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Derecho KC, Cafino R, Aquino-Cafino SL, Isla A, Esencia JA, Lactuan NJ, Maranda JAG, Velasco LCP. Technology adoption of electronic medical records in developing economies: A systematic review on physicians' perspective. Digit Health 2024; 10:20552076231224605. [PMID: 38222081 PMCID: PMC10787531 DOI: 10.1177/20552076231224605] [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: 08/10/2023] [Accepted: 12/18/2023] [Indexed: 01/16/2024] Open
Abstract
Electronic Medical Records (EMRs) are a tool that could potentially improve the outcomes of patient care by providing physicians with access to up-to-date and accurate vital patient information. Despite this potential, EMR adoption in developing economies has been dilatory. This systematic review aims to synthesize the related literature on the adoption of EMRs in developing economies, with a focus on the perspective of physicians. With the aim to discern the key factors that impact EMR adoption as perceived by physicians and to offer guidance for future research on filling any gaps identified in the existing literature, this study utilized a systematic literature review by following the PRISMA guidelines. Out of 1160 initial articles, 21 were selected for analysis after eliminating duplicates and non-qualifying articles. Results show that common enablers of EMR adoption from physicians' perspective were identified to be computer literacy, education, voluntariness, and the system functionality including its features and user interface, implying that the provision of proper interventions focusing on the aspects of the health information system has an impact in maximizing the utilization and capabilities of EMRs among healthcare providers. The most prevalent barriers include the lack of training and IT usage experience along with resistance to changes associated with respondents' age and gender, the lack of time for learning complex EMR systems, and costs of the new technology. This indicates that a thorough planning and proper budget allocation is necessary prior to implementing and integrating EMR systems in healthcare institutions. From this synthesis of the common research conclusions, limitations, and recommendations from physicians' perspective, the result of this systematic review is expected to shed light on the optimal technology adoption of EMRs and its contribution to the health care systems of developing economies.
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Affiliation(s)
- Karyl Claire Derecho
- Mindanao State University-Iligan Institute of Technology, Iligan City, The Philippines
| | - Rentor Cafino
- Zamboanga City Medical Center, Zamboanga City, The Philippines
| | | | - Armando Isla
- Mercy Community Hospital, Iligan City, The Philippines
| | - Jay Ar Esencia
- La Paz Municipal Hospital, La Paz, Agusan del Sur, The Philippines
| | - Nove Joshua Lactuan
- Mindanao State University-Iligan Institute of Technology, Iligan City, The Philippines
- STI College Iligan, Iligan City, The Philippines
| | | | - Lemuel Clark P Velasco
- Mindanao State University-Iligan Institute of Technology, Iligan City, The Philippines
- Premiere Research Institute of Science and Mathematics – Center for Computational Analytics and Modelling, MSU-IIT, Iligan City, The Philippines
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Ngugi PN, Were MC, Babic A. Users' perception on factors contributing to electronic medical records systems use: a focus group discussion study in healthcare facilities setting in Kenya. BMC Med Inform Decis Mak 2021; 21:362. [PMID: 34955098 PMCID: PMC8710176 DOI: 10.1186/s12911-021-01737-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 11/19/2021] [Indexed: 11/10/2022] Open
Abstract
Background Electronic medical records systems (EMRs) adoption in healthcare to facilitate work processes have become common in many countries. Although EMRs are associated with quality patient care, patient safety, and cost reduction, their adoption rates are comparatively low. Understanding factors associated with the use of the implemented EMRs are critical for advancing successful implementations and scale-up sustainable initiatives. The aim of this study was to explore end users’ perceptions and experiences on factors facilitating and hindering EMRs use in healthcare facilities in Kenya, a low- and middle-income country. Methods Two focus group discussions were conducted with EMRs users (n = 20) each representing a healthcare facility determined by the performance of the EMRs implementation. Content analysis was performed on the transcribed data and relevant themes derived. Results Six thematic categories for both facilitators and barriers emerged, and these related to (1) system functionalities; (2) training; (3) technical support; (4) human factors; (5) infrastructure, and (6) EMRs operation mode. The identified facilitators included: easiness of use and learning of the system complemented by EMRs upgrades, efficiency of EMRs in patient data management, responsive information technology (IT) and collegial support, and user training. The identified barriers included: frequent power blackouts, inadequate computers, retrospective data entry EMRs operation mode, lack of continuous training on system upgrades, and delayed IT support. Conclusions Users generally believed that the EMRs improved the work process, with multiple factors identified as facilitators and barriers to their use. Most users perceived system functionalities and training as motivators to EMRs use, while infrastructural issues posed as the greatest barrier. No specific EMRs use facilitators and/or barriers could be attributed to facility performance levels. Continuous evaluations are necessary to assess improvements of the identified factors as well as determine emerging issues. Supplementary Information The online version contains supplementary material available at 10.1186/s12911-021-01737-x.
