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Li Q, Wu J, Chen Z, Wang J, Gong Y, Yin X. Prevalence of self-medication with antibiotics and its related factors among the general public and health professionals during the COVID-19 pandemic: A cross-sectional study in China. Am J Infect Control 2024; 52:759-764. [PMID: 38401644 DOI: 10.1016/j.ajic.2024.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 02/16/2024] [Accepted: 02/16/2024] [Indexed: 02/26/2024]
Abstract
BACKGROUND Self-medication with antibiotics (SMA) is a common public health concern. This study aimed to assess the prevalence of SMA in the general public and health professionals during the COVID-19 pandemic and identify the associated factors. METHODS A cross-sectional study was conducted from October 28, 2022, to November 6, 2022. Logistics regression analysis was used to examine the associated factors. RESULTS The rate of SMA was 10.25% in the general public and 12.69% in health professionals. For the public, those who perceived themselves as average or good health, had moderate antibiotic knowledge, and had easy access to nearby health facilities were less likely to SMA; while those who live in rural areas, found it easy to purchase antibiotics without prescriptions, and those who frequently encountered antibiotics recommended by pharmacy staff were more likely to SMA. For health professionals, those who were female, perceived themselves as good health, had moderate or high antibiotic knowledge, and had easy access to health facilities were less likely to SMA; while those who found it easy to purchase antibiotics without prescriptions were more likely to SMA. CONCLUSIONS SMA is prevalent in both the general public and health professionals. Promoting the rational use of antibiotics requires joint participation and effort.
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Affiliation(s)
- Qinnan Li
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jianxiong Wu
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhenyuan Chen
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jing Wang
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yanhong Gong
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaoxv Yin
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
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Reblin M, Ward C, Hammond A, Peloquin J, Rabinowitz M, Fung M, Threlkeld K, Nowak S. Understanding barriers and facilitators of appropriate antibiotic use: a qualitative analysis of an online parenting forum. Fam Pract 2024; 41:155-160. [PMID: 37950458 DOI: 10.1093/fampra/cmad103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2023] Open
Abstract
PURPOSE Antibiotic use and misuse are common in pregnant women and young children. Few studies have assessed real-world discussions of antibiotics in these populations. Using social media posts of pregnant women and parents, our goal was to identify key themes about facilitators and barriers to appropriate antibiotic usage. METHODS A purposive sample of public posts and comments relevant to antibiotic use was collected from the BabyCenter United States social media site. Using a directed content analysis, themes related to facilitators and barriers to appropriate antibiotic use were identified. RESULTS Seven hundred and twenty-six posts and 5227 comments were analysed. Themes centred around individual factors, interpersonal factors, and structural factors. Individual factors included knowledge and beliefs. Though misinformation was present, most parents were aware of appropriate antibiotic usage and perceived antibiotics as safe and effective. Some hesitance around using antibiotics led to recommendations for home remedies or over-the-counter treatments. Interpersonal factors focused on a lack of available offline peer support, the expertise of providers, as well as a potential lack of attention from those providers. Structural factors, including access to care, also impacted parents' antibiotic use and misuse. CONCLUSION Though most parents demonstrated appropriate knowledge about antibiotics and a willingness to follow guidelines, negative experiences with their providers, a lack of support from peers, and structural factors presented as potential barriers to appropriate antibiotic use. Implementing avenues for peer support for parents, allowing more time for providers to address parents' concerns, and improving access to providers could improve appropriate antibiotic use in parents.
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Affiliation(s)
- Maija Reblin
- Department of Family Medicine, University of Vermont, Burlington, VT, United States
| | - Carter Ward
- Complex Systems & Data Science, University of Vermont, Burlington, VT, United States
| | - Alice Hammond
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, VT, United States
| | - Jack Peloquin
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, VT, United States
| | - Morgan Rabinowitz
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, VT, United States
| | - Mark Fung
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, VT, United States
| | - Kirsten Threlkeld
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, VT, United States
| | - Sarah Nowak
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, VT, United States
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Hamill MM, Onzia A, Parkes-Ratanshi RM, Kyambadde P, Mande E, Nakate V, Melendez JH, Gough E, Manabe YC. Antibiotic overuse, poor antimicrobial stewardship, and low specificity of syndromic case management in a cross section of men with urethral discharge syndrome in Kampala, Uganda. PLoS One 2024; 19:e0290574. [PMID: 38489281 PMCID: PMC10942085 DOI: 10.1371/journal.pone.0290574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 08/11/2023] [Indexed: 03/17/2024] Open
Abstract
OBJECTIVE High prevalence of sexually transmitted infections (STIs) combined with poor antimicrobial stewardship are drivers of STI antimicrobial resistance (AMR) especially in resource-limited settings where syndromic case management (SCM) is the norm. We characterized patterns of antibiotic use prior to clinic attendance and study enrollment in Ugandan men with urethral discharge syndrome (UDS), evaluated in-clinic prescribing, and the performance characteristics of SCM. METHODS Participants were recruited from government clinics participating in an existing gonococcal surveillance program in Kampala, Uganda. Questionnaires including antimicrobial use prior to attendance, prior episodes of UDS, penile swabs, and blood samples were collected. Bivariable and multivariable logistic regression models were used to estimate odds ratios (OR) for preselected factors likely to be associated with antibiotic use. In-clinic antibiotic treatment data were extracted from clinical notes, and the performance of SCM against laboratory-based STI diagnoses was evaluated. FINDINGS Between October 2019 and November 2020, 100(40%) of 250 men with UDS reported taking antibiotics in the 14days prior to attending the clinic. Of these 210(84%) had at least one curable STI and 20% had a reactive point-of-care HIV test. Multivariable analysis demonstrated significant associations between recent antimicrobial use and duration of UDS symptoms <6 days (OR 2.98(95%CI 1.07,8.36), p = 0.038), and sex with women only (OR 0.08(95%CI 0.01,0.82),p = 0.038). The sensitivity of SCM ranged from 80.0% to 94.4%; specificity was low between 5.6% and 33.1%. The positive predictive value of SCM ranged from 2.4(95%CI 0.7,6.0) for trichomoniasis to 63.4(95%CI 56.5,69.9) for gonorrhea. CONCLUSION Pre-enrollment antibiotic use was common in this population at high risk of STI and HIV. Combined with the poor specificity of SCM for male UDS, extensive antibiotic use is a likely driver of STI-AMR in Ugandan men. Interventions to improve antimicrobial stewardship and deliver affordable diagnostics to augment SCM and decrease overtreatment of STI syndromes are required.
