Effect of community based health insurance on healthcare services utilization in Ethiopia: a systematic review and meta-analysis.

BACKGROUND: Community based health insurance (CBHI) is characterized by voluntary involvement, pooling of health risks and of funds occur within a community. It is becoming increasingly popular way to increase the use of healthcare services in low- and middle-income nations. Understanding the effect of CBHI on the level of health services utilization is a paramount for evidence based decision making. Hence, this study aimed to estimate the pooled effect of CBHI on health services utilization in Ethiopia. METHODS: Studies were searched from PubMed, Google scholar, Web of Science, Research4life, Science Direct, African Journal Online and national websites for grey literatures. We were adhered to the PRISMA guidelines. Cross sectional and quasi experimental studies were included. Studies were screened, and critically appraised for quality using Joanna Briggs Institute Critical Appraisal tools. The data were extracted using Microsoft excel and exported to STATA 17 and RevMan 5.4.1 for further analysis. Heterogeneity between studies was assessed using Cochran's Q statistic and quantified with I2. A random-effects model was used to estimate the pooled effect size. Subgroup analysis was done to show variations of the effect sizes across study years. RESULT: A total of 1501 studies were identified, out of which only 14 of them were included in the final meta-analysis. Health services utilization among CBHI members and non-members was 69.1% [95%CI (57.1-81.1%)] versus 50.9% [95%CI (40.6-61.3%)] respectively (difference in the effect was 18.2%). The CBHI members were nearly three folds more likely to utilize health services as compared with their counterparts [OR = 2.54, 95%CI: (1.81, 3.57). On average, CBHI users had 1.14 increased health facility visits as compared to non-insured, mean difference (MD) = 1.14 visits with 95% CI (0.65-1.63). CONCLUSION: The CBHI has a significantly increased health service utilization in Ethiopia. Hence, it will have a great contribution to meet the health for all agenda in resource limited countries.

Experiences of membership in munno mubulwadde (your friend indeed) - a novel community-based health insurance scheme in Luwero district in rural central Uganda.

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.

Enrollment and clients' satisfaction with a community-based health insurance scheme: a community-based survey in Northwest Ethiopia.

BACKGROUND: Although the Ethiopian government has implemented a community-based health insurance (CBHI) program, community enrollment and clients' satisfaction have not been well investigated in Gondar Zuria district, Northwest Ethiopia. This study assessed CBHI scheme enrollment, clients' satisfaction, and associated factors among households in the district. METHODS: A community-based cross-sectional survey assessed CBHI scheme enrollment and clients' satisfaction among households in Gondar Zuria district, Northwest Ethiopia, from May to June 2022. A systematic random sampling method was used to select the study participants from eligible households. A home-to-home interview using a structured questionnaire was conducted. Data were analysed using the statistical packages for social sciences version 26. Logistic regression was used to identify variables associated with enrollment and clients' satisfaction. A p-value < 0.05 was considered statistically significant. RESULTS: Out of 410 participants, around two-thirds (64.9%) of the participants were enrolled in the CBHI scheme. Residency status (AOR = 1.38, 95% CI: 1.02-5.32; p = 0.038), time taken to reach a health facility (AOR = 1.01, 95% CI: 1.00-1.02; p = 0.001), and household size (AOR = 0.77, 95% CI: 0.67-0.88; p < 0.001) were significantly associated with CBHI scheme enrollment. Two-thirds (66.5%) of enrolled households were dissatisfied with the overall services provided; in particular, higher proportions were dissatisfied with the availability of medication and laboratory tests (88.7%). Household size (AOR = 1.31, 95% CI: 1.01-2.24; p = 0.043) and waiting time to get healthcare services (AOR = 3.14, 95% CI: 1.01-9.97; p = 0.047) were predictors of clients' satisfaction with the CBHI scheme services. CONCLUSION: Although a promisingly high proportion of households were enrolled in the CBHI scheme, most of them were dissatisfied with the service. Improving waiting times to get health services, improving the availability of medications and laboratory tests, and other factors should be encouraged.

Determinants of trust in healthcare facilities among community-based health insurance members in the Manna district of Ethiopia.