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Affiliation(s)
- Philomena N Ngugi
- Department of Information Science and Media Studies, University of Bergen, Bergen, Norway.
| | - Martin C Were
- Vanderbilt University Medical Center, Nashville, USA
| | - Ankica Babic
- Department of Information Science and Media Studies, University of Bergen, Bergen, Norway
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Correction of patient medical record errors through a file control method. HEALTH POLICY AND TECHNOLOGY 2019. [DOI: 10.1016/j.hlpt.2019.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Bernasconi A, Crabbé F, Raab M, Rossi R. Can the use of digital algorithms improve quality care? An example from Afghanistan. PLoS One 2018; 13:e0207233. [PMID: 30475833 PMCID: PMC6261034 DOI: 10.1371/journal.pone.0207233] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 10/27/2018] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Quality of care is a difficult parameter to measure. With the introduction of digital algorithms based on the Integrated Management of Childhood Illness (IMCI), we are interested to understand if the adherence to the guidelines improved for a better quality of care for children under 5 years old. METHODS More than one year after the introduction of digital algorithms, we carried out two cross sectional studies to assess the improvements in comparison with the situation prior to the implementation of the project, in two Basic Health Centres in Kabul province. One survey was carried out inside the consultation room and was based on the direct observation of 181 consultations of children aged 2 months to 5 years old, using a checklist completed by a senior physicians. The second survey queried 181 caretakers of children outside the health facility for their opinion about the consultation carried out through the tablet and prescriptions and medications given. RESULTS We measured the quality of care as adherence to the IMCI's guidelines. The study evaluated the quality of the physical examination and the therapies prescribed with a special attention to antibiotic prescription. We noticed a dramatic improvement (p<0.05) of several indicators following the introduction of digital algorithms. The baseline physical examination was appropriate only for 23.8% [IC% 19.9-28.1] of the patients, 34.5% [IC% 30.0-39.2] received a correct treatment and 86.1% [IC% 82.4-89.2] received at least one antibiotic. With the introduction of digital algorithms, these indicators statistically improved respectively to 84.0% [IC% 77.9-88.6], >85% and less than 30%. CONCLUSIONS Our findings suggest that digital algorithms improve quality of care by applying the guidelines more effectively. Our experience should encourage to test this tool in different settings and to scale up its use at province/state level.
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Affiliation(s)
- Andrea Bernasconi
- Swiss TPH, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - François Crabbé
- Swiss TPH, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Martin Raab
- Swiss TPH, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Rodolfo Rossi
- PHC programs, International Committee of the Red Cross, Genève, Switzerland
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Muinga N, Magare S, Monda J, Kamau O, Houston S, Fraser H, Powell J, English M, Paton C. Implementing an Open Source Electronic Health Record System in Kenyan Health Care Facilities: Case Study. JMIR Med Inform 2018; 6:e22. [PMID: 29669709 PMCID: PMC5932328 DOI: 10.2196/medinform.8403] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 01/16/2018] [Accepted: 01/31/2018] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The Kenyan government, working with international partners and local organizations, has developed an eHealth strategy, specified standards, and guidelines for electronic health record adoption in public hospitals and implemented two major health information technology projects: District Health Information Software Version 2, for collating national health care indicators and a rollout of the KenyaEMR and International Quality Care Health Management Information Systems, for managing 600 HIV clinics across the country. Following these projects, a modified version of the Open Medical Record System electronic health record was specified and developed to fulfill the clinical and administrative requirements of health care facilities operated by devolved counties in Kenya and to automate the process of collating health care indicators and entering them into the District Health Information Software Version 2 system. OBJECTIVE We aimed to present a descriptive case study of the implementation of an open source electronic health record system in public health care facilities in Kenya. METHODS We conducted a landscape review of existing literature concerning eHealth policies and electronic health record development in Kenya. Following initial discussions with the Ministry of Health, the World Health Organization, and implementing partners, we conducted a series of visits to implementing sites to conduct semistructured individual interviews and group discussions with stakeholders to produce a historical case study of the implementation. RESULTS This case study describes how consultants based in Kenya, working with developers in India and project stakeholders, implemented the new system into several public hospitals in a county in rural Kenya. The implementation process included upgrading the hospital information technology infrastructure, training users, and attempting to garner administrative and clinical buy-in for adoption of the system. The initial deployment was ultimately scaled back due to a complex mix of sociotechnical and administrative issues. Learning from these early challenges, the system is now being redesigned and prepared for deployment in 6 new counties across Kenya. CONCLUSIONS Implementing electronic health record systems is a challenging process in high-income settings. In low-income settings, such as Kenya, open source software may offer some respite from the high costs of software licensing, but the familiar challenges of clinical and administration buy-in, the need to adequately train users, and the need for the provision of ongoing technical support are common across the North-South divide. Strategies such as creating local support teams, using local development resources, ensuring end user buy-in, and rolling out in smaller facilities before larger hospitals are being incorporated into the project. These are positive developments to help maintain momentum as the project continues. Further integration with existing open source communities could help ongoing development and implementations of the project. We hope this case study will provide some lessons and guidance for other challenging implementations of electronic health record systems as they continue across Africa.