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Affiliation(s)
- Matthew M. Hamill
- Division of infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, United States of America
| | - Annet Onzia
- Infectious Disease Institute, Kampala, Uganda
| | | | - Peter Kyambadde
- Ministry of Health, National Sexually Transmitted Infections Control Program, Kampala, Uganda
| | | | | | - Johan H. Melendez
- Division of infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, United States of America
| | - Ethan Gough
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Yukari C. Manabe
- Division of infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, United States of America
- Infectious Disease Institute, Kampala, Uganda
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Bocquier A, Erkilic B, Babinet M, Pulcini C, Agrinier N. Resident-, prescriber-, and facility-level factors associated with antibiotic use in long-term care facilities: a systematic review of quantitative studies. Antimicrob Resist Infect Control 2024; 13:29. [PMID: 38448955 PMCID: PMC10918961 DOI: 10.1186/s13756-024-01385-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 02/29/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Antimicrobial stewardship programmes are needed in long-term care facilities (LTCFs) to tackle antimicrobial resistance. We aimed to identify factors associated with antibiotic use in LTCFs. Such information would be useful to guide antimicrobial stewardship programmes. METHOD We conducted a systematic review of studies retrieved from PubMed, Cochrane Library, Embase, APA PsycArticles, APA PsycINFO, APA PsycTherapy, ScienceDirect and Web of Science. We included quantitative studies that investigated factors associated with antibiotic use (i.e., antibiotic prescribing by health professionals, administration by LTCF staff, or use by residents). Participants were LTCF residents, their family, and/or carers. We performed a qualitative narrative synthesis of the findings. RESULTS Of the 7,591 screened records, we included 57 articles. Most studies used a longitudinal design (n = 34/57), investigated resident-level (n = 29/57) and/or facility-level factors (n = 32/57), and fewer prescriber-level ones (n = 8/57). Studies included two types of outcome: overall volume of antibiotic prescriptions (n = 45/57), inappropriate antibiotic prescription (n = 10/57); two included both types. Resident-level factors associated with a higher volume of antibiotic prescriptions included comorbidities (5 out of 8 studies which investigated this factor found a statistically significant association), history of infection (n = 5/6), potential signs of infection (e.g., fever, n = 4/6), positive urine culture/dipstick results (n = 3/4), indwelling urinary catheter (n = 12/14), and resident/family request for antibiotics (n = 1/1). At the facility-level, the volume of antibiotic prescriptions was positively associated with staff turnover (n = 1/1) and prevalence of after-hours medical practitioner visits (n = 1/1), and negatively associated with LTCF hiring an on-site coordinating physician (n = 1/1). At the prescriber-level, higher antibiotic prescribing was associated with high prescription rate for antibiotics in the previous year (n = 1/1). CONCLUSIONS Improving infection prevention and control, and diagnostic practices as part of antimicrobial stewardship programmes remain critical steps to reduce antibiotic prescribing in LTCFs. Once results confirmed by further studies, implementing institutional changes to limit staff turnover, ensure the presence of a professional accountable for the antimicrobial stewardship activities, and improve collaboration between LTCFs and external prescribers may contribute to reduce antibiotic prescribing.
