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Kisaka S, Tumwebaze FK, Kasasa S. Factors Related to Client Satisfaction with Community Based Health Insurance Services During COVID-19 Pandemic in Central Uganda: A Mixed Methods Healthcare Facility Based Study. East Afr Health Res J 2024; 8:222-234. [PMID: 39296763 PMCID: PMC11407125 DOI: 10.24248/eahrj.v8i2.785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 03/11/2024] [Indexed: 09/21/2024] Open
Abstract
Background During the COVID-19 lockdowns, healthcare services were disrupted and community-based health insurance (CBHI) schemes could not operate efficiently. This study assessed the level of client satisfaction with CBHI schemes, associated factors, and service provider perspectives in central Uganda. Methods This was an explanatory sequential mixed-methods (quantitative - qualitative) study that was conducted between March and September 2021. In the first phase, a cross-sectional study among the 365 clients of the CBHI schemes who were aged ≥18 years old. The participants were recruited consecutively as they reported to the healthcare facility. Quantitative data were collected at patient exit using a piloted semi-structured interviewer-administered questionnaire. In the second phase, qualitative data were collected through 11 key informant interviews. These data were analyzed using a deductive thematic analysis approach. Modified Poisson regression was used to assess factors associated with client satisfaction and a p-value ≤0.05 at a 95% confidence interval was considered to be statistically significant. Findings Of the total number of participants, 38.9% (142/365) were "satisfied" with the CBHI services. Less satisfaction was associated with secondary level of education or above (adjPR = 0.55, 95% CI: 0.36-0.85, P=.007); residing beyond 16 kilometers from the healthcare facility (adjPR = 0.68, 95% CI: 0.41-0.95, P=.014); staying on the scheme for over 3 years (adjPR = 0.71, 95% CI: 0.51-0.99, P=.046); and good knowledge about the CBHI (adjPR = 0.76, 95% CI: 0.58-0.99, P=.040). Irregular availability of healthcare workers and long waiting time affected client satisfaction. Conclusions Satisfaction was considerably low during the lockdown. Lockdowns due to pandemics interrupt healthcare services and subsequently affect the satisfaction of CBHI clients with scheme services. Scheme managers need to identify facilities that are closer to enrolees and invest in technologies that reduce waiting time in the healthcare facility.
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Affiliation(s)
- Stevens Kisaka
- Makerere University School of Public Health, Uganda
- Business School, Eastern and Southern African Management Institute (ESAMI), Arusha, Tanzania
| | - Frank K Tumwebaze
- Makerere University School of Public Health, Uganda
- Business School, Eastern and Southern African Management Institute (ESAMI), Arusha, Tanzania
| | - Simon Kasasa
- Business School, Eastern and Southern African Management Institute (ESAMI), Arusha, Tanzania
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Nabanoba C, Zakumumpa H. Experiences of membership in munno mubulwadde (your friend indeed) - a novel community-based health insurance scheme in Luwero district in rural central Uganda. BMC Health Serv Res 2024; 24:89. [PMID: 38233909 PMCID: PMC10792776 DOI: 10.1186/s12913-023-10517-4] [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: 04/03/2023] [Accepted: 12/21/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Community-Based Health Insurance (CBHI) schemes are recognized as an important health financing pathway to achieving universal health coverage (UHC). Although previous studies have documented CBHIs in low-income countries, the majority of these have been provider-based. Non-provider based schemes have received comparatively less empirical attention. We sought to describe a novel non-provider based CBHI munno mubulwadde (your friend indeed) comprising informal sector members in rural central Uganda to understand the structure of the scheme, the experiences of scheme members in terms of the perceived benefits and barriers to retention in the scheme. METHODS We report qualitative findings from a larger mixed-methods study. We conducted in-depth interviews with insured members (n = 18) and scheme administrators (n = 12). Four focus groups were conducted with insured members (38 participants). Data were inductively analyzed by thematic approach. RESULTS Munno mubulwadde is a union of ten CBHI schemes coordinated by one administrative structure. Members were predominantly low-income rural informal sector households who pay annual premiums ranging from $17 and $50 annually and received medical care at 13 scheme-contracted private health facilities in Luwero District in Central Uganda. Insured members reported that scheme membership protected them from catastrophic health expenditure during episodes of sickness among household members, and especially so among households with children under-five who were reported to fall sick frequently, the scheme enabled members to receive perceived better quality health care at private providers in the study district relative to the nearest public facilities. The identified barriers to retention in the scheme include inconvenient dates for premium payment that are misaligned with harvest periods for cash crops (e.g. maize corn) on which members depended for their agrarian livelihoods, long distances to insurance-contracted private providers, falling prices of cash crops which diminished real incomes and affordability of insurance premiums in successive years after initial enrolment. CONCLUSION Munno mubulwadde was perceived by as a valuable financial cushion during episodes of illness by rural informal sector households. Policy interventions for promoting price stability of cash crops in central Uganda could enhance retention of members in this non-provider CBHI which is worthy of further research as an additional funding pathway for realizing UHC in Uganda and other low-income settings.