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Affiliation(s)
- Naomi Muinga
- KEMRI/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Steve Magare
- KEMRI/Wellcome Trust Research Programme, Nairobi, Kenya
| | | | - Onesmus Kamau
- e-Health and Systems Development Unit, Ministry of Health, Nairobi, Kenya
| | | | - Hamish Fraser
- Brown Center for Biomedical Informatics, Brown University, Providence, RI, United States
| | - John Powell
- Nuffield Department of of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Mike English
- KEMRI/Wellcome Trust Research Programme, Nairobi, Kenya.,Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Chris Paton
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
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Jawhari B, Ludwick D, Keenan L, Zakus D, Hayward R. Benefits and challenges of EMR implementations in low resource settings: a state-of-the-art review. BMC Med Inform Decis Mak 2016; 16:116. [PMID: 27600269 PMCID: PMC5011989 DOI: 10.1186/s12911-016-0354-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Accepted: 08/19/2016] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND The intent of this review is to discover the types of inquiry and range of objectives and outcomes addressed in studies of the impacts of Electronic Medical Record (EMR) implementations in limited resource settings in sub-Saharan Africa. METHODS A state-of-the-art review characterized relevant publications from bibliographic databases and grey literature repositories through systematic searching, concept-mapping, relevance and quality filter optimization, methods and outcomes categorization and key article analysis. RESULTS From an initial population of 749 domain articles published before February 2015, 32 passed context and methods filters to merit full-text analysis. Relevant literature was classified by type (e.g., secondary, primary), design (e.g., case series, intervention), focus (e.g., processes, outcomes) and context (e.g., location, organization). A conceptual framework of EMR implementation determinants (systems, people, processes, products) was developed to represent current knowledge about the effects of EMRs in resource-constrained settings and to facilitate comparisons with studies in other contexts. DISCUSSION This review provides an overall impression of the types and content of health informatics articles about EMR implementations in sub-Saharan Africa. Little is known about the unique effects of EMR efforts in slum settings. The available reports emphasize the complexity and impact of social considerations, outweighing product and system limitations. Summative guides and implementation toolkits were not found but could help EMR implementers. CONCLUSION The future of EMR implementation in sub-Saharan Africa is promising. This review reveals various examples and gaps in understanding how EMR implementations unfold in resource-constrained settings; and opportunities for new inquiry about how to improve deployments in those contexts.
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Affiliation(s)
- Badeia Jawhari
- Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Clinical Sciences Building, 8440-112 St NW 5th floor, 5-112E, T6G 2B7 Edmonton, AB Canada
- Innovative Canadians for Change, Edmonton, AB Canada
| | - Dave Ludwick
- Sherwood Park Primary Care Network, Sherwood Park, AB Canada
| | - Louanne Keenan
- Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Clinical Sciences Building, 8440-112 St NW 5th floor, 5-112E, T6G 2B7 Edmonton, AB Canada
| | - David Zakus
- Faculty of Community Services, School of Occupational and Public Health, Ryerson University, Toronto, ON Canada
| | - Robert Hayward
- Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Clinical Sciences Building, 8440-112 St NW 5th floor, 5-112E, T6G 2B7 Edmonton, AB Canada
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Tierney WM, Sidle JE, Diero LO, Sudoi A, Kiplagat J, Macharia S, Shen C, Yeung A, Were MC, Slaven JE, Wools-Kaloustian K. Assessing the impact of a primary care electronic medical record system in three Kenyan rural health centers. J Am Med Inform Assoc 2015; 23:544-52. [PMID: 26260246 DOI: 10.1093/jamia/ocv074] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 04/28/2015] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Efficient, effective health care requires rapid availability of patient information. We designed, implemented, and assessed the impact of a primary care electronic medical record (EMR) in three rural Kenyan health centers. METHOD Local clinicians identified data required for primary care and public health reporting. We designed paper encounter forms to capture these data in adult medicine, pediatric, and antenatal clinics. Encounter form data were hand-entered into a new primary care module in an existing EMR serving onsite clinics serving patients infected with the human immunodeficiency virus (HIV). Before subsequent visits, Summary Reports were printed containing selected patient data with reminders for needed HIV care. We assessed effects on patient flow and provider work with time-motion studies before implementation and two years later, and we surveyed providers' satisfaction with the EMR. RESULTS Between September 2008 and December 2011, 72 635 primary care patients were registered and 114 480 encounter forms were completed. During 2011, 32 193 unique patients visited primary care clinics, and encounter forms were completed for all visits. Of 1031 (3.2%) who were HIV-infected, 85% received HIV care. Patient clinic time increased from 37 to 81 min/visit after EMR implementation in one health center and 56 to 106 min/visit in the other. However, outpatient visits to both health centers increased by 85%. Three-quarters of increased time was spent waiting. Despite nearly doubling visits, there was no change in clinical officers' work patterns, but the nurses' and the clerks' patient care time decreased after EMR implementation. Providers were generally satisfied with the EMR but desired additional training. CONCLUSIONS We successfully implemented a primary care EMR in three rural Kenyan health centers. Patient waiting time was dramatically lengthened while the nurses' and the clerks' patient care time decreased. Long-term use of EMRs in such settings will require changes in culture and workflow.
