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Barker BC, McDonnell S. Hip Fracture Management in a Major Trauma Centre: The Impact of 'Smart Phrase' Integration Into Electronic Clerking on Culture and Adherence to Guidelines. Cureus 2024; 16:e70630. [PMID: 39483602 PMCID: PMC11526802 DOI: 10.7759/cureus.70630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2024] [Indexed: 11/03/2024] Open
Abstract
The National Institute for Health and Care Excellence (NICE) introduced guidelines in 2011 for the management of hip fractures in patients over the age of 65. NICE CG124 recommended different procedures depending on the demographics of the patient and fracture pattern. In terms of compliance in 2019, Addenbrooke's Hospital (ADH) was found to be in line with the national average, although room for improvement was noted. The aim of this study was to identify and address areas of substantial non-compliance at ADH. A total of 1636 patients who sustained a hip fracture between 2017 and 2020 and who subsequently underwent surgery at ADH were retrospectively analysed. We collected data from the National Hip Fracture Database (NHFD), digital medical records, and digital imaging systems. We then amended the clerking proforma by adding a 'smart phrase' and re-analysed another 543 patients who attended ADH following hip fracture between 2021 and 2022, using the same data collection methods. From 2017-2020, total adherence to CG124, Section 1.6, was 76.04%. Our results demonstrated that 56.43% of all hip fracture patients indicated for total hip arthroplasty (THA) did not have documented consideration for the procedure. In 2021-22, following the addition of our 'smart phrase,' we made to the clerking proforma, total adherence improved to 87.43%, with only 42.11% of THA-indicated patients lacking documented consideration of the procedure, down from 65.41% in 2020. The use of our smart phrase decreased during the follow-up without a corresponding drop in compliance. In January 2023, NICE CG124 underwent changes, rendering our ADH changes outdated. However, we have demonstrated that we can increase NICE guideline compliance by standardising and encouraging formal documentation of the decision-making process. As electronic patient record (EPR) systems become more widespread, we have shown how 'smart phrases' can be used to generate change and increase compliance, even over a short period of time.
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Affiliation(s)
- Benjamin C Barker
- School of Clinical Medicine, University of Cambridge, Cambridge, GBR
- Trauma and Orthopaedics, Wirral University Teaching Hospital NHS Foundation Trust, Wirral, GBR
| | - Stephen McDonnell
- Trauma and Orthopaedics, Cambridge University Hospitals NHS Foundation Trust, Cambridge, GBR
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Bille N, Christensen DL, Byberg S, Calopietro M, Gishoma C, Villadsen SF. The Development of an Electronic Medical Record System to Improve Quality of Care for Individuals With Type 1 Diabetes in Rwanda: Qualitative Study. JMIR Diabetes 2024; 9:e52271. [PMID: 39303284 PMCID: PMC11452752 DOI: 10.2196/52271] [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: 09/14/2023] [Revised: 04/30/2024] [Accepted: 07/27/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Electronic medical record (EMR) systems have the potential to improve the quality of care and clinical outcomes for individuals with chronic and complex diseases. However, studies on the development and use of EMR systems for type 1 (T1) diabetes management in sub-Saharan Africa are few. OBJECTIVE The aim of this study is to analyze the need for improvements in the care processes that can be facilitated by an EMR system and to develop an EMR system for increasing quality of care and clinical outcomes for individuals with T1 diabetes in Rwanda. METHODS A qualitative, cocreative, and multidisciplinary approach involving local stakeholders, guided by the framework for complex public health interventions, was applied. Participant observation and the patient's personal experiences were used as case studies to understand the clinical care context. A focus group discussion and workshops were conducted to define the features and content of an EMR. The data were analyzed using thematic analysis. RESULTS The identified themes related to feature requirements were (1) ease of use, (2) automatic report preparation, (3) clinical decision support tool, (4) data validity, (5) patient follow-up, (6) data protection, and (7) training. The identified themes related to content requirements were (1) treatment regimen, (2) mental health, and (3) socioeconomic and demographic conditions. A theory of change was developed based on the defined feature and content requirements to demonstrate how these requirements could strengthen the quality of care and improve clinical outcomes for people with T1 diabetes. CONCLUSIONS The EMR system, including its functionalities and content, can be developed through an inclusive and cocreative process, which improves the design phase of the EMR. The development process of the EMR system is replicable, but the solution needs to be customized to the local context.