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Affiliation(s)
- Christine Nabanoba
- Department of Social Work and Social Administration, Makerere University, Kampala, Uganda
| | - Henry Zakumumpa
- School of Public Health, Makerere University, Kampala, Uganda.
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Shah A, Lemma S, Tao C, Wong J. The Role of Health Policy and Systems in the Uptake of Community-Based Health Insurance Schemes in Low- and Middle-Income Countries: A Narrative Review. Health Serv Insights 2023; 16:11786329231172675. [PMID: 37153878 PMCID: PMC10155025 DOI: 10.1177/11786329231172675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 03/15/2023] [Indexed: 05/10/2023] Open
Abstract
This study explores how health policies and systems can affect voluntary uptake of community-based health insurance (CBHI) schemes in low- and middle-income countries (LMICs). A narrative review was conducted involving searches of 10 databases (Medline, Global Index Medicus, Cumulative Index to Nursing, and Allied Health Literature, Health Systems Evidence, Worldwide Political Science Abstracts, PsycINFO, International Bibliography of the Social Sciences, EconLit, Bibliography of Asian Studies, and Africa Wide Information) across the social sciences, economics, and medical sciences. A total of 8107 articles were identified through the database searches, 12 of which were retained for analysis and narrative synthesis after 2 stages of screening. Our findings suggest that in the absence of directly subsidizing CBHI schemes by governments in LMICs, government policies can nonetheless promote voluntary uptake of CBHIs through intentional actions in 3 key areas: (a) improving quality of care, (b) providing a regulatory framework that integrates CBHIs into the national health system and its goals, and (c) leveraging administrative and managerial capacity to facilitate enrollment. The findings of this study highlight several considerations for CBHI planners and governments in LMICs to promote voluntary enrollment in CBHIs. Governments can effectively extend their outreach toward marginalized and vulnerable populations that are excluded from social protection by formulating supportive regulatory, policy, and administrative provisions that enhance voluntary uptake of CBHI schemes.