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Affiliation(s)
- Aurélie Bocquier
- Université de Lorraine, Inserm, INSPIIRE, Nancy, F-54000, France.
| | - Berkehan Erkilic
- Université de Lorraine, Inserm, INSPIIRE, Nancy, F-54000, France
| | - Martin Babinet
- CHRU-Nancy, INSERM, Université de Lorraine, CIC, Epidémiologie clinique, Nancy, F-54000, France
| | - Céline Pulcini
- Université de Lorraine, Inserm, INSPIIRE, Nancy, F-54000, France
- Centre régional en antibiothérapie du Grand Est AntibioEst, Université de Lorraine, CHRU-Nancy, Nancy, F-54000, France
| | - Nelly Agrinier
- Université de Lorraine, Inserm, INSPIIRE, Nancy, F-54000, France
- CHRU-Nancy, INSERM, Université de Lorraine, CIC, Epidémiologie clinique, Nancy, F-54000, France
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Bourgi N, Olaby AA, Najdi A, Hatem G. Predictors of antibiogram performance and antibiotic resistance patterns in the northern Syrian region: A cross-sectional investigation. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2024; 13:100416. [PMID: 38352887 PMCID: PMC10862069 DOI: 10.1016/j.rcsop.2024.100416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/20/2024] [Accepted: 01/29/2024] [Indexed: 02/16/2024] Open
Abstract
Introduction Antibiogram use is crucial in the fight against antibiotic resistance in Syria, helping to guide treatment decisions, monitor resistance trends, and implement measures to mitigate this global health threat. This study explores the predictors of antibiogram performance and antibiotic resistance patterns in hospital settings in the Northern Syrian region. Methods An observational cross-sectional study was performed over six months, from the beginning of September 2022 to February 2023, targeting patients admitted to two hospitals in Syria with susceptibility to infection. The study excluded patients who did not consent or were unwilling to participate, while all individuals admitted due to infectious diseases, regardless of age, sex, or race, were included in the research. Data were collected prospectively, and antimicrobial susceptibility evaluations were performed using the disc diffusion method (the Kirby-Bauer test). Statistical analyses, including the analysis of the results, were conducted utilizing the Statistical Package for Social Sciences (SPSS Inc., Chicago, Illinois) Version 29. Results Of 300 hospitalized patients taking antibiotics, an antibiogram was performed for 200 individuals (cases), while 100 patients (controls) received direct treatment. One-hundred eighty-five cases had a positive culture (69.7% Gram-negative and 30.3% Gram-positive) and subsequently underwent assessment for antibiotic resistance. Cases comprised more females (56.0%) than controls (48.0%), with no statistically significant differences (p > 0.05). Significantly more patients between 25 and 63 were cases (63.8%) than controls (51.0%), while older ages were notably higher among controls (31.7%; p = 0.044), history of cardiovascular diseases was higher among controls (59.0%) than cases (47.0%; p = 0.050). Escherichia coli (N = 60; 30%), Klebsiella (N = 37; 18.5%), and Streptococcus (N = 32; 16%) were the most common bacteria. The study explored antibiotic resistance patterns among identified germs, emphasizing the high sensitivity of all identified germs for broad-spectrum antibiotics, including meropenem, amikacin, gentamicin, and fluoroquinolones (levofloxacin, ciprofloxacin). High resistance (%Sensitivity below 60%) was noted for Sulfamethoxazole, nalidixic acid, amoxiclav, lincomycin cefotaxime, ceftriaxone, and cefixime. Specifically, Escherichia coli exhibited robust sensitivity to meropenem (100%), amikacin (93.2%), and ciprofloxacin (92.7%). However, notable resistance was observed against sulfamethoxazole (68.8%), amoxicillin-clavulanate (78.3%), and cefotaxime (88.3%). For Klebsiella, resistance rates were prominent, particularly against sulfamethoxazole (69.4%), amoxicillin (83.8%), and nalidixic acid (100%). Among Gram-positive bacteria, Staphylococcus demonstrated significant resistance to sulfamethoxazole (95.2%) and ceftriaxone (78.3%) while maintaining high sensitivity to meropenem (100%) and vancomycin (100%). Streptococcus exhibited notable resistance against sulfamethoxazole (87.5%) and cefotaxime (90.6%). Conclusion The increase in resistance to penicillins, sulfonamides, and cephalosporins, along with continued sensitivity to broad-spectrum antibiotics, including aminoglycosides, carbapenems, and fluoroquinolones, emphasizes the importance of promoting antibiogram use and antibiotic stewardship programs. The limited availability of new antibiotics reinforces the need for urgent efforts to optimize antibiotic use and improve clinical outcomes in Northern Syria.