BACKGROUND: Low-income countries, including Ethiopia, face substantial challenges in financing healthcare services to achieve universal health coverage. Consequently, millions of people suffer and die from health-related conditions. These can be efficiently managed in areas where community-based health insurance (CBHI) is properly implemented and communities have strong trust in healthcare facilities. However, the determinants of community trust in healthcare facilities have been under-researched in Ethiopia. OBJECTIVE: To assess the determinants of trust in healthcare facilities among community-based health insurance members in the Manna District of Ethiopia. METHODS: A community-based cross-sectional study was conducted from March 01 to 30, 2020 among 634 household heads. A multistage sampling technique was used to recruit the study participants. A structured interviewer-administered questionnaire was used to collect the data. Descriptive statistics were computed as necessary. Multivariable linear regression analyses were performed, and variables with a p-value < 0.05 were considered to have a significant association with households' trust in healthcare facilities. RESULTS: In total, 617 households were included in the study, with a response rate of 97.0%. Household age (ß=0.01, 95% CI:0.001, 0.0013), satisfaction with past health services (ß=0.13, 95% CI:0.05, 0.22), perceived quality of services (ß= -0.47, 95% CI: -0.64, -0.29), perceived provider's attitude towards CBHI members (ß = -0.68, 95% CI: -0.88, -0.49), and waiting time (ß= -0.002, 95% CI:- 0.003, -0.001) were determinants of trust in healthcare facilities. CONCLUSION: This study showed that respondents' satisfaction with past experiences, older household age, long waiting time, perceived poor quality of services, and perceived unfavorable attitudes of providers towards CBHI members were found to be determinants of trust in healthcare facilities. Thus, there is a need to improve the quality of health services, care providers' attitudes, and clients' satisfaction by reducing waiting time in order to increase clients' trust in healthcare facilities.

Dropout rate and associated factors of community-based health insurance beneficiaries in Ethiopia: a systematic review and meta-analysis.

BACKGROUND: Ethiopia aims to achieve universal healthcare using health insurance. To do so, it has been implementing community-based health insurance since 2011. However, the retention of members by the scheme has not yet been evaluated nationally. The systematic review and meta-analysis aimed to evaluate the dropout rate and associated factors among the scheme's beneficiaries in Ethiopia. METHODS: On December 19, 2022, searches were conducted in Scopus, Hinari, PubMed, Semantic Scholar, and Google Scholar. Searches were also conducted on the general web and electronic repositories, including the Ethiopian Health Insurance Service, the International Institute for Primary Health Care-Ethiopia, and various higher education institutions. The Joanna Briggs Institute's tools and the "preferred reporting items for systematic reviews and meta-analyses 2020 statement" were used to evaluate bias and frame the review, respectively. Data were analyzed using Stata 17 and RevMan 5. To assess heterogeneity, we conducted subgroup analysis and used a random model to calculate odds ratios with a p value less than 0.05 and a 95% CI. RESULTS: In total, 14 articles were included in the qualitative synthesis, of which 12 were selected for the quantitative analysis. The pooled estimate revealed that the dropout rate of beneficiaries from the scheme was 34.0% (95% CI: 23-44%), provided that the renewal rate was 66.0%, and was found to be influenced by socio-demographic, health status, length of enrolment, knowledge, attitude, the scheme, and health service-related variables. The southern and Oromia regions reported the lowest and highest dropout rates, with 27.0% (95% CI: 24-29%) and 48.0% (95% CI: 18-78%), respectively. The dropout rates increased from 12.3% in 2012-2015 to 34.4% in 2020-2021. CONCLUSION: More than one-third of the scheme's beneficiaries were found to have dropped out, and this has been found to increase over time, dictating that a community-based strategy and intervention, from the supply, insurer, and demand sides, seem indispensable in minimizing this huge dropout rate.

The impact of community-based health insurance on health service utilization and financial risk protection in Ethiopia.

BACKGROUND: Evidence on the effectiveness of community-based health insurance (CBHI) in low-income countries is inconclusive. This study assessed the impact of CBHI on health service utilization and financial risk protection in Ethiopia. METHODS: We conducted a comparative cross-sectional study nested within a larger national household survey in 2020. Data was collected from three groups of households-CBHI member households (n = 1586), non-member households from CBHI implementing woredas (n = 1863), and non-member households from non-CBHI implementing woredas (n = 789). Indicators of health service utilization, out-of-pocket health spending, catastrophic health expenditure, and impoverishment due to health spending among CBHI members were compared with non-members from CBHI implementing woredas and households from non-CBHI implementing woredas. Propensity score matching (PSM) was used to account for possible selection bias. RESULTS: The annual number of OPD visits per capita among CBHI member households was 2.09, compared to 1.53 among non-member households from CBHI woredas and 1.75 among households from non-CBHI woredas. PSM estimates indicated that CBHI members had 0.36 (95% CI: 0.25, 0.44) and 0.17 (95% CI: -0.04, 0.19) more outpatient department (OPD) visits per capita per year than their matched non-member households from CBHI-implementing and non-CBHI implementing woredas, respectively. CBHI membership resulted in a 28-43% reduction in annual OOP payments as compared to non-member households. CBHI member households were significantly less likely to incur catastrophic health expenditures (measured as annual OOP payments of more than 10% of the household's total expenditure) compared to non-members (p < 0.01). CONCLUSION: CBHI membership increases health service utilization and financial protection. CBHI proves to be an important strategy for promoting universal health coverage. Implementing CBHI in all woredas and increasing membership among households in woredas that are already implementing CBHI will further expand its benefits.