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Affiliation(s)
- Amika Shah
- The Reach Alliance, Munk School of
Global Affairs & Public Policy, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management,
and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Samrawit Lemma
- The Reach Alliance, Munk School of
Global Affairs & Public Policy, University of Toronto, Toronto, ON, Canada
| | - Chelsea Tao
- The Reach Alliance, Munk School of
Global Affairs & Public Policy, University of Toronto, Toronto, ON, Canada
- Munk School of Global Affairs &
Public Policy, University of Toronto, Toronto, ON, Canada
| | - Joseph Wong
- The Reach Alliance, Munk School of
Global Affairs & Public Policy, University of Toronto, Toronto, ON, Canada
- Munk School of Global Affairs &
Public Policy, University of Toronto, Toronto, ON, Canada
- Department of Political Science,
University of Toronto, Toronto, ON, Canada
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Koohpayehzadeh J, Azami-Aghdash S, Derakhshani N, Rezapour A, Alaei Kalajahi R, Sajjadi Khasraghi J, Nikoomanesh M, Sabetrohani H, Soleimanpour S. Best Practices in Achieving Universal Health Coverage: A Scoping Review. Med J Islam Repub Iran 2021; 35:191. [PMID: 36042832 PMCID: PMC9391760 DOI: 10.47176/mjiri.35.191] [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: 08/05/2020] [Indexed: 11/09/2022] Open
Abstract
Background: The Universal Health Coverage (UHC) is a very important and effective policy in the health system of countries worldwide. Using the experiences and learning from the best practices of successful countries in the UHC can be very helpful. Therefore, the aim of the present study is to provide a scoping review of successful global interventions and practices in achieving UHC. Methods: This is a scoping review study that has been conducted using the Arkesy and O'Malley framework. To gather information, Embase, PubMed, The Cochrane Library, Scopus, Scientific Information Database, and MagIran were searched using relevant keywords from 2000 to 2019. Studies about different reforms in health systems and case studies, which have examined successful interventions and reforms on the path to UHC, were included. Articles and abstracts presented at conferences and congresses were excluded. Framework Analysis was also used to analyze the data. Results: Out of 4257 articles, 57 finally included in the study. The results showed that of the 40 countries that had successful interventions, most were Asian. The interventions were financial protection (40 interventions that were categorized into 14 items), service coverage (31 interventions categorized into 7 items), population coverage (36 interventions categorized into 9 items), and quality (18 interventions categorized into 7 items), respectively. Also, the positive results of interventions on the way to achieving UHC were financial protection (14 interventions), service coverage (7 interventions), population coverage (9 interventions), and quality (7 interventions), respectively. Conclusion: This study provides a comprehensive and clear view of successful interventions in achieving the UHC. Therefore, with consideration to lessons learned from successful interventions, policymakers can design appropriate interventions for their country.
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Affiliation(s)
- Jalil Koohpayehzadeh
- Preventive Medicine and Public Health Research Center, Psychosocial Health Research Institute, Community and Family Medicine Department, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Saber Azami-Aghdash
- Tabriz Health Services Management Research Center, Health Management and Safety Promotion Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Naser Derakhshani
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Aziz Rezapour
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Riaz Alaei Kalajahi
- Department of Health Management and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Javad Sajjadi Khasraghi
- Department of Health Management and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahdi Nikoomanesh
- Student Research Committee, School of Health Management and Information Sciences Branch, Iran University of Medical Sciences, Tehran, Iran
| | - Hamideh Sabetrohani
- Preventive Medicine and Public Health Research Center, Psychosocial Health Research Institute, Community and Family Medicine Department, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Samira Soleimanpour
- Department of Medical Librarianship and Information Sciences, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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Rajaguru PP, Massawe H, Jusabani M, Temu R, Sheth NP. Definitive surgical femur fracture fixation in Northern Tanzania: implications of cost, payment method and payment status. Pan Afr Med J 2021; 39:126. [PMID: 34527142 PMCID: PMC8418167 DOI: 10.11604/pamj.2021.39.126.25878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 05/27/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Kilimanjaro Christian Medical Centre (KCMC) covers major orthopaedic trauma for a catchment population of 12.5 million people in northern Tanzania. Femur fractures, the most common traumatic orthopaedic injury at KCMC (39%), require open reduction and internal fixation (ORIF) for definitive treatment. It is unclear whether payment affects care. This study sought to explore associations of payment method with episodes of care for femur fracture ORIFs at KCMC. Methods we performed a retrospective review of orthopaedic records between February 2018 and July 2018. Patients with femur fracture ORIF were eligible; patients without charts were excluded. Ethical clearance was obtained from the KCMC ethics committee. Statistical analysis utilized descriptive statistics, Chi-squared and Fisher’s exact Tests, and Student´s t-tests where appropriate. Results of 76 included patients, 17% (n=13) were insured, 83% (n=63) paid out-of-pocket, 11% (n=8) had unpaid balance, and 89% (n=68) fully paid. Average patient charge ($417) was 42% of per capita GDP ($998). Uninsured patients had higher bills ($429 vs $356; p=0.27) and were significantly more likely to pay an advance payment (95.2% vs 7.7%; p<0.001). Inpatient care was equivalent regardless of payment. Unpaid patients were less likely to receive follow-up (76.5% vs. 25%; p=0.006) and waited longer from injury to admission (31.5 vs 13.3 days; p<0.001), from admission to surgery (30.1 vs 11.1 days; p<0.001), and from surgery to discharge (18.4 vs 7.1 days; p<0.001). Conclusion equal standard of care is provided to all patients. However, future efforts may decrease disparities in advance payment, timeliness, and follow-up.