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Affiliation(s)
- Nour Bourgi
- European Global School University, Istanbul, Turkey
- Universiti Sains Malaysia-offshore program, Malaysia
| | | | - Ali Najdi
- European Global School University, Istanbul, Turkey
- Universiti Sains Malaysia-offshore program, Malaysia
| | - Georges Hatem
- Clinical and Epidemiological Research Laboratory, Faculty of Pharmacy, Lebanese University, Hadat, Lebanon
- EPIUnit – Institute of Public Health, University of Porto, Porto, Portugal
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Lin R, Duan L, Liu C, Wang D, Zhang X, Wang X, Zhang X, Wang Q, Zheng S, Liu C. The public's antibiotic use behavioural patterns and their determinants for upper respiratory tract infections: a latent class analysis based on consumer behaviour model in China. Front Public Health 2023; 11:1231370. [PMID: 38162628 PMCID: PMC10754980 DOI: 10.3389/fpubh.2023.1231370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
Background The irrational use of antibiotics among the public is a major contributor to antimicrobial resistance (AMR), which is a serious global threat. Prior studies have demonstrated that there are different behavioural patterns regarding antibiotic use among the public, and targeted interventions for subgroups with different behavioural patterns may be more effective. Thus, this study aimed to identify the public's behavioural patterns of antibiotic use for upper respiratory tract infections (URTIs) and their influencing factors. Methods A cross-sectional survey was conducted among the general population in Chongqing, China. Consumer decision-making (Consumer Behaviour Model, CBM) was used to assess the public's behaviours regarding antibiotic use, including need recognition, information searching, alternative evaluation, obtaining antibiotics, antibiotic consumption, and postuse evaluation. Furthermore, a latent class analysis was used to identify the underlying behavioural patterns among the public. The identified behavioural patterns of antibiotic use were further linked with individuals' capacity, opportunity, and motivation factors of antibiotic use based on a multinominal logistic regression to explore possible determinants. Results A total of 815 respondents were enrolled in the study. The public's irrational use of antibiotics was prevalent, including antibiotic self-medication (39.63%), nonprescription antibiotic purchasing (59.02%), and early stopping of antibiotic prescriptions (76.56%). Participants had inadequate knowledge of antibiotics (Mean = 2.33, SD = 1.71), reported high availability to antibiotics (Mean = 7.13, SD = 2.41), held strong belief in antibiotic effectiveness (Mean = 10.29, SD = 2.71), and demonstrated a high perceived threat of AMR (Mean = 12.30, SD = 3.20). Four behavioural patterns regarding antibiotic use for URTIs were identified, namely, "antibiotic self-medicators" (n = 165, 20.25%), "formal health care seekers" (n = 216, 26.50%), "various treatment users" (n = 198, 24.20%), and "self-medication without antibiotics" (n = 236, 28.96%). Individuals' self-efficacy of antibiotic use, belief in antibiotic effectiveness, awareness of antibiotic side effects, perceived antibiotic availability, social influence, and demographics (age, education, medical insurance, and having a medical background) were significantly associated with the public's different behavioural patterns of antibiotic use for URTIs. Conclusion This study calls for collaborative efforts among the public, physicians, policy makers, and the implementation of precise and multifaceted interventions to effectively reduce irrational use of antibiotics in the public. Such interventions include identifying subgroups within the public to provide more targeted education about antibiotics and the management of URTIs, reinforcing the regulation of antibiotic dispensing, and improving physicians' rational antibiotic prescriptions.
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Affiliation(s)
- Rujiao Lin
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Lixia Duan
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Chaojie Liu
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia
| | - Dan Wang
- School of Management, Hubei University of Chinese Medicine, Wuhan, Hubei, China
| | - Xinping Zhang
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xi Wang
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xinyi Zhang
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qianning Wang
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Shuangjiang Zheng
- Department of Medical Affairs, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chenxi Liu
- School of Medicine and Health Management, Tongji Medical School, Huazhong University of Science and Technology, Wuhan, Hubei, China
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Waswa JP, Kiggundu R, Joshi MP, Mpagi J, Kasujja H, Murungi M, Kajumbula H, Were E, Schwarz D, Lwere K, Konduri N. Addressing gaps in AMR awareness in the public: an evidence-based policy brief to guide school curriculum review in Uganda. Front Public Health 2023; 11:1287523. [PMID: 38074735 PMCID: PMC10707988 DOI: 10.3389/fpubh.2023.1287523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 10/30/2023] [Indexed: 12/18/2023] Open
Abstract
The government of Uganda, through its Ministry of Health, previously adopted curriculum review as a mechanism to respond to public health threats such as HIV/AIDS and include content in primary and secondary schools. This approach contributes to raising public awareness, a key strategy recommended by the World Health Organization to support the global response to the threat of antimicrobial resistance (AMR). This policy brief, developed for policymakers related to school curricula, aims to advocate for and support integration of AMR content in Uganda's primary and secondary level school curricula. The policy brief supports efforts by the multisectoral National AMR Subcommittee to create awareness on this issue as part of its role in facilitating the operationalization of Uganda's National Action Plan on AMR.