Impact of community-based health insurance on health services utilisation among vulnerable households in Amhara region, Ethiopia.

BACKGROUND: Ethiopia piloted community-based health insurance in 2011, and as of 2019, the programme was operating in 770 districts nationwide, covering approximately 7 million households. Enrolment in participating districts reached 50%, holding promise to achieve the goal of Universal Health Coverage in the country. Despite the government's efforts to expand community-based health insurance to all districts, evidence is lacking on how enrolment in the programme nudges health seeking behaviour among the most vulnerable rural households. This study aims to examine the effect of community-based health insurance enrolment among the most vulnerable and extremely poor households participating in Ethiopia's Productive Safety Net Programme on the utilisation of healthcare services in the Amhara region. METHODS: Data for this study came from Amhara pilot integrated safety net programme baseline survey in Ethiopia and were collected between December 2018 and February 2019 from 5,398 households. We used propensity score matching method to estimate the impacts of enrolment in community-based health insurance on outpatient, maternal, and child preventive and curative healthcare services utilisation. RESULTS: Results show that membership in community-based health insurance increases the probabilities of visiting health facilities for curative care in the past month by 8.2 percentage points (95% CI 5.3 to 11.1), seeking care from a health professional by 8.4 percentage points (95% CI 5.5 to 11.3), and visiting a health facility to seek any medical assistance for illness and check-ups in the past 12 months by 13.9 percentage points (95% CI 10.5 to 17.4). Insurance also increases the annual household per capita health facility visits by 0.84 (95% CI 0.64 to 1.04). However, we find no significant effects of community-based health insurance membership on utilisation of maternal and child healthcare services. CONCLUSIONS: Findings that community-based health insurance increased outpatient services utilisation implies that it could also contribute towards universal health coverage and health equity in rural and informal sectors. The absence of significant effects on maternal and child healthcare services may be due to the free availability of such services for everyone at the public health facilities, regardless of insurance membership. Outpatient services use among insured households is still not universal, and understanding of the barriers to use, including supply-side constraints, will help improve universal health coverage.

Determinants of willingness to pay for community-based health insurance scheme among households in rural community of southern Ethiopia.

BACKGROUND: Community-based health insurance programs are being acknowledged as effective strategies to attain universal health coverage and mitigate the financial catastrophic shock of the community. Even though Ethiopia has been focusing on the implementation and expansion of a community-based health insurance (CBHI) program since 2011, only a small number of people are enrolled, which might be attributed to a lack of willingness towards the program. The purpose of this study is to determine the willingness to pay for community-based health insurance and associated factors among households in the rural community of Gombora District, Hadiya Zone, southern Ethiopia. METHODS: Using the multistage systematic random sampling technique, a sample of 421 households was chosen for a community-based cross-sectional study. The desired information was gathered using a pre-tested, structured, interviewer-administered questionnaire. The data was entered using Epi-Data V3.1 and exported to SPSS version 24.0 for statistical analysis. Bivariable and multivariable logistic regression analyses were performed to determine the variables associated with the willingness to pay for community-based health insurance. RESULTS: The study showed that 67.1% of respondents expressed a willingness to pay for community-based health insurance. The mean amount of money they are willing to pay for the scheme is 178.41 (± 57.21) Ethiopian Birr (ETB), or 6.43 (± 2.06) USD per household per annum in 2020. Based on multiple logistic regression analysis, belonging to Rich household compared to poor (AOR: 2.78, 95% CI: 1.54, 5.03), having a household head who can read and write (AOR: 2.90, 95% CI: 1.39, 6.05), family size greater than five (AOR: 1.76, 95% CI: 1.06, 2.92), indigenous community insurance (iddir) participation (AOR: 2.83, 95% CI: 1.61, 4.96), and the presence of chronic illness (AOR: 1.94, 95% CI: 1.21, 3.12), were significantly associated with the willingness to pay for a CBHI scheme. CONCLUSION: Households' willingness to pay for a CBHI scheme was found to be significantly influenced by poor household wealth status, household heads who cannot read and write, households with less than or equal to five family members, households who participate in greater or equal to two indigenous community insurance participations, and the absence of chronic illness within the household. Therefore, factors affecting households' willingness to pay should be considered and massive community mobilization needs to be done to strengthen and increase household membership during the implementation of the CBHI scheme, especially in rural areas.

Effect of community-based health insurance on catastrophic health expenditure among chronic disease patients in Asella referral hospital, Southeast Ethiopia: a comparative cross-sectional study.