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Affiliation(s)
- William M Tierney
- Departments of Medicine and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA Center for Biomedical Informatics, Regenstrief Institute, Inc. Indianapolis, IN, USA
| | - John E Sidle
- Departments of Medicine and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Lameck O Diero
- Department of Medicine, Moi University School of Medicine, Eldoret, Kenya Department of Medicine, Moi Teaching and Referral Hospital, Eldoret, Kenya The Academic Model Providing Access to Healthcare, Eldoret, Kenya
| | - Allan Sudoi
- Department of Medicine, Moi University School of Medicine, Eldoret, Kenya Department of Medicine, Moi Teaching and Referral Hospital, Eldoret, Kenya The Academic Model Providing Access to Healthcare, Eldoret, Kenya
| | - Jepchirchir Kiplagat
- Department of Medicine, Moi University School of Medicine, Eldoret, Kenya Department of Medicine, Moi Teaching and Referral Hospital, Eldoret, Kenya The Academic Model Providing Access to Healthcare, Eldoret, Kenya
| | - Stephen Macharia
- Department of Medicine, Moi University School of Medicine, Eldoret, Kenya Department of Medicine, Moi Teaching and Referral Hospital, Eldoret, Kenya The Academic Model Providing Access to Healthcare, Eldoret, Kenya
| | - Changyu Shen
- Departments of Medicine and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Ada Yeung
- Center for Biomedical Informatics, Regenstrief Institute, Inc. Indianapolis, IN, USA
| | - Martin C Were
- Departments of Medicine and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA Center for Biomedical Informatics, Regenstrief Institute, Inc. Indianapolis, IN, USA Department of Medicine, Moi University School of Medicine, Eldoret, Kenya Department of Medicine, Moi Teaching and Referral Hospital, Eldoret, Kenya The Academic Model Providing Access to Healthcare, Eldoret, Kenya
| | - James E Slaven
- Departments of Medicine and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kara Wools-Kaloustian
- Departments of Medicine and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA
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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: 6.6] [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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Tierney WM, Nyandiko WN, Siika AM, Wools-Kaloustian K, Sidle JE, Kiplagat J, Bell A, Inui TS. "These are good problems to have…": establishing a collaborative research partnership in East Africa. J Gen Intern Med 2013; 28 Suppl 3:S625-38. [PMID: 23797916 PMCID: PMC3744278 DOI: 10.1007/s11606-013-2459-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
In the context of a long-term institutional 'twinning' partnership initiated by Indiana and Moi Universities more than 22 years ago, a vibrant program of research has arisen and grown in size and stature. The history of the AMPATH (Academic Model Providing Access to Healthcare) Research Program is described, with its distinctive attention to Kenyan-North American equity, mutual benefit, policies that support research best practices, peer review within research working groups/cores, contributions to clinical care, use of healthcare informatics, development of research infrastructure and commitment to research workforce capacity. In the development and management of research within our partnership, we describe a number of significant challenges we have encountered that require ongoing attention, many of which are "good problems" occasioned by the program's success and growth. Finally, we assess the special value a partnership program like ours has created and end by affirming the importance of organizational diversity, solidarity of purpose, and resilience in the 'research enterprise.'
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"Quality of prenatal and maternal care: bridging the know-do gap" (QUALMAT study): an electronic clinical decision support system for rural Sub-Saharan Africa. BMC Med Inform Decis Mak 2013; 13:44. [PMID: 23574764 PMCID: PMC3637082 DOI: 10.1186/1472-6947-13-44] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Accepted: 04/04/2013] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Despite strong efforts to improve maternal care, its quality remains deficient in many countries of Sub-Saharan Africa as persistently high maternal mortality rates testify. The QUALMAT study seeks to improve the performance and motivation of rural health workers and ultimately quality of primary maternal health care services in three African countries Burkina Faso, Ghana, and Tanzania. One major intervention is the introduction of a computerized Clinical Decision Support System (CDSS) for rural primary health care centers to be used by health care workers of different educational levels. METHODS A stand-alone, java-based software, able to run on any standard hardware, was developed based on assessment of the health care situation in the involved countries. The software scope was defined and the final software was programmed under consideration of test experiences. Knowledge for the decision support derived from the World Health Organization (WHO) guideline "Pregnancy, Childbirth, Postpartum and Newborn Care; A Guide for Essential Practice". RESULTS The QUALMAT CDSS provides computerized guidance and clinical decision support for antenatal care, and care during delivery and up to 24 hours post delivery. The decision support is based on WHO guidelines and designed using three principles: (1) Guidance through routine actions in maternal and perinatal care, (2) integration of clinical data to detect situations of concern by algorithms, and (3) electronic tracking of peri- and postnatal activities. In addition, the tool facilitates patient management and is a source of training material. The implementation of the software, which is embedded in a set of interventions comprising the QUALMAT study, is subject to various research projects assessing and quantifying the impact of the CDSS on quality of care, the motivation of health care staff (users) and its health economic aspects. The software will also be assessed for its usability and acceptance, as well as for its influence on workflows in the rural setting of primary health care in the three countries involved. CONCLUSION The development and implementation of a CDSS in rural primary health care centres presents challenges, which may be overcome with careful planning and involvement of future users at an early stage. A tailored software with stable functionality should offer perspectives to improve maternal care in resource-poor settings.