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Affiliation(s)
- JP Waswa
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Kampala, Uganda
| | - Reuben Kiggundu
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Kampala, Uganda
| | - Mohan P. Joshi
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Arlington, VA, United States
| | - Joseph Mpagi
- Faculty of Health Sciences, Busitema University, Mbale, Uganda
| | - Hassan Kasujja
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Kampala, Uganda
| | - Marion Murungi
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Kampala, Uganda
| | - Henry Kajumbula
- Department of Microbiology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Esther Were
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Arlington, VA, United States
| | - Dan Schwarz
- Global Health Systems Innovation, Management Sciences for Health, Medford, MA, United States
| | - Kamada Lwere
- Faculty of Health Sciences, Soroti University, Soroti, Uganda
- Faculty of Health Sciences, Islamic University in Uganda, Mbale, Uganda
| | - Niranjan Konduri
- USAID Medicines, Technologies, and Pharmaceutical Services Program, Management Sciences for Health, Arlington, VA, United States
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Kubasari C, Adeapena W, Najjemba R, Hedidor GK, Adjei RL, Manu G, Timire C, Afari-Asiedu S, Asante KP. Quality of Data Recording and Antimicrobial Use in a Municipal Veterinary Clinic in Ghana. Trop Med Infect Dis 2023; 8:485. [PMID: 37999604 PMCID: PMC10675351 DOI: 10.3390/tropicalmed8110485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/21/2023] [Accepted: 08/23/2023] [Indexed: 11/25/2023] Open
Abstract
The recording of antimicrobial use data is critical for the development of interventions for the containment of antimicrobial resistance. This cross-sectional study assessed whether dissemination activities and recommendations made after an operational research (OR) study in 2021 resulted in better data recording and improved the use of antimicrobials in a rural veterinary clinic. Routinely collected data from treatment record books were compared between 2013 and 2019 (pre-OR) and from July 2021 to April 2023 (post-OR). The most common animals presenting for care in the the pre - and post OR periods were dogs (369 and 206, respectively). Overall, antimicrobial use in animals increased from 53% to 77% between the two periods. Tetracycline was the most commonly used antimicrobial (99%) during the pre-OR period, while Penicillin-Streptomycin was the most commonly used antimicrobial (65%) during the post-OR period. All animals that received care at the clinic were documented in the register during both periods. Whereas the diagnosis was documented in 269 (90%) animals in the post-OR period compared to 242 (47%) in the pre-OR period, the routes and dosages were not adequately recorded during the both periods. Therefore, the quality of data recording was still deficient despite the dissemination and the recommendations made to some key stakeholders. Recommendations are made for a standardized antimicrobial reporting tool, refresher training, and continuous supervisory visits to the clinic.
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Affiliation(s)
- Cletus Kubasari
- Kintampo Health Research Centre, Research and Development Division, Ghana Health Service, Kintampo P.O. Box 200, Ghana; (W.A.); (G.M.); (S.A.-A.); (K.P.A.)
| | - Wisdom Adeapena
- Kintampo Health Research Centre, Research and Development Division, Ghana Health Service, Kintampo P.O. Box 200, Ghana; (W.A.); (G.M.); (S.A.-A.); (K.P.A.)
| | | | | | - Raymond Lovelace Adjei
- Council for Scientific and Industrial Research-Animal Research Institute, Accra P.O Box 20, Ghana;
| | - Grace Manu
- Kintampo Health Research Centre, Research and Development Division, Ghana Health Service, Kintampo P.O. Box 200, Ghana; (W.A.); (G.M.); (S.A.-A.); (K.P.A.)
| | - Collins Timire
- International Union Against Tuberculosis and Lung Diseases, 75006 Paris, France;
| | - Samuel Afari-Asiedu
- Kintampo Health Research Centre, Research and Development Division, Ghana Health Service, Kintampo P.O. Box 200, Ghana; (W.A.); (G.M.); (S.A.-A.); (K.P.A.)
| | - Kwaku Poku Asante
- Kintampo Health Research Centre, Research and Development Division, Ghana Health Service, Kintampo P.O. Box 200, Ghana; (W.A.); (G.M.); (S.A.-A.); (K.P.A.)
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Değer MS, Sezerol MA, Atak M. Rational Drug and Antibiotic Use Status, E-Health Literacy in Syrian Immigrants and Related Factors: A Cross-Sectional Study. Antibiotics (Basel) 2023; 12:1531. [PMID: 37887232 PMCID: PMC10604171 DOI: 10.3390/antibiotics12101531] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/08/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
Rational drug use is a pivotal concept linked with morbidity and mortality. Immigration plays a significant role as a determinant affecting individuals' health-related attitudes, behaviors, and the pursuit of health services. Within this context, the study was initiated to assess the factors influencing health literacy and rational drug use among Syrian immigrants in Istanbul. A cross-sectional study was undertaken on 542 Syrian adults utilizing a three-part questionnaire encompassing sociodemographics, rational drug use, and the e-health literacy scale (eHEALS). With an average age of 39.19 ± 13.10 years, a majority of participants believed medications should solely be doctor-prescribed (97%) and opposed keeping antibiotics at home (93.7%). Yet, 62.5% thought excessive herbal medicine use was harmless. The mean eHEALS score stood at 20.57 ± 7.26, and factors like age, marital status, income, and duration of stay in Turkey influenced e-health literacy. Associations were seen between low e-health literacy and being female, being older, having a lower education level, and regular medication use. Syrian immigrants displayed proper knowledge concerning antibiotics yet exhibited gaps in their understanding of general drug usage, treatment adherence, and herbal medicines. Approximately 80.3% had limited health literacy, pointing to the need for targeted interventions for enhanced health and societal assimilation.