BACKGROUND: Chronic disease-related catastrophic health spending is frequent in Ethiopia affecting several households, particularly the poorest ones. A community-based health insurance (CBHI) scheme has been in place in Ethiopia since 2011. The scheme aims to provide financial protection against health expenditure but there is little evidence of how well it protects chronic patients financially. OBJECTIVE: The objective of the study was to evaluate the effect of community-based health insurance in reducing the incidence of catastrophic health expenditure among patients attending chronic disease follow-up departments in Asella referral hospital, Southeast Ethiopia. METHOD: A health facility-based comparative cross-sectional study was conducted in Asella referral hospital from March 2022 to May 2022. Systematic random sampling was used to select 325 chronic patients. Data were collected using an open data kit (ODK) collect app and then imported to STATA version 16 for analysis. Propensity score matching was used to evaluate the effect of community-based health insurance on catastrophic health expenditure. RESULT: The study enrolled a total of 325 chronic patients (157 insurance members and 168 nonmembers). More than 30% of the study participants incurred health spending that could be catastrophic based on the 15% nonfood threshold. Catastrophic health expenditure was found in 31% of insured and 47% of uninsured participants. Overshoot and mean positive overshoot were 10% and 33% for insured members, respectively and the corresponding figures were 18% and 39% for nonmembers. Community-based health insurance contributes to a 19% ((ATT = -0.19, t = -2.97)) reduction in the incidence of catastrophic health expenditure among chronic patients. This result is found to be consistent for alternative measurements of the outcome variable and the use of alternative matching algorithms. CONCLUSION: Chronic patients, particularly those in uninsured households, had a high incidence and intensity of catastrophic health expenditure. Hence, it is relevant to expand community-based health insurance to provide financial protection for people suffering from chronic conditions.

Family Circle and Willingness to Subscribe to Community-based Health Insurance (CBHI) for the Elderly in a Rural Community in South-South Nigeria.

BACKGROUND: The older people in most rural communities depend on family members to provide resources for their healthcare. However, such payments for health services are mostly out of pocket. In trying to protect the health of elderly persons who by nature are prone to high morbidity, other younger family members may be contacted for financial support for their healthcare through contributions to the Community based Health Insurance (CBHI). This study assessed the willingness of the significant other in the family to subscribe to the CBHI for the elderly person within the family. METHODS: A cross-sectional survey was used to study 358 elderly people, and their significant other (identified by using the family circle tool). The respondents were selected by a multistage sampling technique from nine clusters of villages within the community. The data were generated with an interviewer-administered semi-structured questionnaire. For the significant other that lived outside the community phone call was used for the interview. Descriptive and inferential analyses were done using SPSS 22. RESULTS: Majority of the significant others (97.8%) were aged less than 60 years and mostly female (67.9%) and had attained the tertiary level of education (75.4%). Most of the significant others were civil servants (83.0%); 94.7% were Christians; 87.4% were married, and 83.2% lived in urban locations. Only 7.5% were aware of CBHI and 56.7% were willing to buy N10,000 (naira) subscriptions for CBHI. Socio-demographic characteristics that were significantly associated with willingness to subscribe for CBHI were age < 60 years (p=0.040), tertiary education (p<0.001), occupation (p<0.001), religion (p=0.008), marital status (p<0.001), place of residence (p<0.001) and monthly income (p<0.001). CONCLUSION: There is a need to create awareness of CBHI in communities, as the majority of the significant others identified in this study were ready to subscribe to CBHI for the elderly members of their families at a convenient cost.