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Corbell C, Katjitae I, Mengistu A, Kalemeera F, Sagwa E, Mabirizi D, Lates J, Nwokike J, Fuller S, Stergachis A. Records linkage of electronic databases for the assessment of adverse effects of antiretroviral therapy in sub-Saharan Africa. Pharmacoepidemiol Drug Saf 2011; 21:407-14. [DOI: 10.1002/pds.2252] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2011] [Revised: 07/21/2011] [Accepted: 08/17/2011] [Indexed: 11/05/2022]
Affiliation(s)
- Catherine Corbell
- Department of Pharmacy; School of Pharmacy; University of Washington; Seattle WA USA
| | - Ishmael Katjitae
- Ministry of Health and Social Services, Internal Medicine; Windhoek, Namibia
| | - Assegid Mengistu
- Ministry of Health and Social Services, Pharmaceutical Services; Windhoek, Namibia
| | - Francis Kalemeera
- Ministry of Health and Social Services, Pharmaceutical Services; Windhoek, Namibia
| | - Evans Sagwa
- Management Sciences for Health/Center for Pharmaceutical Management/Strengthening Pharmaceutical Systems; Windhoek, Namibia
| | - David Mabirizi
- Management Sciences for Health/Center for Pharmaceutical Management/Strengthening Pharmaceutical Systems; Windhoek, Namibia
| | - Jennie Lates
- Ministry of Health and Social Services, Pharmaceutical Services; Windhoek, Namibia
| | - Jude Nwokike
- Management Sciences for Health/Center for Pharmaceutical Management/Strengthening Pharmaceutical Systems; Arlington VA USA
| | - Sherrilyne Fuller
- Division of Biomedical and Health Informatics; School of Medicine; University of Washington; Seattle WA USA
| | - Andy Stergachis
- Departments of Epidemiology and Global Health; School of Public Health; University of Washington; Seattle WA USA
- Global Medicines Program; University of Washington; Seattle WA USA
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Gallego AI, Gagnon MP, Desmartis M. Assessing the cost of electronic health records: a review of cost indicators. Telemed J E Health 2010; 16:963-72. [PMID: 20958197 DOI: 10.1089/tmj.2010.0014] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We systematically reviewed PubMed and EBSCO business, looking for cost indicators of electronic health record (EHR) implementations and their associated benefit indicators. We provide a set of the most common cost and benefit (CB) indicators used in the EHR literature, as well as an overall estimate of the CB related to EHR implementation. Overall, CB evaluation of EHR implementation showed a rapid capital-recovering process. On average, the annual benefits were 76.5% of the first-year costs and 308.6% of the annual costs. However, the initial investments were not recovered in a few studied implementations. Distinctions in reporting fixed and variable costs are suggested.
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Douglas GP, Gadabu OJ, Joukes S, Mumba S, McKay MV, Ben-Smith A, Jahn A, Schouten EJ, Landis Lewis Z, van Oosterhout JJ, Allain TJ, Zachariah R, Berger SD, Harries AD, Chimbwandira F. Using touchscreen electronic medical record systems to support and monitor national scale-up of antiretroviral therapy in Malawi. PLoS Med 2010; 7:e1000319. [PMID: 20711476 PMCID: PMC2919419 DOI: 10.1371/journal.pmed.1000319] [Citation(s) in RCA: 98] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Gerry Douglas and colleagues describe the rationale and their experience with scaling up electronic health records in six antiretroviral treatment sites in Malawi.
