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Yuan S, Yin T, Weng N, Wang Z, Yin D. The equivalent value (EV)-based workload assessment of primary healthcare workers in Beijing, China. HUMAN RESOURCES FOR HEALTH 2025; 23:2. [PMID: 39789574 PMCID: PMC11720310 DOI: 10.1186/s12960-024-00970-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 12/30/2024] [Indexed: 01/12/2025]
Abstract
BACKGROUND Quantitative methods for estimating the workload of primary healthcare (PHC) workers are essential for improving the performance of PHC institutions. However, measuring the workload of PHC workers is challenging due to the diverse and complex range of services covered by PHC. This study aims to use an equivalent value (EV)-based approach to assess the workload of PHC workers and inform policymakers about the current workload burden in Beijing, China. METHODS The EV-based workload assessment system was designed by three main steps: identifying the list of essential PHC service items provided by PHC workers, quantifying the EV of each service item, and calculating the corresponding workload for PHC workers and community health centers (CHCs). The study included 18 CHCs, which were divided into three groups based on population density and topography: Group I (eight urban CHCs), Group II (six CHCs in semi-mountainous areas), and Group III (four CHCs in mountainous areas). Data were collected from local health information system, which automatically collected real-time service volume data for 500 PHC service items at 18 CHCs in the sample district in Beijing from 2017 to 2021. RESULTS This study identified 503 essential PHC service items and defined their EVs. The theoretical full-capacity workload per PHC worker was 6024 EVs, serving as the base workload. The actual annual workload per PHC worker was 7240.0 EVs during 2017-2021. The base workload per budgeted position for the three types of CHCs was 6468.6 EVs for Group I, 5268.5 EVs for Group II, and 5038.7 EVs for Group III. Compared with the actual workload of 7702.3 EVs, 6568.3 EVs, and 5979.0 EVs in each group, respectively, all PHC workers in the sample district were overburdened during the study period. CONCLUSIONS The EV-based method provides a feasible solution for comprehensively assessing the workload of publicly funded PHC institutions in other regions. This study offers valuable insights to help local policymakers understand the workload burden of PHC workers, objectively evaluate their performance, and guide future health workforce planning.
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Affiliation(s)
- Shasha Yuan
- Institute of Medical Information/Medical Library, Chinese Academy of Medical Sciences & Peking, No. 2 Yabao Road, Chaoyang District, Beijing, 100020, People's Republic of China
| | - Tao Yin
- Health Development Research Department, Capital Institute of Pediatrics, Beijing, 100020, People's Republic of China
| | - Naijie Weng
- Beijing Changping Primary Health Administration Center, Beijing, 102299, People's Republic of China
| | - Zheng Wang
- Institute of Medical Information/Medical Library, Chinese Academy of Medical Sciences & Peking, No. 2 Yabao Road, Chaoyang District, Beijing, 100020, People's Republic of China
| | - Delu Yin
- Health Development Research Department, Capital Institute of Pediatrics, Beijing, 100020, People's Republic of China.
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Makwero MK, Majo T, Devarsetty P, Sharma M, Mash B, Dullie L, Munar W. Characterising the performance measurement and management system in the primary health care systems of Malawi. Afr J Prim Health Care Fam Med 2024; 16:e1-e11. [PMID: 38299545 PMCID: PMC10839197 DOI: 10.4102/phcfm.v16i1.4007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Performance Measurement and Management (PMM) systems are levers that support key management functions in health care systems. Just like many low- and middle-income countries (LMICs), Malawi strives to improve performance via evidence-based decision making and a suitable performance culture. AIM This study sought to describe PMM practices at all levels of primary health care (PHC) in Malawi. SETTING This study targeted three levels of PHC, namely the district health centres (DHCs), the zones, and the ministry headquarters. METHODS This was a qualitative exploratory research study where decision-makers at each level of PHC were engaged using key-informant interviews (KII) and focus group discussions (FGDs). RESULTS We found that there is a weak link among levels of PHC in supporting PMM practices leading to poor dissemination of priorities and goals. There is also failure to appropriately institute good PMM practices, and the use of performance information was found to be limited among decision-makers. CONCLUSION Though PMM is acknowledged to be key in supporting health service delivery systems, Malawi's PHC system has not fully embarked on making this a priority. Some challenges include unsupportive culture and inadequate capacity for PMM.Contribution: This study contributes to the understanding of the PMM processes in Malawi and further highlights the salient challenges in the use of information for performance management. While the presence of policies on PMM is acknowledged, implementation studies that deal with challenges are urgent and imperative.