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Affiliation(s)
- Nathalie Bille
- Section of Global Health, Department of Public Health, University of Copenhagen, Copenhagen K, Denmark
- Department of Digital Health Solutions, World Diabetes Foundation, Bagsværd, Denmark
| | - Dirk Lund Christensen
- Section of Global Health, Department of Public Health, University of Copenhagen, Copenhagen K, Denmark
| | - Stine Byberg
- Department of Clinical Epidemiology, Clinical Research, Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Michael Calopietro
- Department of Digital Health Solutions, World Diabetes Foundation, Bagsværd, Denmark
| | | | - Sarah Fredsted Villadsen
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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Secor AM, Justafort J, Torrilus C, Honoré J, Kiche S, Sandifer TK, Beima-Sofie K, Wagner AD, Pintye J, Puttkammer N. "Following the data": perceptions of and willingness to use clinical decision support tools to inform HIV care among Haitian clinicians. HEALTH POLICY AND TECHNOLOGY 2024; 13:100880. [PMID: 39555144 PMCID: PMC11567668 DOI: 10.1016/j.hlpt.2024.100880] [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] [Indexed: 11/19/2024]
Abstract
Background Clinical decision support (CDS) tools can support HIV care, including through case tracking, treatment and medication monitoring, and promoting provider compliance with care guidelines. There has been limited research into the technical, organizational, and behavioral factors that impact perceptions of and willingness to use CDS tools at scale in resource-limited settings, including in Haiti. Methods Our sample included fifteen purposively chosen Haitian HIV program experts, including active clinicians and HIV program managers. Participants completed structured quantitative surveys and one-on-one qualitative semi-structured interviews. Results Study participants had high levels of familiarity and experience with CDS tools. The primary motivator for CDS tool use was a perceived benefit to quality of care, including improved provider time use, efficiency, and decision-making ability, and patient outcomes. Participants highlighted decision-making autonomy and how CDS tools could support provider decision making but should not supplant provider knowledge and experience. Participants highlighted the need for sufficient provider training/sensitization, inclusion of providers in the system design process, and prioritization of tool user-friendliness as key mechanisms to drive tool use and impact. Some participants noted that systemic issues, such as limited laboratory capacity, may reduce the usefulness of CDS alerts, particularly concerning differentiated care and priority viral load testing. Conclusion Respondents had largely positive perceptions of EMRs and CDS tools, particularly due to perceived improvements in quality of care. To improve tool use, stakeholders should prioritize tool user-friendliness and provider training. Addressing systemic health system issues is necessary to unlock the full potential of these tools.
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Affiliation(s)
- Andrew M Secor
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - John Justafort
- Centre Haïtien pour le Renforcement du Système de Santé (CHARESS), Port-au-Prince, Haiti
| | - Chenet Torrilus
- Centre Haïtien pour le Renforcement du Système de Santé (CHARESS), Port-au-Prince, Haiti
| | - Jean Honoré
- Centre Haïtien pour le Renforcement du Système de Santé (CHARESS), Port-au-Prince, Haiti
| | - Sharon Kiche
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Tracy K Sandifer
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | | | - Anjuli D Wagner
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Jillian Pintye
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Nancy Puttkammer
- Department of Global Health, University of Washington, Seattle, WA, USA
- International Training and Education Center for Health (I-TECH), Seattle, WA, USA
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Secor AM, Célestin K, Jasmin M, Honoré JG, Wagner AD, Beima-Sofie K, Pintye J, Puttkammer N. Electronic Medical Record Data Missingness and Interruption in Antiretroviral Therapy Among Adults and Children Living With HIV in Haiti: Retrospective Longitudinal Study. JMIR Pediatr Parent 2024; 7:e51574. [PMID: 38488632 PMCID: PMC10986334 DOI: 10.2196/51574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 04/04/2024] Open
Abstract
Background Children (aged 0-14 years) living with HIV often experience lower rates of HIV diagnosis, treatment, and viral load suppression. In Haiti, only 63% of children living with HIV know their HIV status (compared to 85% overall), 63% are on treatment (compared to 85% overall), and 48% are virally suppressed (compared to 73% overall). Electronic medical records (EMRs) can improve HIV care and patient outcomes, but these benefits are largely dependent on providers having access to quality and nonmissing data. Objective We sought to understand the associations between EMR data missingness and interruption in antiretroviral therapy treatment by age group (pediatric vs adult). Methods We assessed associations between patient intake record data missingness and interruption in treatment (IIT) status at 6 and 12 months post antiretroviral therapy initiation using patient-level data drawn from iSanté, the most widely used EMR in Haiti. Missingness was assessed for tuberculosis diagnosis, World Health Organization HIV stage, and weight using a composite score indicator (ie, the number of indicators of interest missing). Risk ratios were estimated using marginal parameters from multilevel modified Poisson models with robust error variances and random intercepts for the facility to account for clustering. Results Data were drawn from 50 facilities and comprised 31,457 patient records from people living with HIV, of which 1306 (4.2%) were pediatric cases. Pediatric patients were more likely than adult patients to experience IIT (n=431, 33% vs n=7477, 23.4% at 6 months; P<.001). Additionally, pediatric patient records had higher data missingness, with 581 (44.5%) pediatric records missing at least 1 indicator of interest, compared to 7812 (25.9%) adult records (P<.001). Among pediatric patients, each additional indicator missing was associated with a 1.34 times greater likelihood of experiencing IIT at 6 months (95% CI 1.08-1.66; P=.008) and 1.24 times greater likelihood of experiencing IIT at 12 months (95% CI 1.05-1.46; P=.01). These relationships were not statistically significant for adult patients. Compared to pediatric patients with 0 missing indicators, pediatric patients with 1, 2, or 3 missing indicators were 1.59 (95% CI 1.26-2.01; P<.001), 1.74 (95% CI 1.02-2.97; P=.04), and 2.25 (95% CI 1.43-3.56; P=.001) times more likely to experience IIT at 6 months, respectively. Among adult patients, compared to patients with 0 indicators missing, having all 3 indicators missing was associated with being 1.32 times more likely to experience IIT at 6 months (95% CI 1.03-1.70; P=.03), while there was no association with IIT status for other levels of missingness. Conclusions These findings suggest that both EMR data quality and quality of care are lower for children living with HIV in Haiti. This underscores the need for further research into the mechanisms by which EMR data quality impacts the quality of care and patient outcomes among this population. Efforts to improve both EMR data quality and quality of care should consider prioritizing pediatric patients.
