcitonin group (median time from sample collection to assay result, 77 minutes) and for 18 of 830 patients (2.2%) in the usual-care group. In both groups, the procalcitonin-level tier was associated with the decision to prescribe antibiotics in the emergency department. There was no significant difference between the procalcitonin group and the usual-care group in antibiotic-days (mean, 4.2 and 4.3 days, respectively; difference, -0.05 day; 95% confidence interval [CI], -0.6 to 0.5; P=0.87) or the proportion of patients with adverse outcomes (11.7% [96 patients] and 13.1% [109 patients]; difference, -1.5 percentage points; 95% CI, -4.6 to 1.7; P<0.001 for noninferiority) within 30 days. CONCLUSIONS The provision of procalcitonin assay results, along with instructions on their interpretation, to emergency department and hospital-based clinicians did not result in less use of antibiotics than did usual care among patients with suspected lower respiratory tract infection. (Funded by the National Institute of General Medical Sciences; ProACT ClinicalTrials.gov number, NCT02130986 .).
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Affiliation(s)
- David T Huang
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Donald M Yealy
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Michael R Filbin
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Aaron M Brown
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Chung-Chou H Chang
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Yohei Doi
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Michael W Donnino
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Jonathan Fine
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Michael J Fine
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Michelle A Fischer
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - John M Holst
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Peter C Hou
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - John A Kellum
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Feras Khan
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Michael C Kurz
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Shahram Lotfipour
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Frank LoVecchio
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Octavia M Peck-Palmer
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Francis Pike
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Heather Prunty
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Robert L Sherwin
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Lauren Southerland
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Thomas Terndrup
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Lisa A Weissfeld
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Jonathan Yabes
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
| | - Derek C Angus
- From the CRISMA (Clinical Research, Investigation, and Systems Modeling of Acute Illness) Center (D.T.H., C.-C.H.C., J.A.K., O.M.P.-P., D.C.A.), the Departments of Critical Care Medicine (D.T.H., J.A.K., O.M.P.-P., D.C.A.), Emergency Medicine (D.T.H., D.M.Y., A.M.B., H.P.), and Pathology (O.M.P.-P.), the MACRO (Multidisciplinary Acute Care Research Organization) Center (D.T.H., D.M.Y., D.C.A.), and the Divisions of General Internal Medicine (C.-C.H.C., M.J.F., J.Y.) and Infectious Diseases (Y.D.), University of Pittsburgh, and the Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System (M.J.F.) - all in Pittsburgh; the Department of Emergency Medicine, Massachusetts General Hospital (M.R.F.), the Department of Emergency Medicine, Beth Israel Deaconess Medical Center (M.W.D.), and the Department of Emergency Medicine, Brigham and Women's Hospital (P.C.H.) - all in Boston; the Department of Emergency Medicine, Norwalk Hospital, Norwalk, CT (J.F.); the Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA (M.A.F., T.T.); the Department of Emergency Medicine, Essentia Health, Duluth, MN (J.M.H.); the Department of Emergency Medicine, University of Maryland Medical Center, Baltimore (F.K.); the Department of Emergency Medicine, University of Alabama at Birmingham Hospital, Birmingham (M.C.K.); the Department of Emergency Medicine, University of California at Irvine Medical Center, Irvine (S.L.); the Department of Emergency Medicine, Maricopa Medical Center, Phoenix, AZ (F.L.); Eli Lilly, Indianapolis (F.P.); the Department of Emergency Medicine, Detroit Receiving Hospital, Detroit (R.L.S.); the Department of Emergency Medicine, Ohio State University, Columbus (L.S., T.T.); and Statistics Collaborative, Washington, DC (L.A.W.)
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94
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McDonagh MS, Peterson K, Winthrop K, Cantor A, Lazur BH, Buckley DI. Interventions to reduce inappropriate prescribing of antibiotics for acute respiratory tract infections: summary and update of a systematic review. J Int Med Res 2018; 46:3337-3357. [PMID: 29962311 PMCID: PMC6134646 DOI: 10.1177/0300060518782519] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Objective Antibiotic overuse contributes to antibiotic resistance and adverse
consequences. Acute respiratory tract infections (RTIs) are the most common
reason for antibiotic prescribing in primary care, but such infections often
do not require antibiotics. We summarized and updated a previously performed
systematic review of interventions to reduce inappropriate use of
antibiotics for acute RTIs. Methods To update the review, we searched MEDLINE®, the Cochrane Library (until
January 2018), and reference lists. Two reviewers selected the studies,
extracted the study data, and assessed the quality and strength of
evidence. Results Twenty-six interventions were evaluated in 95 mostly fair-quality studies.