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Affiliation(s)
- Martha K Makwero
- Department of Family Medicine, Faculty of Medicine, Kamuzu University of Health Sciences, Blantyre.
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da Silva CR, Gomes AAD, dos Santos-Doni TR, Antonelli AC, Vieira RFDC, da Silva ARS. Suicide in veterinary medicine: A literature review. Vet World 2023; 16:1266-1276. [PMID: 37577194 PMCID: PMC10421543 DOI: 10.14202/vetworld.2023.1266-1276] [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: 03/01/2023] [Accepted: 05/15/2023] [Indexed: 08/15/2023] Open
Abstract
Veterinarians are commonly exposed to occupational stressors, including excessive workload and financial constraints. These stressors can lead to psychological distress, which typically results in mental health disorders such as depression, anxiety, and burnout and can even culminate in suicide attempts or suicide deaths. Risk factors associated with poor mental health and high rates of suicide in veterinary practitioners include continuous exposure to challenging scenarios, such as interpersonal conflicts, performing euthanasia, and easy access to lethal means of suicide, such as opioids and anesthetics. The previous studies highlight the urgent need for a better understanding of predisposing factors, mental health-related improvements in the professional environment, and the subsequent establishment of primary mental health-related care policies. Effective ways to promote mental health and prevent suicide may include social support, resilience, developing coping skills, promoting a healthy work environment, and discouraging perfectionist behaviors. This review aimed to summarize findings in studies that have investigated mental health and suicide in veterinarians and veterinary students and highlight measures that could be implemented as options for mental health promotion and suicide prevention.
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Affiliation(s)
- Carina Rodrigues da Silva
- Department of Veterinary Medicine, Universidade Federal do Vale do São Francisco, Campus of Agricultural Sciences, Petrolina, Pernambuco, Brazil
- College of Veterinary Medicine, Department of Veterinary Preventive Medicine, Ohio State University, Columbus, OH, USA
| | - Ana Amélia Domingues Gomes
- Department of Veterinary Medicine, Universidade Federal do Vale do São Francisco, Campus of Agricultural Sciences, Petrolina, Pernambuco, Brazil
| | - Thaís Rabelo dos Santos-Doni
- Department of Veterinary Medicine, Universidade Federal do Vale do Jequitinhonha e Mucuri, Unaí, Minas Gerais, Brazil
| | - Alexandre Coutinho Antonelli
- Department of Veterinary Medicine, Universidade Federal do Vale do São Francisco, Campus of Agricultural Sciences, Petrolina, Pernambuco, Brazil
| | - Rafael Felipe da Costa Vieira
- Department of Public Health Sciences, College of Health, and Human Services, University of North Carolina, Charlotte, North Carolina, United States of America
- Center for Computational Intelligence to Predict Health and Environmental Risks, University of North Carolina, Charlotte, North Carolina, United States of America
| | - Alexandre Redson Soares da Silva
- Department of Veterinary Medicine, Universidade Federal do Vale do São Francisco, Campus of Agricultural Sciences, Petrolina, Pernambuco, Brazil
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Olaniran A, Madaj B, Bar-Zeev S, Banke-Thomas A, van den Broek N. Factors influencing motivation and job satisfaction of community health workers in Africa and Asia-A multi-country study. Int J Health Plann Manage 2021; 37:112-132. [PMID: 34476842 DOI: 10.1002/hpm.3319] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 03/03/2021] [Accepted: 08/20/2021] [Indexed: 11/08/2022] Open
Abstract