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Affiliation(s)
- Andrew M Secor
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Kemar Célestin
- Centre Haïtien pour le Renforcement du Système de Santé, Port-au-Prince, Haiti
| | - Margareth Jasmin
- Centre Haïtien pour le Renforcement du Système de Santé, Port-au-Prince, Haiti
| | - Jean Guy Honoré
- Centre Haïtien pour le Renforcement du Système de Santé, Port-au-Prince, Haiti
| | - Anjuli D Wagner
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Kristin Beima-Sofie
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Jillian Pintye
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Nancy Puttkammer
- International Training and Education Center for Health, Seattle, WA, United States
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Okonkwo NE, Blum A, Viswasam N, Hahn E, Ryan S, Turpin G, Lyons CE, Baral S, Hansoti B. A Systematic Review of Linkage-to-Care and Antiretroviral Initiation Implementation Strategies in Low- and Middle-Income Countries Across Sub-Saharan Africa. AIDS Behav 2022; 26:2123-2134. [PMID: 35088176 PMCID: PMC9422958 DOI: 10.1007/s10461-021-03558-5] [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] [Accepted: 12/02/2021] [Indexed: 01/29/2023]
Abstract
Linkage to care (LTC) and initiation of antiretroviral therapy (ART) are key components in the longitudinal care cascade for people living with HIV. Many strategies to optimize these stages of HIV care have been implemented, though there is a paucity of analyses comparing the outcomes of these efforts in low- and middle-income countries. We conducted a systematic review of studies assessing interventions along all stages of the HIV care continuum published between 2008 and 2020. A comprehensive search strategy reviewed five electronic databases to capture studies assessing HIV testing, LTC, ART initiation, ART adherence, and viral suppression. Of the 388 articles that met the inclusion criteria, 78 described interventions for improving LTC/ART initiation. Efforts focused on empowering patients through integrative approaches generally yielded more substantive results compared to provider-initiated non-adaptive LTC interventions or cash incentives. Specifically, tailoring care and incorporating ART initiation into existing infrastructures, such as maternal clinics, had a high impact across settings. Moreover, strategies such as home-based HIV counseling and testing (HBHCT) appear to be most effective when implemented in tandem with other approaches including motivational counseling and point-of-care CD4 testing.
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Affiliation(s)
- Nneoma E Okonkwo
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Alexander Blum
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Nikita Viswasam
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Elizabeth Hahn
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Sofia Ryan
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Gnilane Turpin
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Carrie E Lyons
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Stefan Baral
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Bhakti Hansoti
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Suite 200, 5801 Smith Avenue, Baltimore, MD, 21209, USA.
- Department of International Health, Bloomberg School of Public Health, Baltimore, MD, USA.
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Oluoch T, Cornet R, Muthusi J, Katana A, Kimanga D, Kwaro D, Okeyo N, Abu-Hanna A, de Keizer N. A clinical decision support system is associated with reduced loss to follow-up among patients receiving HIV treatment in Kenya: a cluster randomized trial. BMC Med Inform Decis Mak 2021; 21:357. [PMID: 34930228 PMCID: PMC8686234 DOI: 10.1186/s12911-021-01718-0] [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: 08/31/2020] [Accepted: 12/12/2021] [Indexed: 11/13/2022] Open
Abstract
Background Loss to follow-up (LFTU) among HIV patients remains a major obstacle to achieving treatment goals with the risk of failure to achieve viral suppression and thereby increased HIV transmission. Although use of clinical decision support systems (CDSS) has been shown to improve adherence to HIV clinical guidance, to our knowledge, this is among the first studies conducted to show its effect on LTFU in low-resource settings. Methods We analyzed data from a cluster randomized controlled trial in adults and children (aged ≥ 18 months) who were receiving antiretroviral therapy at 20 HIV clinics in western Kenya between Sept 1, 2012 and Jan 31, 2014. Participating clinics were randomly assigned, via block randomization. Clinics in the control arm had electronic health records (EHR) only while the intervention arm had an EHR with CDSS. The study objectives were to assess the effects of a CDSS, implemented as alerts on an EHR system, on: (1) the proportion of patients that were LTFU, (2) LTFU patients traced and successfully linked back to treatment, and (3) time from enrollment on the study to documentation of LTFU. Results Among 5901 eligible patients receiving ART, 40.6% (n = 2396) were LTFU during the study period. CDSS was associated with lower LTFU among the patients (Adjusted Odds Ratio—aOR 0.70 (95% CI 0.65–0.77)). The proportions of patients linked back to treatment were 25.8% (95% CI 21.5–25.0) and 30.6% (95% CI 27.9–33.4)) in EHR only and EHR with CDSS sites respectively. CDSS was marginally associated with reduced time from enrollment on the study to first documentation of LTFU (adjusted Hazard Ratio—aHR 0.85 (95% CI 0.78–0.92)). Conclusion A CDSS can potentially improve quality of care through reduction and early detection of defaulting and LTFU among HIV patients and their re-engagement in care in a resource-limited country. Future research is needed on how CDSS can best be combined with other interventions to reduce LTFU. Trial registration NCT01634802. Registered at www.clinicaltrials.gov on 12-Jul-2012. Registered prospectively.