The following four interventions had moderate-strength evidence of
improved/reduced antibiotic prescribing and low-strength evidence of no
adverse consequences: parent education (21% reduction, no increase return
visits), combined patient/clinician education (7% reduction, no change in
complications/satisfaction), procalcitonin testing for adults with RTIs of
the lower respiratory tract (12%–72% reduction, no increased adverse
consequences), and electronic decision support systems (24%–47% improvement
in appropriate prescribing, 5%–9% reduction, no increased
complications). Conclusions The best evidence supports use of specific educational interventions,
procalcitonin testing in adults, and electronic decision support to reduce
inappropriate antibiotic prescribing for acute RTIs without causing adverse
consequences.
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Affiliation(s)
- Marian S McDonagh
- 1 The Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, USA
| | - Kim Peterson
- 1 The Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, USA.,6 Evidence-based Synthesis Program (ESP) Coordinating Center, VA Portland Health Care System, Portland, OR, USA
| | - Kevin Winthrop
- 2 Division of Infectious Diseases, Oregon Health & Science University, Portland, OR, USA.,3 Department of Ophthalmology, Casey Eye Institute, Portland, OR, USA.,5 Department of Public Health & Preventive Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Amy Cantor
- 1 The Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, USA.,4 Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Brittany H Lazur
- 1 The Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, USA
| | - David I Buckley
- 1 The Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, USA.,4 Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA.,5 Department of Public Health & Preventive Medicine, Oregon Health & Science University, Portland, OR, USA
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95
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Degeling C, Johnson J, Iredell J, Nguyen KA, Norris JM, Turnidge JD, Dawson A, Carter SM, Gilbert GL. Assessing the public acceptability of proposed policy interventions to reduce the misuse of antibiotics in Australia: A report on two community juries. Health Expect 2017; 21:90-99. [PMID: 28665050 PMCID: PMC5750737 DOI: 10.1111/hex.12589] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2017] [Indexed: 01/21/2023] Open
Abstract
Objective To elicit the views of well‐informed community members on the acceptability of proposed policy interventions designed to improve community use of antibiotics in Australia. Design Two community juries held in 2016. Setting and participants Western Sydney and Dubbo communities in NSW, Australia. Twenty‐nine participants of diverse social and cultural backgrounds, mixed genders and ages recruited via public advertising: one jury was drawn from a large metropolitan setting; the other from a regional/rural setting. Main outcome measure Jury verdict and rationale in response to a prioritization task and structured questions. Results Both juries concluded that potential policy interventions to curb antibiotic misuse in the community should be directed towards: (i) ensuring that the public and prescribers were better educated about the dangers of antibiotic resistance; (ii) making community‐based human and animal health‐care practitioners accountable for their prescribing decisions. Patient‐centred approaches such as delayed prescribing were seen as less acceptable than prescriber‐centred approaches; both juries completely rejected any proposal to decrease consumer demand by increasing antibiotic prices. Conclusion These informed citizens acknowledged the importance of raising public awareness of the risks, impacts and costs of antibiotic resistance and placed a high priority on increasing social and professional accountability through restrictive measures. Their overarching aim was that policy interventions should be directed towards creating collective actions and broad social support for changing antibiotic use through establishing and explaining the need for mechanisms to control and support better prescribing by practitioners, while not transferring the burdens, costs and risks of interventions to consumers.
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Affiliation(s)
- Chris Degeling
- Centre for Values, Ethics and the Law in Medicine, School of Public Health, University of Sydney, Sydney, NSW, Australia.,Marie Bashir Institute for Infectious Disease and Biosecurity, University of Sydney, Sydney, NSW, Australia
| | - Jane Johnson
- Centre for Values, Ethics and the Law in Medicine, School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - Jon Iredell
- Marie Bashir Institute for Infectious Disease and Biosecurity, University of Sydney, Sydney, NSW, Australia.,Centre for Infectious Diseases and Microbiology, Westmead Hospital, Westmead, NSW, Australia
| | - Ky-Anh Nguyen
- Institute of Dental Research, Westmead Centre for Oral Health and Westmead Institute for Medical Research, Sydney, NSW, Australia.,Discipline of Life Sciences, Faculty of Dentistry, University of Sydney, Sydney, NSW, Australia
| | - Jacqueline M Norris
- Faculty of Science, Sydney School of Veterinary Science, University of Sydney, Sydney, NSW, Australia
| | - John D Turnidge
- Departments of Pathology, and Molecular and Cellular Biology, University of Adelaide, Adelaide, SA, Australia
| | - Angus Dawson
- Centre for Values, Ethics and the Law in Medicine, School of Public Health, University of Sydney, Sydney, NSW, Australia.,Marie Bashir Institute for Infectious Disease and Biosecurity, University of Sydney, Sydney, NSW, Australia
| | - Stacy M Carter
- Centre for Values, Ethics and the Law in Medicine, School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - Gwendolyn L Gilbert
- Centre for Values, Ethics and the Law in Medicine, School of Public Health, University of Sydney, Sydney, NSW, Australia.,Marie Bashir Institute for Infectious Disease and Biosecurity, University of Sydney, Sydney, NSW, Australia.,Centre for Infectious Diseases and Microbiology, Westmead Hospital, Westmead, NSW, Australia
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