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Affiliation(s)
- Mehmet Sait Değer
- Department of Public Health, Medical Faculty, Hitit University, Corum 19030, Türkiye;
| | - Mehmet Akif Sezerol
- Epidemiology Program, Institute of Health Sciences, Istanbul Medipol University, Istanbul 34810, Türkiye;
- Sultanbeyli District Health Directorate, Istanbul 34935, Türkiye
- Health Management Program, Graduate Education Institute, Maltepe University, Istanbul 34857, Türkiye
- Department of Public Health, School of Medicine, Istanbul Medipol University, Istanbul 34810, Türkiye
| | - Muhammed Atak
- Department of Public Health, Istanbul Medical Faculty, Istanbul University, Istanbul 34093, Türkiye
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10
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Laytner LA, Olmeda K, Salinas J, Alquicira O, Nash S, Zoorob R, Paasche-Orlow MK, Trautner BW, Grigoryan L. Acculturation and Subjective Norms Impact Non-Prescription Antibiotic Use among Hispanic Patients in the United States. Antibiotics (Basel) 2023; 12:1419. [PMID: 37760716 PMCID: PMC10525363 DOI: 10.3390/antibiotics12091419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/31/2023] [Accepted: 09/02/2023] [Indexed: 09/29/2023] Open
Abstract
Using antibiotics without medical guidance (non-prescription antibiotic use) may contribute to antimicrobial resistance. Hispanic individuals are a growing demographic group in the United States (US) with a high prevalence of non-prescription antibiotic use. We investigated the effects of acculturation and subjective norms on Hispanic individuals' intentions to use antibiotics without a prescription from the following sources: (1) markets in the United States (not legal), (2) other countries (abroad), (3) leftovers from previous prescriptions, and (4) friends/relatives. We surveyed self-identified Hispanic outpatients in eight clinics from January 2020 to June 2021 using the previously validated Short Acculturation Scale for Hispanics (SASH). Of the 263 patients surveyed, 47% reported previous non-prescription use, and 54% expressed intention to use non-prescription antibiotics if feeling sick. Individuals with lower acculturation (Spanish-speaking preferences) expressed greater intentions to use antibiotics from abroad and from any source. Individuals with more friends/relatives who obtain antibiotics abroad were over 2.5 times more likely to intend to use non-prescription antibiotics from friends/relatives (p = 0.034). Other predictors of intention to use non-prescription antibiotics included high costs of doctor visits and perceived language barriers in the clinic. Antibiotic stewardship interventions in Hispanic communities in the United States should consider the sociocultural and healthcare barriers influencing non-prescription use and promote language-concordant healthcare.
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Affiliation(s)
- Lindsey A. Laytner
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX 77098, USA
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Houston, TX 77021, USA
| | - Kiara Olmeda
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX 77098, USA
| | - Juanita Salinas
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX 77098, USA
| | - Osvaldo Alquicira
- Tilman J. Fertitta Family College of Medicine, Houston, TX 77021, USA
| | - Susan Nash
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX 77098, USA
| | - Roger Zoorob
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX 77098, USA
| | | | - Barbara W. Trautner
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Houston, TX 77021, USA
- Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX 77030, USA
- Department of Medicine, Section of Health Services Research, Baylor College of Medicine, Houston, TX 77030, USA
| | - Larissa Grigoryan
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX 77098, USA
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Houston, TX 77021, USA
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11
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Muteeb G. Nanotechnology-A Light of Hope for Combating Antibiotic Resistance. Microorganisms 2023; 11:1489. [PMID: 37374990 DOI: 10.3390/microorganisms11061489] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
Antibiotic usage and resistance are major health concerns. Antibiotic resistance occurs when bacteria evolve to resist the effects of antibiotics, making it impossible to treat infections. The overuse and misuse of antibiotics are the main contributing factors, while environmental stress (such as heavy metals accumulation), unhygienic conditions, illiteracy, and unawareness also contribute to antibiotic resistance. The slow and costly development of new antibiotics has lagged behind the emergence of antibiotic-resistant bacteria, and the overuse of antibiotics leads to negative consequences. The current study used different literature resources to generate an opinion and find a possible solution to antibiotic barriers. Different scientific approaches have been reported to overcome antibiotic resistance. The most useful approach among these is nanotechnology. Nanoparticles can be engineered to disrupt bacterial cell walls or membranes, effectively eliminating resistant strains. Additionally, nanoscale devices enable the real-time monitoring of bacterial populations, allowing for the early detection of resistance emergence. Nanotechnology, along with evolutionary theory offers promising avenues in combating antibiotic resistance. Evolutionary theory helps us understand the mechanisms by which bacteria develop resistance, allowing us to anticipate and counteract their adaptive strategies. By studying the selective pressures that drive resistance, we can therefore design more effective interventions or traps. The synergy between the evolutionary theory and nanotechnology presents a powerful approach to combat antibiotic resistance, offering new avenues for the development of effective treatments and the preservation of our antibiotic arsenal.
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Affiliation(s)
- Ghazala Muteeb
- Department of Nursing, College of Applied Medical Science, King Faisal University, Al-Ahsa 31982, Saudi Arabia
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12
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Schramm L, Byrne MK, Sweetnam T. Antibiotic Misuse Behaviours of Older People: Confirmation of the Factor Structure of the Antibiotic Use Questionnaire. Antibiotics (Basel) 2023; 12:antibiotics12040718. [PMID: 37107080 PMCID: PMC10135189 DOI: 10.3390/antibiotics12040718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/22/2023] [Accepted: 03/28/2023] [Indexed: 04/29/2023] Open
Abstract
Antibacterial resistance (AR) is responsible for steadily rising numbers of untreatable bacterial infections, most prevalently found in the older adult (OA) population due to age-related physical and cognitive deterioration, more frequent and long-lasting hospital visits, and reduced immunity. There are currently no established measures of antibiotic use behaviours for older adults, and theory-informed approaches to identifying the drivers of antibiotic use in older adults are lacking in the literature. The objective of this study was to identify predictors of antibiotic use and misuse in older adults using the Antibiotic Use Questionnaire (AUQ), a measure informed by the factors of the Theory of Planned Behaviour (TPB): attitudes and beliefs, social norms, perceived behavioural control, behaviour, and a covariate-knowledge. A measure of social desirability was included, and participants scoring highly were excluded to control for social desirability bias. Confirmatory Factor Analyses and regression analyses were conducted to test the hypotheses in a cross-sectional, anonymous survey. A total of 211 participants completed the survey, 47 of which were excluded due to incompletion and high social desirability scores (≥5). Results of the factor analysis confirmed that some (but not all) factors from previous research in the general population were confirmed in the OA sample. No factors were found to be significant predictors of antibiotic use behaviour. Several suggestions for the variance in results from that of the first study are suggested, including challenges with meeting requirement for statistical power. The paper concludes that further research is required to determine the validity of the AUQ in an older adult population.