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Affiliation(s)
- Tom Oluoch
- Division of Global HIV and TB, US Centers for Disease Control and Prevention, 1600 Clifton Road NE, GA, 30329, Atlanta, USA.
| | - Ronald Cornet
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Jacques Muthusi
- Division of Global HIV and TB, US Centers for Disease Control and Prevention, Nairobi, Kenya
| | - Abraham Katana
- Division of Global HIV and TB, US Centers for Disease Control and Prevention, Nairobi, Kenya
| | - Davies Kimanga
- Division of Global HIV and TB, US Centers for Disease Control and Prevention, Nairobi, Kenya
| | - Daniel Kwaro
- Kenya Medical Research Institute - CDC Collaborative Program, Kisumu, Kenya
| | - Nicky Okeyo
- Kenya Medical Research Institute - CDC Collaborative Program, Kisumu, Kenya
| | - Ameen Abu-Hanna
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Nicolette de Keizer
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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Puttkammer N, Simoni JM, Sandifer T, Chéry JM, Dervis W, Balan JG, Dubé JG, Calixte G, Robin E, François K, Casey C, Wilson I, Honoré JG. An EMR-Based Alert with Brief Provider-Led ART Adherence Counseling: Promising Results of the InfoPlus Adherence Pilot Study Among Haitian Adults with HIV Initiating ART. AIDS Behav 2020; 24:3320-3336. [PMID: 32715409 DOI: 10.1007/s10461-020-02945-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
To promote HIV antiretroviral therapy (ART) outcomes in Haiti, we developed a culturally relevant intervention (InfoPlus Adherence) that combines an electronic medical record alert identifying patients at elevated risk of treatment failure and provider-delivered brief problem-solving counseling. We conducted a quasi-experimental mixed-methods study among 146 patients at two large ART clinics in Haiti with 728 historical controls. We conducted quantitative assessments of patients at baseline and intervention completion (6 months) as well as focus groups with health workers and exit interviews with patients. The primary quantitative outcome measures were HIV viral suppression according to medical record and ART adherence in terms of ≥ 90% for "proportion of days covered" (PDC) according to pharmacy dispensing data. Results indicated that the proportion of intervention patients with suppressed VL during the study/historical periods was 80.0%/86.0% and 76.8%/87.4% for controls. In a difference-in-differences (DID) analytic model, the adjusted relative risk for viral suppression with the intervention was 1.15 (95% CI 0.92-1.45, p = 0.21), representing favorable but non-significant association between the intervention and the trajectory of VL outcomes. PDC ≥ 90% during the study/historical periods was 30.9%/11.0% among intervention participants and 16.9%/19.4% among controls. In the adjusted DID model, the relative risk for of PDC ≥ 90% with the intervention was 4.00 (95% CI 1.91-8.38, p < 0.001), representing a highly favorable association between the intervention and the trajectory of PDC outcomes. Qualitative data affirmed acceptability of the intervention, although providers reported some challenges consistently implementing it. Future research is needed to demonstrate efficacy and explore optimal implementation strategies.
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Moomba K, Williams A, Savory T, Lumpa M, Chilembo P, Tweya H, Harries AD, Herce M. Effects of real-time electronic data entry on HIV programme data quality in Lusaka, Zambia. Public Health Action 2020; 10:47-52. [PMID: 32368524 PMCID: PMC7181358 DOI: 10.5588/pha.19.0068] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 01/09/2020] [Indexed: 11/10/2022] Open
Abstract
SETTING Human immunodeficiency virus (HIV) clinics in five hospitals and five health centres in Lusaka, Zambia, which transitioned from daily entry of paper-based data records to an electronic medical record (EMR) system by dedicated data staff (Electronic-Last) to direct real-time data entry into the EMR by frontline health workers (Electronic-First). OBJECTIVE To compare completeness and accuracy of key HIV-related variables before and after transition of data entry from Electronic-Last to Electronic-First. DESIGN Comparative cross-sectional study using existing secondary data. RESULTS Registration data (e.g., date of birth) was 100% complete and pharmacy data (e.g., antiretroviral therapy regimen) was <90% complete under both approaches. Completeness of anthropometric and vital sign data was <75% across all facilities under Electronic-Last, and this worsened after Electronic-First. Completeness of TB screening and World Health Organization clinical staging data was also <75%, but improved with Electronic-First. Data entry errors for registration and clinical consultations decreased under Electronic-First, but errors increased for all anthropometric and vital sign variables. Patterns were similar in hospitals and health centres. CONCLUSION With the notable exception of clinical consultation data, data completeness and accuracy did not improve after transitioning from Electronic-Last to Electronic-First. For anthropometric and vital sign variables, completeness and accuracy decreased. Quality improvement interventions are needed to improve Electronic-First implementation.