CONTEXTE: Dans la plupart des communautés rurales, les personnes âgées dépendent des membres de leur famille pour financer leurs soins de santé. Cependant, ces paiements pour les services de santé se font le plus souvent de leur poche. En essayant de protéger la santé des personnes âgées qui, par nature, sont sujettes à une morbidité élevée, d'autres membres plus jeunes de la famille peuvent être contactés pour obtenir un soutien financier pour leurs soins de santé par le biais d'une contribution à l'assurance maladie communautaire (CBHI). Cette étude a évalué la volonté de l'autre membre de la famille de souscrire à l'assurance maladie communautaire pour la personne âgée de la famille. MÉTHODES: Une enquête transversale a été menée auprès de 358 personnes âgées et de leur proche (identifié à l'aide de l'outil du cercle familial). Les personnes interrogées ont été sélectionnées par une technique d'échantillonnage à plusieurs degrés dans neuf groupes de villages au sein de la communauté. Les données ont été générées à l'aide d'un questionnaire semi-structuré administré par un enquêteur. Pour la personne significative qui vivait en dehors de la communauté, un appel téléphonique a été utilisé pour l'entretien. Les analyses descriptives et inférentielles ont été effectuées à l'aide de SPSS 22. RÉSULTATS: La majorité des personnes interrogées (97,8 %) étaient âgées de moins de 60 ans, principalement des femmes (67,9 %) et avaient atteint un niveau d'éducation supérieur (75,4 %). La plupart des personnes interrogées étaient des fonctionnaires (83 %), 94,7 % étaient chrétiennes, 87,4 % étaient mariées et 83,2 % vivaient en milieu urbain. Seuls 7,5 % connaissaient l'existence de la CBHI et 56,7 % étaient prêts à souscrire un abonnement de 10 000Naira pour la CBHI. Les caractéristiques sociodémographiques significativement associées à la volonté de souscrire un abonnement à la CBHI étaient l'âge < 60 ans (p=0,040), l'enseignement supérieur (p<0,001), la profession (p<0,001), la religion (p=0,008), la situation matrimoniale (p<0,001), le lieu de résidence (p<0,001) et le revenu mensuel (p<0,001). CONCLUSION: Il est nécessaire de sensibiliser les communautés à l'initiative CBHI, car la majorité des proches identifiés dans cette étude étaient prêts à souscrire à l'initiative CBHI pour les membres âgés de leur famille à un coût raisonnable. Mots-clés: Cercle familial, Volonté, Assurance maladie communautaire, Personnes âgées, Communauté rurale.

Willingness to enroll and pay for community-based health insurance, decision motives, and associated factors among rural households in Enugu State, Southeast Nigeria.

Background: Over 70% of Nigeria's population is poor and rural, and most lack financial risk protection against ill health. Community-based health insurance (CBHI) may be an essential intervention strategy for ensuring that quality healthcare reaches the informal and rural populations. Aim: This article explores the willingness to enroll (WTE) and willingness to pay (WTP) for CBHI by community members, their decision considerations, and associated factors in Enugu State, Nigeria. Materials and Methods: We adopted a cross-sectional survey design with a multi-stage sampling approach. A validated and pre-tested questionnaire was used to elicit information from the respondents. WTE and WTP for CBHI was determined using the bid contingent valuation method. A test of correlation/association (Chi-square and ordinary least square regression) was conducted to ascertain the relationship between WTP for CBHI and other variables at a 95% confidence interval. The socioeconomic status index was generated using principal component analysis. A test of association was conducted between the demographic characteristics and WTE and WTP variables. Key Findings: A total of 501 household heads or their representatives were included in the study which yielded a return rate of 98.2%. The finding showed that most (92.4%) of the respondents indicated a WTE in CBHI. 86.6% indicated a willingness to pay cash for CBHI, while 84.4% indicated a willingness to pay other household members for CBHI. There was a significant association between gender, marital status, education, location, and willingness to pay. The study shows that 81.6% of the respondent stated that qualified staff availability motivates their WTE/WTP for CBHI, while 78.1% would be willing to enroll and pay for CBHI if services were provided free, and 324 (74.6%) stated that proximity to a health facility would encourage them to enroll and pay for the CBHI. Conclusion: This community demand analysis shows that rural and peri-urban community members are open to using a contributory mechanism for their health care, raising the prospect of establishing CBHI. To achieve universal health coverage, policy measures need to be taken to promote participation, provide financial and non-financial incentives and ensure that the service delivery mechanism is affordable and accessible. Further studies are needed to explore ways to encourage participation and enrollment in CBHI and other contributory schemes among under-served populations and improve access to and utilization of healthcare services.

Continued adherence to community-based health insurance scheme in two districts of northeast Ethiopia: application of accelerated failure time shared frailty models.

BACKGROUND: The sustainability of a voluntary community-based health insurance scheme depends to a greater extent on its ability to retain members. In low- and middle-income countries, high rate of member dropout has been a great concern for such schemes. Although several studies have investigated the factors influencing dropout decisions, none of these looked into how long and why members adhere to the scheme. The purpose of this study was to determine the factors affecting time to drop out while accounting for the influence of cluster-level variables. METHODS: A community-based cross-sectional study was conducted among 1232 rural households who have ever been enrolled in two community-based health insurance schemes. Data were collected using an interviewer-administered questionnaire via a mobile data collection platform. The Kaplan-Meier estimates were used to compare the time to drop out among subgroups. To identify predictors of time to drop out, a multivariable analysis was done using the accelerated failure time shared frailty models. The degree of association was assessed using the acceleration factor (δ) and statistical significance was determined at 95% confidence interval. RESULTS: Results of the multivariable analysis revealed that marital status of the respondents (δ = 1.610; 95% CI: 1.216, 2.130), household size (δ = 1.168; 95% CI: 1.013, 1.346), presence of chronic illness (δ = 1.424; 95% CI: 1.165, 1.740), hospitalization history (δ = 1.306; 95% CI: 1.118, 1.527), higher perceived quality of care (δ = 1.322; 95% CI: 1.100, 1.587), perceived risk protection (δ = 1.218; 95% CI: 1.027, 1.444), and higher trust in the scheme (δ = 1.731; 95% CI: 1.428, 2.098) were significant predictors of time to drop out. Contrary to the literature, wealth status did not show a significant correlation with the time to drop out. CONCLUSIONS: The fact that larger households and those with chronic illness remained longer in the scheme is suggestive of adverse selection. It is needed to reconsider the premium level in line with household size to attract small size households. Resolving problems related to the quality of health care can be a cross-cutting area of ​​intervention to retain members by building trust in the scheme and enhancing the risk protection ability of the schemes.