As key stakeholders continue to affirm the relevance of community health workers (CHWs) in universal health coverage, there is a need for a commensurate focus on their motivation and job satisfaction especially in low- and middle-income countries (LMICs) where they play prominent roles. Despite the wealth of literature on motivation and job satisfaction, many studies draw on research conducted in high-income settings. This study explored factors influencing motivation and satisfaction among CHWs in LMICs. Thirty-two focus group discussions and 116 key informant interviews were conducted with CHWs, programme staff, health professionals and community leaders in Bangladesh, India, Kenya, Malawi and Nigeria. Data were analysed using thematic analysis. Overall, CHWs desired: (1) CHW programmes with manageable workload; work schedules that address concerns of female CHWs on work-life balance; clear career pathway; and a timely, regular and sustainable remuneration. However, no remuneration type guaranteed satisfaction because of an insatiable quest for additional financial reward. (2) Relationship with stakeholders that enhances their reputation. This was more important for unsalaried CHWs. (3) Opportunities to support community members. This was popular among all cadres as it resonated with their altruistic values. This study provides insights for developing a 'comprehensive motivation package' for CHWs.
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Affiliation(s)
- Abimbola Olaniran
- Centre for Maternal and Newborn Health, Liverpool School of Tropical Medicine, Liverpool, UK.,Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Barbara Madaj
- Centre for Maternal and Newborn Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Sarah Bar-Zeev
- Centre for Maternal and Newborn Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Aduragbemi Banke-Thomas
- Centre for Maternal and Newborn Health, Liverpool School of Tropical Medicine, Liverpool, UK.,Department of Health Policy, London School of Economics and Political Science, London, UK
| | - Nynke van den Broek
- Centre for Maternal and Newborn Health, Liverpool School of Tropical Medicine, Liverpool, UK
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Paul E, Bodson O, Ridde V. What theories underpin performance-based financing? A scoping review. J Health Organ Manag 2021; ahead-of-print. [PMID: 33463972 DOI: 10.1108/jhom-04-2020-0161] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE The study aims to explore the theoretical bases justifying the use of performance-based financing (PBF) in the health sector in low- and middle-income countries (LMICs). DESIGN/METHODOLOGY/APPROACH The authors conducted a scoping review of the literature on PBF so as to identify the theories utilized to underpin it and analyzed its theoretical justifications. FINDINGS Sixty-four studies met the inclusion criteria. Economic theories were predominant, with the principal-agent theory being the most commonly-used theory, explicitly referred to by two-thirds of included studies. Psychological theories were also common, with a wide array of motivation theories. Other disciplines in the form of management or organizational science, political and social science and systems approaches also contributed. However, some of the theories referred to contradicted each other. Many of the studies included only casually alluded to one or more theories, and very few used these theories to justify or support PBF. No theory emerged as a dominant, consistent and credible justification of PBF, perhaps except for the principal-agent theory, which was often inappropriately applied in the included studies, and when it included additional assumptions reflecting the contexts of the health sector in LMICs, might actually warn against adopting PBF. PRACTICAL IMPLICATIONS Overall, this review has not been able to identify a comprehensive, credible, consistent, theoretical justification for using PBF rather than alternative approaches to health system reforms and healthcare providers' motivation in LMICs. ORIGINALITY/VALUE The theoretical justifications of PBF in the health sector in LMICs are under-documented. This review is the first of this kind and should encourage further debate and theoretical exploration of the justifications of PBF.