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Kanter AS, Negin J, Olayo B, Bukachi F, Johnson E, Sachs SE. Millennium Global Village-Net: Bringing together Millennium Villages throughout sub-Saharan Africa. Int J Med Inform 2009; 78:802-7. [DOI: 10.1016/j.ijmedinf.2009.08.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2008] [Revised: 08/05/2009] [Accepted: 08/07/2009] [Indexed: 11/26/2022]
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15
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Nucita A, Bernava GM, Bartolo M, Masi FDP, Giglio P, Peroni M, Pizzimenti G, Palombi L. A global approach to the management of EMR (electronic medical records) of patients with HIV/AIDS in sub-Saharan Africa: the experience of DREAM software. BMC Med Inform Decis Mak 2009; 9:42. [PMID: 19747371 PMCID: PMC2749819 DOI: 10.1186/1472-6947-9-42] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2008] [Accepted: 09/11/2009] [Indexed: 11/25/2022] Open
Abstract
Background The DREAM Project operates within the framework of the national health systems of several sub-Saharan African countries and aims to introduce the essential components of an integrated strategy for the prevention and treatment of HIV/AIDS. The project is intended to serve as a model for a wide-ranging scale-up in the response to the epidemic. This paper aims to show DREAM's challenges and the solutions adopted. One of the solutions is the efficient management of the clinical data regarding the treatment of the patients and epidemiological analyses. Methods Specific software for the management of the patients' EMR has been created within the DREAM programme in order to deal with the challenges deriving from the context in which DREAM operates. Setting up a computer infrastructure in health centres, providing a power supply, as well as managing the data and the project resources efficiently and reliably, are some of the questions that have been analysed in this study. Results Over the years this software has proved that it is able to respond to the need for efficient management of the clinical data and organization of the health centres. Today it is used in 10 countries in sub-Saharan Africa by thousands of professionals and by now it has reached its fourth version. The medical files of over 73,000 assisted patients are managed by this software and the data collected with it have become essential for the epidemiological research that is carried out to improve the effectiveness of the therapy. Conclusion Sub-Saharan Africa is the region hardest hit by HIV and AIDS in the world. However, the resources and responses adopted so far, to confront the epidemic, have at times been rather minimalist. The DREAM project has faced the battle against the epidemic by equipping itself with qualitative standards comparable to Western ones. The experience of DREAM has revealed that it is indeed possible to guarantee levels of excellence in developing countries, also in the sphere of ICT (Information and Communication Technology), thus making the intervention even more effective and contributing to bridging the digital divide.
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Affiliation(s)
- Andrea Nucita
- Dipartimento di Fisica, Sezione Informatica, Università degli studi di Messina, Messina, Italy.
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Lim JL, Yih Y, Gichunge C, Tierney WM, Le TH, Zhang J, Lawley MA, Petersen TJ, Mamlin JJ. The AMPATH Nutritional Information System: designing a food distribution electronic record system in rural Kenya. J Am Med Inform Assoc 2009; 16:882-8. [PMID: 19717795 DOI: 10.1197/jamia.m3139] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE The AMPATH program is a leading initiative in rural Kenya providing healthcare services to combat HIV. Malnutrition and food insecurity are common among AMPATH patients and the Nutritional Information System (NIS) was designed, with cross-functional collaboration between engineering and medical communities, as a comprehensive electronic system to record and assist in effective food distribution in a region with poor infrastructure. DESIGN The NIS was designed modularly to support the urgent need of a system for the growing food distribution program. The system manages the ordering, storage, packing, shipping, and distribution of fresh produce from AMPATH farms and dry food supplements from the World Food Programme (WFP) and U.S. Agency for International Development (USAID) based on nutritionists' prescriptions for food supplements. Additionally, the system also records details of food distributed to support future studies. MEASUREMENTS Patients fed weekly, patient visits per month. RESULTS With inception of the NIS, the AMPATH food distribution program was able to support 30,000 persons fed weekly, up from 2,000 persons. Patient visits per month also saw a marked increase. CONCLUSION The NIS' modular design and frequent, effective interactions between developers and users has positively affected the design, implementation, support, and modifications of the NIS. It demonstrates the success of collaboration between engineering and medical communities, and more importantly the feasibility for technology readily available in a modern country to contribute to healthcare delivery in developing countries like Kenya and other parts of sub-Saharan Africa.
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Affiliation(s)
- Jason LitJeh Lim
- School of Industrial Engineering, Purdue University, 315 N. Grant St., Grissom Hall, 261. West Lafayette, IN 47907-2023, USA
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17
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Implementing Computer-Based Patient Records in the Ugandan Healthcare System. Comput Inform Nurs 2008; 26:131-4. [DOI: 10.1097/01.ncn.0000304788.03307.a4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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18
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Odero W, Rotich J, Yiannoutsos CT, Ouna T, Tierney WM. Innovative approaches to application of information technology in disease surveillance and prevention in Western Kenya. J Biomed Inform 2007; 40:390-7. [PMID: 17258509 DOI: 10.1016/j.jbi.2006.12.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2006] [Revised: 08/10/2006] [Accepted: 12/05/2006] [Indexed: 11/19/2022]
Abstract
We describe an electronic injury surveillance system that provides data for improving patient care and monitoring injury incidence and distribution patterns. Patients with injuries visiting a rural Kenyan primary care center were enrolled consecutively over 14 months. Injury information was added onto an existing medical record database that captures data for each patient visit. A new injury data encounter form and entry screen were created that included geographical coordinates of the injury site. These coordinates were obtained using a handheld global positioning system (GPS) device, and data were downloaded to the database and linked to each patient. We created digital maps of injury spatial distribution using geography information systems (GIS) software and correlated injury type and location with patients' clinical data. A computerized medical record system, complemented by GIS technology and an injury-specific component, presents a valuable tool for injury surveillance, epidemiology, prevention and control for communities served by a specific health facility.