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Affiliation(s)
- K Moomba
- Centre for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia
| | - A Williams
- Operational Centre Brussels, Medical Department, Médecins Sans Frontières - Operational Research Unit (LuxOR), MSF Luxembourg
| | - T Savory
- Centre for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia
| | - M Lumpa
- Centre for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia
| | - P Chilembo
- Centre for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia
| | - H Tweya
- The Lighthouse Clinic, Lilongwe, Malawi
| | - A D Harries
- International Union Against Tuberculosis and Lung Disease, Paris, France
- London School of Hygiene & Tropical Medicine, London, UK
| | - M Herce
- Centre for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia
- Institute for Global Health & Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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9
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Ayieko P, Irimu G, Ogero M, Mwaniki P, Malla L, Julius T, Chepkirui M, Mbevi G, Oliwa J, Agweyu A, Akech S, Were F, English M. Effect of enhancing audit and feedback on uptake of childhood pneumonia treatment policy in hospitals that are part of a clinical network: a cluster randomized trial. Implement Sci 2019; 14:20. [PMID: 30832678 PMCID: PMC6398235 DOI: 10.1186/s13012-019-0868-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 02/04/2019] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND The World Health Organization (WHO) revised its clinical guidelines for management of childhood pneumonia in 2013. Significant delays have occurred during previous introductions of new guidelines into routine clinical practice in low- and middle-income countries (LMIC). We therefore examined whether providing enhanced audit and feedback as opposed to routine standard feedback might accelerate adoption of the new pneumonia guidelines by clinical teams within hospitals in a low-income setting. METHODS In this parallel group cluster randomized controlled trial, 12 hospitals were assigned to either enhanced feedback (n = 6 hospitals) or standard feedback (n = 6 hospitals) using restricted randomization. The standard (network) intervention delivered in both trial arms included support to improve collection and quality of patient data, provision of mentorship and team management training for pediatricians, peer-to-peer networking (meetings and social media), and multimodal (print, electronic) bimonthly hospital specific feedback reports on multiple indicators of evidence guideline adherence. In addition to this network intervention, the enhanced feedback group received a monthly hospital-specific feedback sheet targeting pneumonia indicators presented in multiple formats (graphical and text) linked to explicit performance goals and action plans and specific email follow up from a network coordinator. At the start of the trial, all hospitals received a standardized training on the new guidelines and printed booklets containing pneumonia treatment protocols. The primary outcome was the proportion of children admitted with indrawing and/or fast-breathing pneumonia who were correctly classified using new guidelines and received correct antibiotic treatment (oral amoxicillin) in the first 24 h. The secondary outcome was the proportion of correctly classified and treated children for whom clinicians changed treatment from oral amoxicillin to injectable antibiotics. RESULTS The trial included 2299 childhood pneumonia admissions, 1087 within the hospitals randomized to enhanced feedback intervention, and 1212 to standard feedback. The proportion of children who were correctly classified and treated in the first 24 h during the entire 9-month period was 38.2% (393 out of 1030) and 38.4% (410 out of 1068) in the enhanced feedback and standard feedback groups, respectively (odds ratio 1.11; 95% confidence interval [CI] 0.37-3.34; P = 0.855). However, in exploratory analyses, there was evidence of an interaction between type of feedback and duration (in months) since commencement of intervention, suggesting a difference in adoption of pneumonia policy over time in the enhanced compared to standard feedback arm (OR = 1.25, 95% CI 1.14 to 1.36, P < 0.001). CONCLUSIONS Enhanced feedback comprising increased frequency, clear messaging aligned with goal setting, and outreach from a coordinator did not lead to a significant overall effect on correct pneumonia classification and treatment during the 9-month trial. There appeared to be a significant effect of time (representing cumulative effect of feedback cycles) on adoption of the new policy in the enhanced feedback compared to standard feedback group. Future studies should plan for longer follow-up periods to confirm these findings. TRIAL REGISTRATION US National Institutes of Health-ClinicalTrials.gov identifier (NCT number) NCT02817971 . Registered September 28, 2016-retrospectively registered.
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Affiliation(s)
- Philip Ayieko
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Grace Irimu
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Morris Ogero
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Paul Mwaniki
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Lucas Malla
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Thomas Julius
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Mercy Chepkirui
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - George Mbevi
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Jacquie Oliwa
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Ambrose Agweyu
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Samuel Akech
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Fred Were
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Mike English
- Health Services Unit, Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
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Jobson G, Murphy J, van Huyssteen M, Myburgh H, Hurter T, Grobbelaar CJ, Struthers HE, McIntyre JA, Peters RPH. Understanding health worker data use in a South African antiretroviral therapy register. Trop Med Int Health 2018; 23:1207-1212. [PMID: 30176094 DOI: 10.1111/tmi.13146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
OBJECTIVE To evaluate how electronic data management systems affect data use practices in antiretroviral therapy (ART) programs within local health districts, and individual health facilities. METHODS We used a data quality audit to establish a baseline of the quality of data in the electronic register alongside in-depth interviews with health workers and managers, to understand perceptions of data quality, data use by facility staff and challenges affecting data use. RESULTS The findings provide a four-level continuum of data use that can be applied to other settings and recommendations for optimising facility-level data use. CONCLUSION By defining four levels of data use our findings suggest the potential to encourage a structured process of moving from passive data use, to more active and engaged data use, where data could be used to anticipate patient behaviour and link that behaviour to differentiated care plans.
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Affiliation(s)
| | | | - Mea van Huyssteen
- Faculty of Natural Science, School of Pharmacy, University of the Western Cape, Bellville, South Africa
| | | | | | | | - Helen E Struthers
- Anova Health Institute, Johannesburg, South Africa.,Division of Infectious Diseases & HIV Medicine, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - James A McIntyre
- Anova Health Institute, Johannesburg, South Africa.,School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Remco P H Peters
- Anova Health Institute, Johannesburg, South Africa.,Department of Medical Microbiology, University of Pretoria, Pretoria, South Africa
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11
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Musa BM, Ibekwe E, Mwale S, Eurien D, Oldenburg C, Chung G, Heller RF. HIV treatment and monitoring patterns in routine practice: a multi-country retrospective chart review of patient care. F1000Res 2018; 7:713. [PMID: 30647906 PMCID: PMC6317496 DOI: 10.12688/f1000research.15169.3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/02/2019] [Indexed: 01/25/2023] Open
Abstract
Background: A study of patient records in four HIV clinics in three sub-Saharan African countries examined routine clinical care patterns and variations. Methods: Clinic characteristics were described, and patient data extracted from a sample of medical records. Data on treatment, CD4 count and viral load (VL) were obtained for the last visit in the records, dates mainly between 2015 and 2017, patient demographic data were obtained from the first clinic visit. Results: Four clinics, two in Nigeria, one in Zambia and one in Uganda, all public facilities, using national HIV treatment guidelines were included. Numbers of patients and health professionals varied, with some variation in stated frequency of testing for CD4 count and VL. Clinical guidelines were available in each clinic, and most drugs were available free to patients. The proportion of patients with a CD4 count in the records varied from 84 to 100 percent, the latest median count varied from 269 to 593 between clinics. 35% had a record of a VL test, varying from 1% to 63% of patients. Lamivudine (3TC) was recorded for more than 90% of patients in each clinic, and although there was variation between clinics in the choice of antiretroviral therapy (ART), the majority were on first line drugs consistent with guidelines. Only about 2% of the patients were on second-line ARTs. In two clinics, 100% and 99% of patients were prescribed co-trimoxazole, compared with 7% and no patients in the two other clinics. Conclusions: The wide variation in available clinic health work force, levels and frequency of CD4 counts, and VL assessment and treatment indicate sub-optimal adherence to current guidelines in routine clinical care. There is room for further work to understand the reasons for this variation, and to standardise record keeping and routine care of HIV positive patients.