Spatial distribution and associated factors of community based health insurance coverage in Ethiopia: further analysis of Ethiopian demography and health survey, 2019.

BACKGROUND: Community-Based Health Insurance is an emerging concept for providing financial protection against the cost of illness and improving access to quality health services for low-income households excluded from formal insurance and taken as a soft option by many countries. Therefore, exploring the spatial distribution of health insurance is crucial to prioritizing and designing targeted intervention policies in the country. METHODS: A total of 8,663 households aged 15-95 years old were included in this study. The Bernoulli model was used by applying Kulldorff methods using the SaTScan software to analyze the purely spatial clusters of community based health insurance. ArcGIS version 10.3 was used to visualize the distribution of community-based health insurance coverage across the country. Mixed-effect logistic regression analysis was also used to identify predictors of community-based health insurance coverage. RESULTS: Community based health insurance coverage among households had spatial variations across the country by regions (Moran's I: 0.252, p < 0.0001). Community based health insurance in Amhara (p < 0.0001) and Tigray (p < 0.0001) regions clustered spatially. Age from 15-29 and 30-39 years (Adjusted Odds Ratio 0.46(AOR = 0.46, CI: 0.36,0.60) and 0.77(AOR = 0.77, CI: 0.63,0.96), primary education level 1.57(AOR = 1.57, CI: 1.15,2.15), wealth index of middle and richer (1.71(AOR = 1.71, CI: 1.30,2.24) and 1.79(AOR = 1.79, CI: 1.34,2.41), family size > 5, 0.82(AOR = 0.82, CI: 0.69,0.96),respectively and regions Afar, Oromia, Somali, Benishangul Gumuz, SNNPR, Gambella, Harari, Addis Ababa and Dire Dawa was 0.002(AOR = 0.002, CI: 0.006,0.04), 0.11(AOR = 0.11, CI: 0.06,0.21) 0.02(AOR = 0.02, CI: 0.007,0.04), 0.04(AOR = 0.04, CI: 0.02,0.08), 0.09(AOR = 0.09, CI: 0.05,0.18),0.004(AOR = 0.004,CI:0.02,0.08),0.06(AOR = 0.06,CI:0.03,0.14), 0.07(AOR = 0.07, CI: 0.03,0.16) and 0.03(AOR = 0.03, CI: 0.02,0.07) times less likely utilize community based health insurance than the Amhara region respectively in Ethiopia. CONCLUSION: Community based health insurance coverage among households in Ethiopia was found very low still. The government needs to develop consistent financial and technical support and create awareness for regions with lower health insurance coverage.

"Magnitude of community-based health insurance utilization and associated factors in Bassona Worena District, North Shoa Zone, Ethiopia: a community-based cross-sectional study".

INTRODUCTION: The health insurance system has been proven to offer effective and efficient health care for the community, particularly community-based health insurance is expected to ensure health care access for people with low economic status and vulnerable groups. Despite the significance of evidence-based systems and implementation, there is a limited report about the magnitude of CBHI utilization. Therefore, this study was done to assess factors associated with community-based health insurance utilization in Basona Worena District, North Shewa Zone, Ethiopia. METHOD: A community-based cross-sectional study was employed. We have included 530 households from 6 randomly selected kebeles. The data was entered using Epi-Data V 3.1 and exported to SPSS version 20.0 for statistical analysis. Bi-variable and multivariable logistic regression analyses were computed to determine factors associated with community-based health insurance utilization. RESULT: The study finding shows that 58.6% of the respondents were members of community-based health insurance. Respondents who had primary and secondary education levels were 2 times more likely to be members than those who had no formal education. As compared to those who had awareness, respondents who had no awareness about CBHI were 0.27 times less likely to be insured. Respondents who did not experience illness were 0.27 times less likely to be members than respondents who experienced illness. CONCLUSION: Educational status, awareness about CBHI, perception of CBHI scheme and illness experience of family influence CBHI utilization. There is a need to strengthen awareness creation to improve the CBHI utilization.