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Affiliation(s)
- Loni Schramm
- Faculty of Health, Charles Darwin University, Darwin, NT 0909, Australia
| | - Mitchell K Byrne
- Faculty of Health, Charles Darwin University, Darwin, NT 0909, Australia
| | - Taylor Sweetnam
- Faculty of Health, Charles Darwin University, Darwin, NT 0909, Australia
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13
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Allel K, Day L, Hamilton A, Lin L, Furuya-Kanamori L, Moore CE, Van Boeckel T, Laxminarayan R, Yakob L. Global antimicrobial-resistance drivers: an ecological country-level study at the human-animal interface. Lancet Planet Health 2023; 7:e291-e303. [PMID: 37019570 DOI: 10.1016/s2542-5196(23)00026-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 01/20/2023] [Accepted: 02/01/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND Antimicrobial resistance (AMR) is a pressing, holistic, and multisectoral challenge facing contemporary global health. In this study we assessed the associations between socioeconomic, anthropogenic, and environmental indicators and country-level rates of AMR in humans and food-producing animals. METHODS In this modelling study, we obtained data on Carbapenem-resistant Acinetobacter baumanii and Pseudomonas aeruginosa, third generation cephalosporins-resistant Escherichia coli and Klebsiella pneumoniae, oxacillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococcus faecium AMR in humans and food-producing animals from publicly available sources, including WHO, World Bank, and Center for Disease Dynamics Economics and Policy. AMR in food-producing animals presented a combined prevalence of AMR exposure in cattle, pigs, and chickens. We used multivariable β regression models to determine the adjusted association between human and food-producing animal AMR rates and an array of ecological country-level indicators. Human AMR rates were classified according to the WHO priority pathogens list and antibiotic-bacterium pairs. FINDINGS Significant associations were identified between animal antimicrobial consumption and AMR in food-producing animals (OR 1·05 [95% CI 1·01-1·10]; p=0·013), and between human antimicrobial consumption and AMR specifically in WHO critical priority (1·06 [1·00-1·12]; p=0·035) and high priority (1·22 [1·09-1·37]; p<0·0001) pathogens. Bidirectional associations were also found: animal antibiotic consumption was positively linked with resistance in critical priority human pathogens (1·07 [1·01-1·13]; p=0·020) and human antibiotic consumption was positively linked with animal AMR (1·05 [1·01-1·09]; p=0·010). Carbapenem-resistant Acinetobacter baumanii, third generation cephalosporins-resistant Escherichia coli, and oxacillin-resistant Staphylococcus aureus all had significant associations with animal antibiotic consumption. Analyses also suggested significant roles of socioeconomics, including governance on AMR rates in humans and animals. INTERPRETATION Reduced rates of antibiotic consumption alone will not be sufficient to combat the rising worldwide prevalence of AMR. Control methods should focus on poverty reduction and aim to prevent AMR transmission across different One Health domains while accounting for domain-specific risk factors. The levelling up of livestock surveillance systems to better match those reporting on human AMR, and, strengthening all surveillance efforts, particularly in low-income and middle-income countries, are pressing priorities. FUNDING None.
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Affiliation(s)
- Kasim Allel
- Department of Disease Control, Faculty of Infectious & Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK; Antimicrobial Resistance Centre, London School of Hygiene & Tropical Medicine, London, UK; Institute for Global Health, University College London, London, UK.