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Affiliation(s)
- Baba M Musa
- Department of Medicine, Aminu Kano Teaching Hospital, Bayero University Kano, Kano, Nigeria
| | - Everistus Ibekwe
- Faculty of Health, Psychology and Social Care, Manchester Metropolitan University, Manchester, M15 6GX, UK
| | - Stanley Mwale
- Centre for Infectious Disease Research in Zambia, Lusaka, 10101, Zambia
| | - Daniel Eurien
- Advanced Field Epidemiology Training Program , Kampala, Uganda
| | - Catherine Oldenburg
- The Francis I. Proctor Foundation for Research in Ophthalmology, University of California, San Francisco, San Francisco, CA, 94143, USA.,Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Gary Chung
- Johnson & Johnson, New Brunswick, NJ, 08901, USA
| | - Richard F Heller
- People's Open Access Education Initiative, Manchester, M30 9ED, UK
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12
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Kabukye JK, Koch S, Cornet R, Orem J, Hagglund M. User Requirements for an Electronic Medical Records System for Oncology in Developing Countries: A Case Study of Uganda. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2018; 2017:1004-1013. [PMID: 29854168 PMCID: PMC5977730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Cancer is a major public health challenge in developing countries but the healthcare systems are not well prepared to deal with the epidemic. Health information technologies such as electronic medical records (EMRs) have the potential to improve cancer care yet their adoption remains low, in part due to EMR systems not meeting user requirements. This study aimed at analyzing the user requirements for an EMR for a cancer hospital in Uganda. A user-centered approach was taken, through focus group discussion and interviews with target end users to analyze workflow, challenges and wishes. Findings highlight the uniqueness of oncology in low-resource settings and the requirements including support for oncology-specific documentation, reuse of data for research and reporting, assistance with care coordination, computerized clinical decision support, and the need to meet the constraints in terms of technological infrastructure, stretched healthcare workforce and flexibility to allow variations and exceptions.
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Affiliation(s)
- Johnblack K. Kabukye
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
- Uganda Cancer Institute, Kampala, Uganda
- Department of Medical Informatics, Academic Medical Center, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Sabine Koch
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Ronald Cornet
- Department of Medical Informatics, Academic Medical Center, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | | | - Maria Hagglund
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
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Gyamfi A, Mensah KA, Oduro G, Donkor P, Mock CN. Barriers and facilitators to Electronic Medical Records usage in the Emergency Centre at Komfo Anokye Teaching Hospital, Kumasi-Ghana. Afr J Emerg Med 2017; 7:177-182. [PMID: 30456135 PMCID: PMC6234133 DOI: 10.1016/j.afjem.2017.05.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2016] [Revised: 03/04/2017] [Accepted: 05/05/2017] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION The use of paper for record keeping (or a manual system) has been the order of the day in almost all health care facilities in resource poor countries. This system has presented numerous challenges, which the use of Electronic Medical Records (EMR) seeks to address. The objectives of the study were to identify the facilitators and barriers to EMR implementation in Komfo Anokye Teaching Hospital's (KATH) Emergency Centre (EC) and to identify lessons learned. These will help in implementation of EMR in ECs in similar settings. METHODS This was a non-interventional, descriptive cross-sectional and purely qualitative study using a semi-structured interview guide for a study population of 24. The interviews were manually recorded and analysed thematically. EMR implementation was piloted in the EC. Some of the EC staff doubled as EMR personnel. An open source EMR was freely downloaded and customised to meet the needs of the EC. The EMR database created was a hybrid one comprising of digital bio-data of patients and scanned copies of their paper EC records. RESULTS The facilitators for utilising the system included providing training to staff, the availability of some logistics, and the commitment of staff. The project barriers were funding, full-time information technology expertise, and automatic data and power backups. It was observed that with the provision of adequate human and financial resources, the challenges were overcome and the adoption of the EMR improved. DISCUSSION The EMR has been a partial success. The facilitators identified in this study, namely training, provision of logistics, and staff commitment represent foundations to work from. The barriers identified could be addressed with additional funding, provision of information technology expertise, and data and power back up. It is acknowledged that lack of funding could substantially limit EMR implementation.