Does community-based health insurance protect women from financial catastrophe after cesarean section? A prospective study from a rural hospital in Rwanda.

BACKGROUND: The implementation of community-based health insurance in (CBHI) in Rwanda has reduced out of pocket (OOP) spending for the > 79% of citizens who enroll in it but the effect for surgical patients is not well described. For all but the poorest citizens who are completely subsidized, the OOP (out of pocket) payment at time of service is 10%. However, 55.5% of the population is below the international poverty line meaning that even this copay can have a significant impact on a family's financial health. The aim of this study was to estimate the burden of OOP payments for cesarean sections in the context of CBHI and determine if having it reduces catastrophic health expenditure (CHE). METHODS: This study is nested in a larger randomized controlled trial of women undergoing cesarean section at a district hospital in Rwanda. Eligible patients were surveyed at discharge to quantify household income and routine monthly expenditures and direct and indirect spending related to the hospitalization. This was used in conjunction with hospital billing records to calculate the rate of catastrophic expenditure by insurance group. RESULTS: About 94% of the 340 women met the World Bank definition of extreme poverty. Of the 330 (97.1%) with any type of health insurance, the majority (n = 310, 91.2%) have CBHI. The average OOP expenditure for a cesarean section and hospitalization was $9.36. The average cost adding transportation to the hospital was $19.29. 164 (48.2%) had to borrow money and 43 (12.7%) had to sell possessions. The hospital bill alone was a CHE for 5.3% of patients. However, when including transportation costs, 15.4% incurred a CHE and including lost wages, 22.6%. CONCLUSION: To ensure universal health coverage (UHC), essential surgical care must be affordable. Despite enrollment in universal health insurance, cesarean section still impoverishes households in rural Rwanda, the majority of whom already lie below the poverty line. Although CBHI protects against CHE from the cost of healthcare, when adding in the cost of transportation, lost wages and caregivers, cesarean section is still often a catastrophic financial event. Further innovation in financial risk protection is needed to provide equitable UHC.

Scaling up community-based health insurance in Ethiopia: a qualitative study of the benefits and challenges.

BACKGROUND: Ethiopia has achieved impressive improvements in health outcomes and economic growth in the last decade but its total health spending is among the lowest in Africa. Ethiopia launched a Community-Based Health Insurance (CBHI) scheme in 2011 with a vision of reaching 80% of districts and 80% of its population by 2020. This study aimed to identify early achievements in scaling up CBHI and the challenges of such scale-up. METHODS: We interviewed 18 stakeholders working on health financing and health insurance in Ethiopia, using a semi-structured interview guide. All interviews were conducted in English and transcribed for analysis. We performed direct content analysis of the interview transcripts to identify key informants' views on the achievements of, and challenges in, the scale-up of CBHI. RESULTS: Implementation of CBHI in Ethiopia took advantage of two key "policy windows"-global efforts towards universal health coverage and domestic resource mobilization to prepare countries for their transition away from donor assistance for health. CBHI received strong political support and early pilots helped to inform the process of scaling up the scheme. CBHI has helped to mobilize community engagement and resources, improve access to and use of health services, provide financial protection, and empower women. CONCLUSION: Gradually increasing risk pooling would improve the financial sustainability of CBHI. Improving health service quality and the availability of medicines should be the priority to increase and sustain population coverage. Engaging different stakeholders, including healthcare providers, lower level policy makers, and the private sector, would mobilize more resources for the development of CBHI. Training for operational staff and a strong health information system would improve the implementation of CBHI and provide evidence to inform better decision-making.

Implementation barriers and remedial strategies for community-based health insurance in Bangladesh: insights from national stakeholders.

BACKGROUND: Community-based health insurance (CBHI) is a part of the health system in Bangladesh, and overcoming the obstacles of CBHI is a significant policy concern that has received little attention. The purpose of this study is to analyze the implementation barriers of voluntary CBHI schemes in Bangladesh and the strategies to overcome these barriers from the perspective of national stakeholders. METHODS: This study is exploratory qualitative research, specifically case study design, using key informant interviews to investigate the barriers of CBHI that are faced during the implementation. Using a topic guide, we conducted thirteen semi-structured in-depth interviews with key stakeholders directly involved in the CBHI implementation process. The data were analyzed using the Framework analysis method. RESULTS: The implementation of CBHI schemes in Bangladesh is being constrained by several issues, including inadequate population coverage, adverse selection and moral hazard, lack of knowledge about health insurance principles, a lack of external assistance, and insufficient medical supplies. Door-to-door visits by local community-health workers, as well as regular promotional and educational campaigns involving community influencers, were suggested by stakeholders as ways to educate and encourage people to join the schemes. Stakeholders emphasized the necessity of external assistance and the design of a comprehensive benefits package to attract more people. They also recommended adopting a public-private partnership with a belief that collaboration among the government, microfinance institutions, and cooperative societies will enhance trust and population coverage in Bangladesh. CONCLUSIONS: Our research concludes that systematically addressing implementation barriers by including key stakeholders would be a significant reform to the CBHI model, and could serve as a foundation for the planned national health protection scheme for Bangladesh leading to universal health coverage.