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Affiliation(s)
- Wilson Odero
- Moi University, School of Public Health, Eldoret, Kenya
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19
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Einterz RM, Kimaiyo S, Mengech HNK, Khwa-Otsyula BO, Esamai F, Quigley F, Mamlin JJ. Responding to the HIV pandemic: the power of an academic medical partnership. ACADEMIC MEDICINE : JOURNAL OF THE ASSOCIATION OF AMERICAN MEDICAL COLLEGES 2007; 82:812-8. [PMID: 17762264 DOI: 10.1097/acm.0b013e3180cc29f1] [Citation(s) in RCA: 242] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Partnerships between academic medical center (AMCs) in North America and the developing world are uniquely capable of fulfilling the tripartite needs of care, training, and research required to address health care crises in the developing world. Moreover, the institutional resources and credibility of AMCs can provide the foundation to build systems of care with long-term sustainability, even in resource-poor settings. The authors describe a partnership between Indiana University School of Medicine and Moi University and Moi Teaching and Referral Hospital in Kenya that demonstrates the power of an academic medical partnership in its response to the HIV/AIDS pandemic in sub-Saharan Africa. Through the Academic Model for the Prevention and Treatment of HIV/AIDS, the partnership currently treats over 40,000 HIV-positive patients at 19 urban and rural sites in western Kenya, now enrolls nearly 2,000 new HIV positive patients every month, feeds up to 30,000 people weekly, enables economic security, fosters HIV prevention, tests more than 25,000 pregnant women annually for HIV, engages communities, and is developing a robust electronic information system. The partnership evolved from a program of limited size and a focus on general internal medicine into one of the largest and most comprehensive HIV/AIDS-control systems in sub-Saharan Africa. The partnership's rapid increase in scale, combined with the comprehensive and long-term approach to the region's health care needs, provides a twinning model that can and should be replicated to address the shameful fact that millions are dying of preventable and treatable diseases in the developing world.
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Affiliation(s)
- Robert M Einterz
- Indiana University School of Medicine, Indianapolis, Indiana 46202, USA.
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Diero L, Rotich JK, Bii J, Mamlin BW, Einterz RM, Kalamai IZ, Tierney WM. A computer-based medical record system and personal digital assistants to assess and follow patients with respiratory tract infections visiting a rural Kenyan health centre. BMC Med Inform Decis Mak 2006; 6:21. [PMID: 16606466 PMCID: PMC1482308 DOI: 10.1186/1472-6947-6-21] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2005] [Accepted: 04/10/2006] [Indexed: 11/10/2022] Open
Abstract
Background Clinical research can be facilitated by the use of informatics tools. We used an existing electronic medical record (EMR) system and personal data assistants (PDAs) to assess the characteristics and outcomes of patients with acute respiratory illnesses (ARIs) visiting a Kenyan rural health center. Methods We modified the existing EMR to include details on patients with ARIs. The EMR database was then used to identify patients with ARIs who were prospectively followed up by a research assistant who rode a bicycle to patients' homes and entered data into a PDA. Results A total of 2986 clinic visits for 2009 adult patients with respiratory infections were registered in the database between August 2002 and January 2005; 433 patients were selected for outcome assessments. These patients were followed up in the villages and assessed at 7 and 30 days later. Complete follow-up data were obtained on 381 patients (88%) and merged with data from the enrollment visit's electronic medical records and subsequent health center visits to assess duration of illness and complications. Symptoms improved at 7 and 30 days, but a substantial minority of patients had persistent symptoms. Eleven percent of patients sought additional care for their respiratory infection. Conclusion EMRs and PDA are useful tools for performing prospective clinical research in resource constrained developing countries.
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Affiliation(s)
- Lameck Diero
- Moi University Faculty of Health Sciences, Eldoret, Kenya
| | | | - John Bii
- Moi University Faculty of Health Sciences, Eldoret, Kenya
| | - Burke W Mamlin
- Indiana University School of Medicine, Indianapolis, IN, USA
- Regenstrief Institute, Inc., Indianapolis, IN, USA
| | | | | | - William M Tierney
- Indiana University School of Medicine, Indianapolis, IN, USA
- Regenstrief Institute, Inc., Indianapolis, IN, USA
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Tierney WM, Beck EJ, Gardner RM, Musick B, Shields M, Shiyonga NM, Spohr MH. Viewpoint: a pragmatic approach to constructing a minimum data set for care of patients with HIV in developing countries. J Am Med Inform Assoc 2006; 13:253-60. [PMID: 16501175 PMCID: PMC1513663 DOI: 10.1197/jamia.m2005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Providing quality health care requires access to continuous patient data that developing countries often lack. A panel of medical informatics specialists, clinical human immunodeficiency virus (HIV) specialists, and program managers suggests a minimum data set for supporting the management and monitoring of patients with HIV and their care programs in developing countries. The proposed minimum data set consists of data for registration and scheduling, monitoring and improving practice management, and describing clinical encounters and clinical care. Data should be numeric or coded using standard definitions and minimal free text. To enhance accuracy, efficiency, and availability, data should be recorded electronically by those generating them. Data elements must be sufficiently detailed to support clinical algorithms/guidelines and aggregation into broader categories for consumption by higher level users (e.g., national and international health care agencies). The proposed minimum data set will evolve over time as funding increases, care protocols change, and additional tests and treatments become available for HIV-infected patients in developing countries.