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Affiliation(s)
- Adwoa Gyamfi
- St. Michael’s Midwifery Training School, Pramso, Ghana
| | - Kofi A. Mensah
- School of Public Health, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - George Oduro
- Department of Emergency Medicine, Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Peter Donkor
- Department of Surgery, Komfo Anokye Teaching Hospital, Kumasi, Ghana
- School of Medical Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Charles N. Mock
- Department of Surgery, University of Washington, Seattle, WA, USA
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Hickey MD, Odeny TA, Petersen M, Neilands TB, Padian N, Ford N, Matthay Z, Hoos D, Doherty M, Beryer C, Baral S, Geng EH. Specification of implementation interventions to address the cascade of HIV care and treatment in resource-limited settings: a systematic review. Implement Sci 2017; 12:102. [PMID: 28784155 PMCID: PMC5547499 DOI: 10.1186/s13012-017-0630-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 07/17/2017] [Indexed: 01/23/2023] Open
Abstract
Background The global response to HIV has started over 18 million persons on life-saving antiretroviral therapy (ART)—the vast majority in low- and middle-income countries (LMIC)—yet substantial gaps remain: up to 40% of persons living with HIV (PLHIV) know their status, while another 30% of those who enter care are inadequately retained after starting treatment. Identifying strategies to enhance use of treatment is urgently needed, but the conceptualization and specification of implementation interventions is not always complete. We sought to assess the completeness of intervention reporting in research to advance uptake of treatment for HIV globally. Methods We carried out a systematic review to identify interventions targeting the adult HIV care cascade in LMIC dating from 1990 to 2017. We identified components of each intervention as “intervention types” to decompose interventions into common components. We grouped “intervention types” into a smaller number of more general “implementation approaches” to aid summarization. We assessed the reporting of six intervention characteristics adapted from the implementation science literature: the actor, action, action dose, action temporality, action target, and behavioral target in each study. Findings In 157 unique studies, we identified 34 intervention “types,” which were empirically grouped into six generally understandable “approaches.” Overall, 42% of interventions defined the actor, 64% reported the action, 41% specified the intervention “dose,” 43% reported action temporality, 61% defined the action target, and 69% reported a target behavior. Average completeness of reporting varied across approaches from a low of 50% to a high of 72%. Dimensions that involved conceptualization of the practices themselves (e.g., actor, dose, temporality) were in general less well specified than consequences (e.g., action target and behavioral target). Implications The conceptualization and Reporting of implementation interventions to advance treatment for HIV in LMIC is not always complete. Dissemination of standards for reporting intervention characteristics can potentially promote transparency, reproducibility, and scientific accumulation in the area of implementation science to address HIV in low- and middle-income countries. Electronic supplementary material The online version of this article (doi:10.1186/s13012-017-0630-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Matthew D Hickey
- Division of General Internal Medicine, San Francisco General Hospital, Department of Medicine, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | | | - Maya Petersen
- Department of Biostatistics and Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Torsten B Neilands
- Center for AIDS Prevention Studies, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Nancy Padian
- Department of Biostatistics and Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Nathan Ford
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
| | | | - David Hoos
- Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Meg Doherty
- Department of HIV/AIDS, World Health Organization, Geneva, Switzerland
| | - Chris Beryer
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Stefan Baral
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Elvin H Geng
- Division of ID HIV and Global Medicine, San Francisco General Hospital, Department of Medicine, UCSF, Building 80, 6th Floor, 1001 Potrero Avenue, San Francisco, CA, 94110, USA.
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Identifying priorities for data quality improvement within Haiti׳s iSanté EMR system: Comparing two methods. HEALTH POLICY AND TECHNOLOGY 2017. [DOI: 10.1016/j.hlpt.2016.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Abstract
PURPOSE OF REVIEW Health policy makers aspire to achieve an HIV treatment 'cascade' in which diagnostic and treatment services are accessed early and routinely by HIV-infected individuals. However, migrants and highly mobile individuals are likely to interact with HIV treatment programs and the healthcare system in ways that reflect their movement through time and place, affecting their successful progression through the HIV treatment cascade. We review recent research that has examined the challenges in effective and sustained HIV treatment for migrants and mobile populations. RECENT FINDINGS Mobility is associated with increased risk of antiretroviral therapy (ART) nonadherence, lost to follow-up, deterioration in CD4 count, HIV-related death, development of drug resistance and general noncontinuity of HIV care. Migrants' slow progression through the HIV treatment cascade can be attributed to feelings of confusion, helplessness; an inability to effectively communicate in the native language; poor knowledge about administrative or logistical requirements of the healthcare system; the possibility of deportation or expulsion based on the legal status of the undocumented migrant; fear of disclosure and social isolation from the exile or compatriot group. Travel or transition to the host country commonly makes it difficult for migrants to remain enrolled in ART programs and to maintain adherence to treatment. SUMMARY Existing public health systems fail to properly account for migration, and actionable knowledge of the health requirements of migrants is still lacking. A large body of research has shown that migrants are more likely to enter into the healthcare system late and are less likely to be retained at successive stages of the HIV treatment cascade. HIV-infected migrants are especially vulnerable to a wide range of social, economic and political factors that include a lack of direct access to healthcare services; exposure to difficult or oppressive work environments; the separation from family, friends and a familiar sociocultural environment. Realizing the full treatment and preventive benefits of the UNAIDS 90-90-90 strategy will require reaching all marginalized subpopulations of which migrants are a particularly large and important group.
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Implementation plans included in World Health Organisation guidelines. Implement Sci 2016; 11:76. [PMID: 27207104 PMCID: PMC4875699 DOI: 10.1186/s13012-016-0440-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 05/12/2016] [Indexed: 11/21/2022] Open
Abstract
Background The implementation of high-quality guidelines is essential to improve clinical practice and public health. The World Health Organisation (WHO) develops evidence-based public health and other guidelines that are used or adapted by countries around the world. Detailed implementation plans are often necessary for local policymakers to properly use the guidelines developed by WHO. This paper describes the plans for guideline implementation reported in WHO guidelines and indicates which of these plans are evidence-based. Methods We conducted a content analysis of the implementation sections of WHO guidelines approved by the WHO guideline review committee between December 2007 and May 2015. The implementation techniques reported in each guideline were coded according to the Cochrane Collaboration’s Effective Practice and Organisation of Care (EPOC) taxonomy and classified as passive, active or policy strategies. The frequencies of implementation techniques are reported. Results The WHO guidelines (n = 123) analysed mentioned implementation techniques 800 times, although most mentioned implementation techniques very briefly, if at all. Passive strategies (21 %, 167/800) and general policy strategies (62 %, 496/800) occurred most often. Evidence-based active implementation methods were generally neglected with no guideline mentioning reminders (computerised or paper) and only one mentioning a multifaceted approach. Many guidelines contained implementation sections that were identical to those used in older guidelines produced by the same WHO technical unit. Conclusions The prevalence of passive and policy-based implementation techniques as opposed to evidence-based active techniques suggests that WHO guidelines should contain stronger guidance for implementation. This could include structured and increased detail on implementation considerations, accompanying or linked documents that provide information on what is needed to contextualise or adapt a guideline and specific options from among evidence-based implementation strategies.