| | - Lucy Day
- Department of Disease Control, Faculty of Infectious & Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | | | - Leesa Lin
- Department of Disease Control, Faculty of Infectious & Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK; Laboratory of Data Discovery for Health, Hong Kong Science Park, Hong Kong Special Administrative Region, China; The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Luis Furuya-Kanamori
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Catrin E Moore
- The Centre for Neonatal and Paediatric Infection, Infection and Immunity Institute, St George's, University of London, UK
| | - Thomas Van Boeckel
- Eidgenössische Technische Hochschule, Zurich, Health Geography and Policy Group, Zurich, Switzerland
| | - Ramanan Laxminarayan
- The One Health Trust, Washington DC, USA; The High Meadows Environmental Institute, Princeton University, Princeton, NJ, USA
| | - Laith Yakob
- Department of Disease Control, Faculty of Infectious & Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK; Antimicrobial Resistance Centre, London School of Hygiene & Tropical Medicine, London, UK
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14
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Ahmed I, King R, Akter S, Akter R, Aggarwal VR. Determinants of antibiotic self-medication: A systematic review and meta-analysis. Res Social Adm Pharm 2023; 19:1007-1017. [PMID: 37019706 DOI: 10.1016/j.sapharm.2023.03.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 04/05/2023]
Abstract
BACKGROUND Decreasing the prevalence of antibiotic self-medication among the public requires proper understanding of the risk factors involved. However, the determinants of antibiotic self-medication are not well defined. OBJECTIVES To identify patient and health system-related determinants of antibiotic self-medication among the public. METHODS A systematic review of quantitative observational studies and qualitative studies was undertaken. PubMed, Embase, and Web of Science were searched to identify studies on determinants of antibiotic self-medication. The data were analyzed using meta-analysis, descriptive analysis, and thematic analysis. RESULTS Sixty-eight studies were included in the review. From meta-analyses, male sex (pooled odds ratio [POR]: 1.52, 95% confidence interval [CI]: 1.19-1.75), lack of satisfaction with healthcare services/physicians (POR: 3.53, 95% CI: 2.26-4.75) were associated with antibiotic self-medication. In subgroup analysis, lower age was directly associated with self-medication in high-income countries (POR: 1.61, 95% CI: 1.10-2.36). In low- and middle-income countries, people with greater knowledge of antibiotics were less likely to self-medicate (POR: 0.2, 95% CI: 0.08-0.47). Patient-related determinants identified from descriptive and qualitative studies included previous experience with antibiotics and similar symptoms, perceived low severity of disease, intention to save time and get better quickly, cultural beliefs about curative power of antibiotics, advice from family/friends, and having home stock of antibiotics. Health system-related determinants included high cost of consulting physicians and low cost of self-medication, lack of access to physician/medical care, lack of trust/confidence in physicians, greater trust in pharmacists, long distance of physicians/healthcare facilities, long waiting time at healthcare facilities, easy access to antibiotics from pharmacies, and convenience associated with self-medication. CONCLUSIONS Patient and health system-related determinants are associated with antibiotic self-medication. Interventions to decrease antibiotic self-medication should incorporate community programs along with appropriate policies and healthcare reforms targeting these determinants with specific attention to population at high risk of self-medication.
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15
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Yan B, He Z, Dong S, Akezhuoli H, Xu X, Wang X, Zhou X. The moderating effect of parental skills for antibiotic identification on the link between parental skills for antibiotic use and inappropriate antibiotic use for children in China. BMC Public Health 2023; 23:156. [PMID: 36690967 PMCID: PMC9872431 DOI: 10.1186/s12889-023-15099-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 01/19/2023] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Inappropriate antibiotic consumption promotes antibiotic resistance. However, findings on the association between antibiotic-related knowledge and behaviors are inconsistent and contradictory, resulting in unjustified guidance of interventions. The mechanisms between the different kinds of antibiotic-related skills contained in knowledge modules in some previous studies are indistinct and rarely studied. METHODS A cross-sectional survey was conducted between June 2017 and April 2018 in three Chinese provinces, investigating 9526 parents with children aged 0-13 years old. Data from 1944 parents who self-medicated their children and 2478 respondents whose children sought care were analyzed. RESULTS Skills for antibiotic identification were found to be a moderator for the association between skills for antibiotic use and two inappropriate behaviors. Compared with parents with low levels of both skills for antibiotic identification and use, those mastering both skills at either medium (OR = 0.48, 95% CI [0.26-0.88]) or high (OR = 0.15, 95% CI [0.07-0.34]) level were less likely to self-medicate their children with antibiotics. Parents with a medium level of skills for antibiotic identification and high level of skills for antibiotic use (OR = 0.18, 95% CI [0.08-0.44]) and those with a high level of both skills (OR = 0.15, 95% CI [0.05-0.47]) were less likely to ask doctors for antibiotics when seeking care. CONCLUSION Parents' high level of skills for antibiotic identification is revealed to promote inappropriate antibiotic use when parents master a low level of skills for antibiotic use. Conversely, based on excellent skills for antibiotic use, better skill for antibiotic identification is associated with a greater reduction in inappropriate behaviors. We recommend future health education to strengthen skills for antibiotic identification along with guidance on antibiotic use.
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Affiliation(s)
- Bo Yan
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China
| | - Zhenke He
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China
| | - Shixin Dong
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China
| | - Hailati Akezhuoli
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xin Xu
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaomin Wang
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China.
| | - Xudong Zhou
- Institute of Social Medicine, School of Medicine, Zhejiang University, Hangzhou, China.
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16
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‘Non-biomedical factors affecting antibiotic use in the community’ – Author’s reply. Clin Microbiol Infect 2022; 28:895-896. [DOI: 10.1016/j.cmi.2022.02.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 02/21/2022] [Indexed: 11/20/2022]
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17
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Re: 'non-biomedical factors affecting antibiotic use in the community' by Sun et al. Clin Microbiol Infect 2022; 28:893-894. [DOI: 10.1016/j.cmi.2022.02.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 02/01/2022] [Indexed: 11/17/2022]
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