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Affiliation(s)
- Praveen Paul Rajaguru
- The Warren Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Honest Massawe
- Department of Orthopaedics, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Mubashir Jusabani
- Department of Orthopaedics, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Rogers Temu
- Department of Orthopaedics, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Neil Perry Sheth
- Department of Orthopaedics, University of Pennsylvania, Philadelphia, United States of America
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Nshakira-Rukundo E, Mussa EC, Cho MJ. Dropping out of voluntary community-based health insurance in rural Uganda: Evidence from a cross-sectional study in rural south-western Uganda. PLoS One 2021; 16:e0253368. [PMID: 34270556 PMCID: PMC8284644 DOI: 10.1371/journal.pone.0253368] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 06/04/2021] [Indexed: 11/30/2022] Open
Abstract
AIM Community Based Health Insurance (CBHI) schemes have become central to health systems financing as avenues of achieving universal health coverage in developing countries. Yet, while emphasis in research and policy has mainly concentrated on enrolment, very little has been apportioned to high rates of dropping out after initial enrolment. The main aim of this study is to understand the factors behind CBHI dropping out through a cross-sectional quantitative research design to gain insights into curtailing the drop out of CBHI in Uganda. METHODS The survey for the quantitative research component took place between August 2015 and March 2016 covering 464 households with under-5 children in south-western Uganda. To understand the factors associated with dropping out of CBHI, we employ a multivariate logistic regression on a subsample of 251 households who were either currently enrolled or had enrolled at one time and later dropped out. RESULTS Overall, we find that 25.1 percent of the households that had ever enrolled in insurance reported dropping out. Household socioeconomic status (wealth) was one of the key factors that associated with dropping out. Larger household sizes and distance from the hospital were significantly associated with dropping out. More socially connected households were less likely to drop out revealing the influence of community social capital in keeping households insured. CONCLUSION The findings have implications for addressing equity and inclusion concerns in community-based health insurance programmes such as one in south-western Uganda. Even when community based informal system aim for inclusion of the poorest, they are not enough and often the poorest of the poor slip into the cracks and remain uninsured or drop out. Moreover, policy interventions toward curtailing high dropout rates should be considered to ensure financial sustainability of CBHI schemes.
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Affiliation(s)
- Emmanuel Nshakira-Rukundo
- Institute for Food and Resource Economics, University of Bonn, Bonn, Germany
- Apata Insights, Kampala, Uganda
| | - Essa Chanie Mussa
- Department of Agriculture Economics, University of Gondar, Gondar, Ethiopia
| | - Min Jung Cho
- Faculty Governance and Global Affairs, Leiden University College, The Hague, Netherlands
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Nannini M, Biggeri M, Putoto G. Financial protection and coping strategies in rural Uganda: an impact evaluation of community-based zero-interest healthcare loans. Health Policy Plan 2021; 36:1090-1102. [PMID: 34159376 DOI: 10.1093/heapol/czab073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 05/14/2021] [Accepted: 06/07/2021] [Indexed: 11/13/2022] Open
Abstract
In low- and middle-income countries, catastrophic health expenditures and economic hardship constitute a common risk for households' welfare. Community health financing (CHF) represents a viable option to improve financial protection, but robust impact evaluations are needed to advance the debate concerning universal health coverage in informal settings. This study aims at assessing the impact of a CHF pilot programme and, specifically, of the initial phase involving zero-interest loans on health expenditures and coping strategies in a rural district of Uganda. The analysis relies on a panel household survey performed before and after the intervention and complemented by qualitative data obtained from structured focus group discussions. Exploiting an instrumental variable approach, we measured the causal effect of the intervention, and the main findings were then integrated with qualitative evidence on the heterogeneity of the programme's impact across different household categories. We found that the intervention of zero-interest healthcare loans is effective in improving financial protection and longer-term welfare. Community perceptions suggested that the population excluded from the scheme is disadvantaged when facing unpredictable health costs. Among the enrolled members, the poorest seem to receive a greater benefit from the intervention. Overall, our study provides support for the positive role of community-based mechanisms to progress towards universal coverage and offers policy-relevant insights to timely design comprehensive health financing reforms.