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Affiliation(s)
- Elisabeth Paul
- School of Public Health, Universite Libre de Bruxelles, Brussels, Belgium
| | | | - Valéry Ridde
- CEPED, Institute for Research on Sustainable Development (IRD), IRD-Université de Paris, Paris, France
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Alonso S, Chaccour CJ, Elobolobo E, Nacima A, Candrinho B, Saifodine A, Saute F, Robertson M, Zulliger R. The economic burden of malaria on households and the health system in a high transmission district of Mozambique. Malar J 2019; 18:360. [PMID: 31711489 PMCID: PMC6849240 DOI: 10.1186/s12936-019-2995-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 11/04/2019] [Indexed: 03/17/2023] Open
Abstract
Background Malaria remains a leading cause of morbidity and mortality in Mozambique. Increased investments in malaria control have reduced the burden, but few studies have estimated the costs of malaria in the country. This paper estimates the economic costs associated with malaria care to households and to the health system in the high burden district of Mopeia in central Mozambique. Methods Malaria care-seeking and morbidity costs were routinely collected among 1373 households with at least one child enrolled in an active case detection (ACD) cohort in Mopeia, and through cross-sectional surveys with 824 families in 2017 and 805 families in 2018. Household costs included direct medical expenses, transportation and opportunity costs of the time lost due to illness. Structured questionnaires were used to estimate the health system costs associated with malaria care in all 13 district health facilities. Cost estimations followed an ingredient-based approach with a top-down allocation approach for health system expenses. Results Among participants in cross-sectional studies, households sought care for nine severe malaria cases requiring hospital admission and for 679 uncomplicated malaria cases. Median household costs associated with uncomplicated malaria among individuals of all ages were US$ 3.46 (IQR US$ 0.07–22.41) and US$ 81.08 (IQR US$ 39.34–88.38) per severe case. Median household costs were lower among children under five (ACD cohort): US$ 1.63 (IQR US$ 0.00–7.79) per uncomplicated case and US$ 64.90 (IQR US$ 49.76–80.96) per severe case. Opportunity costs were the main source of household costs. Median health system costs associated with malaria among patients of all ages were US$ 4.34 (IQR US$ 4.32–4.35) per uncomplicated case and US$ 26.56 (IQR US$ 18.03–44.09) per severe case. Considering household and health system costs, the overall cost of malaria care to society was US$ 7.80 per uncomplicated case and US$ 107.64 per severe case, representing an economic malaria burden of US$ 332,286.24 (IQR US$ 186,355.84–1,091,212.90) per year only in Mopeia. Conclusions Despite the provision of free malaria services, households in Mopeia incur significant direct and indirect costs associated with the disease. Furthermore, the high malaria cost on the Mozambican health system underscores the need to strengthen malaria prevention to reduce the high burden and improve productivity in the region.
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Affiliation(s)
- Sergi Alonso
- Centro de Investigação em Saúde de Manhiça, Bairro Cambeve, Rua 12, Distrito da Manhiça, CP 1929, Maputo, Mozambique. .,ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain. .,Centre for Primary Care and Public Health, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK.