Willingness to pay for community based health insurance scheme and factors associated with it among households in rural community of South West Shoa Zone, Ethiopia.

BACKGROUND: Out-of-pocket payments are the major significant barrier in achieving universal health coverage, particularly in developing countries' rural communities. In 2011, the Ethiopian government launched a pilot community-based health insurance (CBHI) scheme with the goal of increasing access to modern health care services and providing financial security to households in the informal sector and rural areas. The main objective of this study is to estimate willingness to pay (WTP) for CBHI scheme and factors that influence it among rural households in the South West Shoa Zone. METHODS: A household-level cross-sectional study was conducted to examine the WTP for the CBHI scheme and factors associated with it in rural communities of South West Shoa Zone. The study used a sample of 400 rural households. Systematic random sampling was employed during household selection, and double-bounded contingent valuation method was used to estimate WTP for the CBHI scheme. RESULTS: About 65 percent of the households are willing to pay for CBHI scheme. Moreover, the study found that the households were willing to pay 255.55 Birr per year on average. The result of the study also revealed that amount of bid, household income, family size, household head's education, household health status, membership to community-based health insurance scheme, membership in any association, and awareness about the scheme are factors that are significantly associated with WTP for the scheme. CONCLUSIONS: Households are willing to pay a higher price than the policy price. Therefore, setting a new premium that reflects households' willingness to pay is highly valuable to policymakers. Social capital and awareness about CBHI scheme play an important role in influencing WTP. Thus, the study suggests that local communities need to strengthen their social cohesion and solidarity. It is also necessary to create awareness about the CBHI's benefits.

Financial viability of a community-based health insurance scheme in two districts of northeast Ethiopia: a mixed methods study.

BACKGROUND: Community-based health insurance initiatives in low- and middle-income countries encountered a number of sustainability challenges due to their voluntary nature, small risk pools, and low revenue. In Ethiopia, the schemes' financial viability has not been well investigated so far. This study examined the scheme's financial viability and explored underlying challenges from the perspectives of various key stakeholders. METHODS: This study employed a mixed methods case study in two purposively selected districts of northeast Ethiopia. By reviewing financial reports of health insurance schemes, quantitative data were collected over a seven years period from 2014 to 2020 to examine trends in financial status. Trends for each financial indicator were analyzed descriptively for the period under review. Interviews were conducted face-to-face with nine community members and 19 key informants. We used the maximum variation technique to select the study participants. Interviews were audio recorded, transcribed verbatim, and translated into English. Thematic analysis was applied with both inductive and deductive coding methods. RESULTS: Both schemes experienced excess claims costs and negative net income in almost all the study period. Even after government subsidies, the scheme's net income remained negative for some reporting periods. The challenges contributing to the observed level of financial performance have been summarized under five main themes, which include adverse selection, moral hazard behaviors, stockout of medicines, delays in claims settlement for service providers, and low insurance premiums. CONCLUSIONS: The health insurance scheme in both districts spent more than it received for claims settlement in almost all the period under the study, and experienced heavy losses in these periods, implying that it is not financially viable for the period in question. The scheme is also unable to fulfill its purpose of protecting members against out-of-pocket expenses at the point of health care. Interventions should target on the highlighted challenges to restore financial balance and enhance the scheme's viability.

Distance and health facility choice: Evidence from a health micro insurance program in Punjab, Pakistan.

Health micro insurance offers a promising mechanism to protect the poor against risk and vulnerability arising from catastrophic healthcare expenditures. In light of this, we study the relationship between physical distance to hospitals and the choice of healthcare services in the context of a health micro insurance program in Punjab, Pakistan. We address three main research questions; first, how does physical distance affect choice of health facility? Second, is the burden of physical distance greater for women? Third, can the diffusion of information in social networks be a potential mechanism for reducing the burden of distance? We employ a Probit model with administrative data on hospitalisation claims made between 2014 and 2017. Our findings show that distance impedes individuals from making panel (cashless) claims and thus increases the likelihood of out-of-pocket expenditures at nearby non-panel hospitals. This adverse effect is more pronounced for women as compared to men. Dissemination of information in social networks increases the usage of panel facilities, especially by women. Hence, this can be an effective mechanism in reducing the role that distance plays in the choice of health facility.