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Siika AM, Rotich JK, Simiyu CJ, Kigotho EM, Smith FE, Sidle JE, Wools-Kaloustian K, Kimaiyo SN, Nyandiko WM, Hannan TJ, Tierney WM. An electronic medical record system for ambulatory care of HIV-infected patients in Kenya. Int J Med Inform 2005; 74:345-55. [PMID: 15893257 DOI: 10.1016/j.ijmedinf.2005.03.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2004] [Accepted: 03/03/2005] [Indexed: 11/26/2022]
Abstract
Administering and monitoring therapy is crucial to the battle against HIV/AIDS in sub-Saharan Africa. Electronic medical records (EMRs) can aid in documenting care, monitoring drug adherence and response to therapy, and providing data for quality improvement and research. Faculty at Moi University in Kenya and Indiana and University in the USA opened adult and pediatric HIV clinics in a national referral hospital, a district hospital, and six rural health centers in western Kenya using a newly developed EMR to support comprehensive outpatient HIV/AIDS care. Demographic, clinical, and HIV risk data, diagnostic test results, and treatment information are recorded on paper encounter forms and hand-entered into a central database that prints summary flowsheets and reminders for appropriate testing and treatment. There are separate modules for monitoring the Antenatal Clinic and Pharmacy. The EMR was designed with input from clinicians who understand the local community and constraints of providing care in resource poor settings. To date, the EMR contains more than 30,000 visit records for more than 4000 patients, almost half taking antiretroviral drugs. We describe the development and structure of this EMR and plans for future development that include wireless connections, tablet computers, and migration to a Web-based platform.
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Affiliation(s)
- Abraham M Siika
- Department of Medicine, Moi University Faculty of Health Sciences, Eldoret, Kenya
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23
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Affiliation(s)
- R Irvine
- School of Arts and Social Sciences, Newcastle University, Newcastle, New South Wales, Australia.
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Kounalakis DK, Lionis C, Okkes I, Lamberts H. Developing an appropriate EPR system for the Greek primary care setting. J Med Syst 2003; 27:239-46. [PMID: 12705456 DOI: 10.1023/a:1022571211109] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The creation of an electronic patient record (EPR) system with a user-friendly interface based on the concept of the episode of care was considered an urgent priority in the present Greek context, where a Health Care Reform program is in progress. This paper reports the procedures of developing an EPR system, and outlines some of its essentials and key issues. We performed a systematic review and analyzed the perceptions and patterns of use of existing EPR systems among Greek general practitioners. On the basis of this analysis, Transhis was selected using defined criteria for appropriateness, efficiency, and feasibility for general practice as a prototype, for creating a Windows-based EPR system using the International Classification of Primary Care (ICPC-2) and International Classification of Diseases (ICD-10) as classifications. The new EPR system seems appropriate for use within the current Greek primary care setting. Further studies are required for its evaluation.
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Affiliation(s)
- Dimitris K Kounalakis
- Clinic of Social and Family Medicine, School of Medicine, University of Crete, PO Box 1393, 71409 Heraklion, Greece.
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Rotich JK, Hannan TJ, Smith FE, Bii J, Odero WW, Vu N, Mamlin BW, Mamlin JJ, Einterz RM, Tierney WM. Installing and implementing a computer-based patient record system in sub-Saharan Africa: the Mosoriot Medical Record System. J Am Med Inform Assoc 2003; 10:295-303. [PMID: 12668697 PMCID: PMC181978 DOI: 10.1197/jamia.m1301] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
The authors implemented an electronic medical record system in a rural Kenyan health center. Visit data are recorded on a paper encounter form, eliminating duplicate documentation in multiple clinic logbooks. Data are entered into an MS-Access database supported by redundant power systems. The system was initiated in February 2001, and 10,000 visit records were entered for 6,190 patients in six months. The authors present a summary of the clinics visited, diagnoses made, drugs prescribed, and tests performed. After system implementation, patient visits were 22% shorter. They spent 58% less time with providers (p < 0.001) and 38% less time waiting (p = 0.06). Clinic personnel spent 50% less time interacting with patients, two thirds less time interacting with each other, and more time in personal activities. This simple electronic medical record system has bridged the "digital divide." Financial and technical sustainability by Kenyans will be key to its future use and development.
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