| | - Carlos J Chaccour
- Centro de Investigação em Saúde de Manhiça, Bairro Cambeve, Rua 12, Distrito da Manhiça, CP 1929, Maputo, Mozambique.,ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
| | - Eldo Elobolobo
- Centro de Investigação em Saúde de Manhiça, Bairro Cambeve, Rua 12, Distrito da Manhiça, CP 1929, Maputo, Mozambique
| | - Amilcar Nacima
- Centro de Investigação em Saúde de Manhiça, Bairro Cambeve, Rua 12, Distrito da Manhiça, CP 1929, Maputo, Mozambique
| | | | - Abuchahama Saifodine
- U.S. President's Malaria Initiative, US Agency for International Development, Maputo, Mozambique
| | - Francisco Saute
- Centro de Investigação em Saúde de Manhiça, Bairro Cambeve, Rua 12, Distrito da Manhiça, CP 1929, Maputo, Mozambique
| | | | - Rose Zulliger
- U.S. President's Malaria Initiative and Malaria Branch, Division of Parasitic Diseases and Malaria, U.S. Centers for Disease Control and Prevention, Maputo, Mozambique
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Rheumatic manifestations of chikungunya: emerging concepts and interventions. Nat Rev Rheumatol 2019; 15:597-611. [DOI: 10.1038/s41584-019-0276-9] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2019] [Indexed: 12/15/2022]
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Munar W, Snilstveit B, Aranda LE, Biswas N, Baffour T, Stevenson J. Evidence gap map of performance measurement and management in primary healthcare systems in low-income and middle-income countries. BMJ Glob Health 2019; 4:e001451. [PMID: 31478020 PMCID: PMC6703295 DOI: 10.1136/bmjgh-2019-001451] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 04/10/2019] [Accepted: 04/27/2019] [Indexed: 11/18/2022] Open
Abstract
Introduction We mapped available evidence on performance measurement and management (PMM) strategies in primary healthcare (PHC) systems of low-income and middle-income countries (LMICs). Widely used, their effectiveness remains inconclusive. This evidence gap map characterises existing research and evidence gaps. Methods Systematic mapping of performance measurement and management research in LMICs from 2000 to mid-2018; literature searches of seven academic databases and institutional repositories of impact evaluations and systematic reviews. Using a combination of manual screening and machine learning, four reviewers appraised 38 088 titles and abstracts, and extracted metadata from 137 impact evaluations and 18 systematic reviews that met the inclusion criteria. The resulting visual representation of the evidence base was uploaded to a web-based platform. Results Since 2000, the number of studies has increased; the first systematic reviews were completed in 2010. Two-thirds of the studies were conducted in sub-Saharan Africa and South Asia. Randomised controlled trials were the most frequently used study design. The evidence is concentrated in two types of PMM strategies: implementation strategies (in-service training, continuing education, supervision) and performance-based financing. Major gaps exist in accountability arrangements particularly the use of audit and feedback. The least studied types of outcomes were unintended effects, harm and social equity. Conclusions The evidence is clustered around interventions that are unlikely to achieve transformational change in health outcomes. The gaps identified suggest that routinely used PMM strategies are implemented without sufficient knowledge of their effects. Future efforts at redesigning PHC systems need to be informed by evidence on the most effective approaches for using PMM strategies.
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Affiliation(s)
- Wolfgang Munar
- Global Health, George Washington University Milken Institute of Public Health, Washington, District of Columbia, USA
| | | | - Ligia Esther Aranda
- Global Health, George Washington University Milken Institute of Public Health, Washington, District of Columbia, USA
| | - Nilakshi Biswas
- Global Health, George Washington University Milken Institute of Public Health, Washington, District of Columbia, USA
| | - Theresa Baffour
- Global Health, George Washington University Milken Institute of Public Health, Washington, District of Columbia, USA
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Munar W, Snilstveit B, Stevenson J, Biswas N, Eyers J, Butera G, Baffour T, Aranda LE. Evidence gap map of performance measurement and management in primary care delivery systems in low- and middle-income countries - Study protocol. Gates Open Res 2018; 2:27. [PMID: 29984360 PMCID: PMC6030397 DOI: 10.12688/gatesopenres.12826.2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2018] [Indexed: 11/20/2022] Open
Abstract
Background . For the last two decades there has been growing interest in governmental and global health stakeholders about the role that performance measurement and management systems can play for the production of high-quality and safely delivered primary care services. Despite recognition and interest, the gaps in evidence in this field of research and practice in low- and middle-income countries remain poorly characterized. This study will develop an evidence gap map in the area of performance management in primary care delivery systems in low- and middle-income countries. Methods. The evidence gap map will follow the methodology developed by 3Ie, the International Initiative for Impact Evaluation, to systematically map evidence and research gaps. The process starts with the development of the scope by creating an evidence-informed framework that helps identify the interventions and outcomes of relevance as well as help define inclusion and exclusion criteria. A search strategy is then developed to guide the systematic search of the literature, covering the following databases: Medline (Ovid), Embase (Ovid), CAB Global Health (Ovid), CINAHL (Ebsco), Cochrane Library, Scopus (Elsevier), and Econlit (Ovid). Sources of grey literature are also searched. Studies that meet the inclusion criteria are systematically coded, extracting data on intervention, outcome, measures, context, geography, equity, and study design. Systematic reviews are also critically appraised using an existing standard checklist. Impact evaluations are not appraised but will be coded according to study design. The process of map-building ends with the creation of an evidence gap map graphic that displays the available evidence according to the intervention and outcome framework of interest. Discussion . Implications arising from the evidence map will be discussed in a separate paper that will summarize findings and make recommendations for the development of a prioritized research agenda.