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Jongbloed K, Parmar S, van der Kop M, Spittal PM, Lester RT. Recent Evidence for Emerging Digital Technologies to Support Global HIV Engagement in Care. Curr HIV/AIDS Rep 2015; 12:451-61. [PMID: 26454756 PMCID: PMC5585015 DOI: 10.1007/s11904-015-0291-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Antiretroviral therapy is a powerful tool to reduce morbidity and mortality for the 35 million people living with HIV globally. However, availability of treatment alone is insufficient to meet new UNAIDS 90-90-90 targets calling for rapid scale-up of engagement in HIV care to end the epidemic in 2030. Digital technology interventions (mHealth, eHealth, and telehealth) are emerging as one approach to support lifelong engagement in HIV care. This review synthesizes recent reviews and primary studies published since January 2014 on digital technology interventions for engagement in HIV care after diagnosis. Technologies for health provide emerging and proven solutions to support achievement of the United Nations targets for the generalized HIV-affected population. Much of the existing evidence addresses antiretroviral therapy (ART) adherence; however, studies have begun to investigate programs to support linkage and retention in care as well as interventions to engage key populations facing extensive barriers to care.
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Affiliation(s)
- Kate Jongbloed
- School of Population & Public Health, University of British Columbia, 2206 E Mall, Vancouver, BC, V6T 1Z9, Canada.
| | - Sunjit Parmar
- Faculty of Medicine, University of British Columbia, 2350 Health Sciences Mall, Vancouver, BC, V6T 1Z3, Canada.
| | - Mia van der Kop
- Division of Infectious Diseases, Faculty of Medicine, University of British Columbia, 566-828 West 10th Avenue, Vancouver, BC, V5Z 1L8, Canada.
- Department of Public Health Sciences, Karolinska Institutet, Tomtebodavagen 18a, Campus Solna, Stockholm, Sweden.
| | - Patricia M Spittal
- School of Population & Public Health, University of British Columbia, 2206 E Mall, Vancouver, BC, V6T 1Z9, Canada.
| | - Richard T Lester
- Division of Infectious Diseases, Faculty of Medicine, University of British Columbia, 566-828 West 10th Avenue, Vancouver, BC, V5Z 1L8, Canada.
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Tuti T, Bitok M, Paton C, Makone B, Malla L, Muinga N, Gathara D, English M. Innovating to enhance clinical data management using non-commercial and open source solutions across a multi-center network supporting inpatient pediatric care and research in Kenya. J Am Med Inform Assoc 2015; 23:184-92. [PMID: 26063746 PMCID: PMC4681113 DOI: 10.1093/jamia/ocv028] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Accepted: 03/08/2015] [Indexed: 11/12/2022] Open
Abstract
Objective
To share approaches and innovations adopted to deliver a relatively inexpensive clinical data management (CDM) framework within a low-income setting that aims to deliver quality pediatric data useful for supporting research, strengthening the information culture and informing improvement efforts in local clinical practice.
Materials and methods
The authors implemented a CDM framework to support a Clinical Information Network (CIN) using Research Electronic Data Capture (REDCap), a noncommercial software solution designed for rapid development and deployment of electronic data capture tools. It was used for collection of standardized data from case records of multiple hospitals’ pediatric wards. R, an open-source statistical language, was used for data quality enhancement, analysis, and report generation for the hospitals.
Results
In the first year of CIN, the authors have developed innovative solutions to support the implementation of a secure, rapid pediatric data collection system spanning 14 hospital sites with stringent data quality checks. Data have been collated on over 37 000 admission episodes, with considerable improvement in clinical documentation of admissions observed. Using meta-programming techniques in R, coupled with branching logic, randomization, data lookup, and Application Programming Interface (API) features offered by REDCap, CDM tasks were configured and automated to ensure quality data was delivered for clinical improvement and research use.
Conclusion
A low-cost clinically focused but geographically dispersed quality CDM (Clinical Data Management) in a long-term, multi-site, and real world context can be achieved and sustained and challenges can be overcome through thoughtful design and implementation of open-source tools for handling data and supporting research.
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Affiliation(s)
- Timothy Tuti
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya
| | - Michael Bitok
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya
| | - Chris Paton
- Nuffield Department of Medicine, University of Oxford John Radcliffe Hospital, Headington, Oxford, OX3 9DU, UK
| | - Boniface Makone
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya
| | - Lucas Malla
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya
| | - Naomi Muinga
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya
| | - David Gathara
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya
| | - Mike English
- KEMRI-Wellcome Trust Research Programme, P. O. Box 43640 - 00100, Nairobi, Kenya Nuffield Department of Medicine, University of Oxford John Radcliffe Hospital, Headington, Oxford, OX3 9DU, UK
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