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Affiliation(s)
- Maria Nannini
- Department of Economics and Management, University of Florence, Via delle Pandette 9, 50127, Florence, Italy
| | - Mario Biggeri
- Department of Economics and Management, University of Florence, Via delle Pandette 9, 50127, Florence, Italy
| | - Giovanni Putoto
- Doctors with Africa CUAMM, Via San Francesco 126, 35121, Padua, Italy
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Lokman L, Chahine T. Business models for primary health care delivery in low- and middle-income countries: a scoping study of nine social entrepreneurs. BMC Health Serv Res 2021; 21:211. [PMID: 33750372 PMCID: PMC7941720 DOI: 10.1186/s12913-021-06225-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 03/01/2021] [Indexed: 11/30/2022] Open
Abstract
Background Social enterprises are organizations created to address social problems that use business models to sustain themselves financially. Social enterprises can help increase access to primary health care in low resource settings. Research on social enterprises in health care have focused either on high-income countries, or on secondary and tertiary care in low- and middle-income countries, where common business models include differential pricing to cross-subsidize low income populations. This is the first study to examine social enterprises providing primary health care in low- and middle-income countries using primary data. The purpose is to determine whether social enterprise is a viable model in this setting and to identify common patterns and characteristics that could inform the work of social entrepreneurs, funders, and researchers in this area. Methods We identify social entrepreneurs working to deliver primary health care in low- and middle-income countries who have been vetted by international organizations dedicated to supporting social entrepreneurship. Through in-depth interviews, we collect information on medical processes, business processes, social impact, and organizational impact according to the Battacharyya et al. framework. We then conducted qualitative analysis to identify common patterns emerging within these four categories. Results Common characteristics in the business models of primary health care social enterprises include flat rate rather than differential pricing and cross-subsidizing across services rather than patients. Subscription packages and in-house IT systems were utilized to generate revenue and increase reach through telemedicine, franchising, and mobile units. In some cases, alternate revenue streams are employed to help break even. About half of the social enterprises interviewed were for-profit, and about half non-profit. The majority faced challenges in engaging with the public sector. This is still a nascent field, with most organizations being under 10 years old. Conclusions Social enterprise has been demonstrated as a feasible model for providing primary health care in low resource settings, with key characteristics differing from the previously commonly studied social enterprises in tertiary care. There are opportunities to complement existing public health systems, but most organizations face challenges in doing so. More research and attention is needed by researchers, governments and funders to support social entrepreneurs and avoid parallel systems.
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Affiliation(s)
- Lutfi Lokman
- Harvard T.H. Chan School of Public Health, Boston, USA
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Ifeagwu SC, Yang JC, Parkes-Ratanshi R, Brayne C. Health financing for universal health coverage in Sub-Saharan Africa: a systematic review. Glob Health Res Policy 2021; 6:8. [PMID: 33641673 PMCID: PMC7916997 DOI: 10.1186/s41256-021-00190-7] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 02/02/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Universal health coverage (UHC) embedded within the United Nations Sustainable Development Goals, is defined by the World Health Organization as all individuals having access to required health services, of sufficient quality, without suffering financial hardship. Effective strategies for financing healthcare are critical in achieving this goal yet remain a challenge in Sub-Saharan Africa (SSA). This systematic review aims to determine reported health financing mechanisms in SSA within the published literature and summarize potential learnings. METHODS A systematic review was conducted aligned with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guidelines. On 19 to 30 July 2019, MEDLINE, EMBASE, Web of Science, Global Health Database, the Cochrane Library, Scopus and JSTOR were searched for literature published from 2005. Studies describing health financing approaches for UHC in SSA were included. Evidence was synthesised in form of a table and thematic analysis. RESULTS Of all records, 39 papers were selected for inclusion. Among the included studies, most studies were conducted in Kenya (n = 7), followed by SSA as a whole (n = 6) and Nigeria (n = 5). More than two thirds of the selected studies reported the importance of equitable national health insurance schemes for UHC. The results indicate that a majority of health care revenue in SSA is from direct out-of-pocket payments. Another common financing mechanism was donor funding, which was reported by most of the studies. The average quality score of all studies was 81.6%, indicating a high appraisal score. The interrater reliability Cohen's kappa score, κ=0.43 (p = 0.002), which showed a moderate level of agreement. CONCLUSIONS Appropriate health financing strategies that safeguard financial risk protection underpin sustainable health services and the attainment of UHC. It is evident from the review that innovative health financing strategies in SSA are needed. Some limitations of this review include potentially skewed interpretations due to publication bias and a higher frequency of publications included from two countries in SSA. Establishing evidence-based and multi-sectoral strategies tailored to country contexts remains imperative.