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Affiliation(s)
- Wolfgang Munar
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - Birte Snilstveit
- International Initiative for Impact Evaluation (3Ie), London International Development Centre, London, WC1H 0PD, UK
| | - Jennifer Stevenson
- International Initiative for Impact Evaluation (3Ie), London International Development Centre, London, WC1H 0PD, UK
| | - Nilakshi Biswas
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - John Eyers
- International Initiative for Impact Evaluation (3Ie), London International Development Centre, London, WC1H 0PD, UK
| | - Gisela Butera
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - Theresa Baffour
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - Ligia E Aranda
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
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Munar W, Snilstveit B, Stevenson J, Biswas N, Eyers J, Butera G, Baffour T, Aranda LE. Evidence gap map of performance measurement and management in primary care delivery systems in low- and middle-income countries - Study protocol. Gates Open Res 2018; 2:27. [PMID: 29984360 PMCID: PMC6030397 DOI: 10.12688/gatesopenres.12826.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2018] [Indexed: 10/12/2023] Open
Abstract
Background. For the last two decades there has been growing interest in governmental and global health stakeholders about the role that performance measurement and management systems can play for the production of high-quality and safely delivered primary care services. Despite recognition and interest, the gaps in evidence in this field of research and practice in low- and middle-income countries remain poorly characterized. This study will develop an evidence gap map in the area of performance management in primary care delivery systems in low- and middle-income countries. Methods. The evidence gap map will follow the methodology developed by 3Ie, the International Initiative for Impact Evaluation, to systematically map evidence and research gaps. The process starts with the development of the scope by creating an evidence-informed framework that helps identify the interventions and outcomes of relevance as well as help define inclusion and exclusion criteria. A search strategy is then developed to guide the systematic search of the literature, covering the following databases: Medline (Ovid), Embase (Ovid), CAB Global Health (Ovid), CINAHL (Ebsco), Cochrane Library, Scopus (Elsevier), and Econlit (Ovid). Sources of grey literature are also searched. Studies that meet the inclusion criteria are systematically coded, extracting data on intervention, outcome, measures, context, geography, equity, and study design. Systematic reviews are also critically appraised using an existing standard checklist. Impact evaluations are not appraised but will be coded according to study design. The process of map-building ends with the creation of an evidence gap map graphic that displays the available evidence according to the intervention and outcome framework of interest. Discussion. Applications arising from the evidence map will be discussed in a separate paper that will summarize findings and make recommendations for the development of a prioritized research agenda.
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Affiliation(s)
- Wolfgang Munar
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - Birte Snilstveit
- International Initiative for Impact Evaluation (3Ie), London International Development Centre, London, WC1H 0PD, UK
| | - Jennifer Stevenson
- International Initiative for Impact Evaluation (3Ie), London International Development Centre, London, WC1H 0PD, UK
| | - Nilakshi Biswas
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - John Eyers
- International Initiative for Impact Evaluation (3Ie), London International Development Centre, London, WC1H 0PD, UK
| | - Gisela Butera
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - Theresa Baffour
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
| | - Ligia E. Aranda
- Milken Institute School of Public Health, Department of Global Health, George Washington University, Washington, DC, 20052, USA
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