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Affiliation(s)
- Susan C. Ifeagwu
- Department of Public Health and Primary Care, Cambridge Public Health, University of Cambridge, Cambridge, UK
| | - Justin C. Yang
- Department of Epidemiology and Applied Clinical Research, Division of Psychiatry, Faculty of Brain Sciences, University College London, London, UK
| | - Rosalind Parkes-Ratanshi
- Department of Public Health and Primary Care, Cambridge Public Health, University of Cambridge, Cambridge, UK
- Infectious Diseases Institute, Makerere University College of Health Sciences, Kampala, Uganda
| | - Carol Brayne
- Department of Public Health and Primary Care, Cambridge Public Health, University of Cambridge, Cambridge, UK
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Impact of voluntary community-based health insurance on child stunting: Evidence from rural Uganda. Soc Sci Med 2019; 245:112738. [PMID: 31855728 DOI: 10.1016/j.socscimed.2019.112738] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 12/12/2019] [Accepted: 12/13/2019] [Indexed: 01/07/2023]
Abstract
While community-based health insurance increasingly becomes part of the health financing landscape in developing countries, there is still limited research about its impacts on health outcomes. Using cross-sectional data from rural south-western Uganda, we apply a two-stage residual inclusion instrumental variables method to study the impact of insurance participation on child stunting in under-five children. We find that one year of a household's participation in community-based health insurance was associated with a 4.3 percentage point less probability of stunting. Children of two years or less dominated the effect but there were also statistically significant benefits of enrolling in insurance after a child's birth. The expansion of community-based health insurance might have more dividends to improving health, in addition to financial protection and service utilisation in rural developing countries.
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Standardization of medical service indicators: A useful technique for hospital administration. PLoS One 2018; 13:e0207214. [PMID: 30485302 PMCID: PMC6261548 DOI: 10.1371/journal.pone.0207214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 10/26/2018] [Indexed: 12/03/2022] Open
Abstract
Background Many comparability problems appear in the process of the performance assessment of medical service. When comparing medical evaluation indicators across hospitals, or even within the same hospital, over time, the differences in the population composition such as types of diseases, comorbidities, demographic characteristics should be taken into account. This study aims to introduce a standardization technique for medical service indicators and provide a new insight on the comparability of medical data. Methods The medical records of 142592 inpatient from three hospitals in 2017 were included in this study. Chi-square and Kruskal-Wallis tests were used to explore the compositions of confounding factors among populations. The procedure of stratified standardization technique was applied to compare the differences of the average length of stay and the average hospitalization expense among three hospitals. Results Age, gender, comorbidity, and principal diagnoses category were considered as confounding factors. After correcting all factors, the average length of stay of hospital A and C were increased by 0.21 and 1.20 days, respectively, while that of hospital B was reduced by 1.54 days. The average hospitalization expenses of hospital A and C were increased by 1494 and 660 Yuan, whilst that of hospital B was decreased by 810 Yuan. Conclusions Standardization method will be helpful to improve the comparability of medical service indicators in hospital administration. It could be a practical technique and worthy of promotion.
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