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What Factors Affect Voluntary Uptake of Community-Based Health Insurance Schemes in Low- and Middle-Income Countries? A Systematic Review and Meta-Analysis

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  • David Mark Dror
  • S A Shahed Hossain
  • Atanu Majumdar
  • Tracey Lynn Pérez Koehlmoos
  • Denny John
  • Pradeep Kumar Panda

Abstract

Introduction: This research article reports on factors influencing initial voluntary uptake of community-based health insurance (CBHI) schemes in low- and middle-income countries (LMIC), and renewal decisions. Methods: Following PRISMA protocol, we conducted a comprehensive search of academic and gray literature, including academic databases in social science, economics and medical sciences (e.g., Econlit, Global health, Medline, Proquest) and other electronic resources (e.g., Eldis and Google scholar). Search strategies were developed using the thesaurus or index terms (e.g., MeSH) specific to the databases, combined with free text terms related to CBHI or health insurance. Searches were conducted from May 2013 to November 2013 in English, French, German, and Spanish. From the initial search yield of 15,770 hits, 54 relevant studies were retained for analysis of factors influencing enrolment and renewal decisions. The quantitative synthesis (informed by meta-analysis) and the qualitative analysis (informed by thematic synthesis) were compared to gain insight for an overall synthesis of findings/statements. Results: Meta-analysis suggests that enrolments in CBHI were positively associated with household income, education and age of the household head (HHH), household size, female-headed household, married HHH and chronic illness episodes in the household. The thematic synthesis suggests the following factors as enablers for enrolment: (a) knowledge and understanding of insurance and CBHI, (b) quality of healthcare, (c) trust in scheme management. Factors found to be barriers to enrolment include: (a) inappropriate benefits package, (b) cultural beliefs, (c) affordability, (d) distance to healthcare facility, (e) lack of adequate legal and policy frameworks to support CBHI, and (f) stringent rules of some CBHI schemes. HHH education, household size and trust in the scheme management were positively associated with member renewal decisions. Other motivators were: (a) knowledge and understanding of insurance and CBHI, (b) healthcare quality, (c) trust in scheme management, and (d) receipt of an insurance payout the previous year. The barriers to renewal decisions were: (a) stringent rules of some CBHI schemes, (b) inadequate legal and policy frameworks to support CBHI and (c) inappropriate benefits package. Conclusion and Policy Implications: The demand-side factors positively affecting enrolment in CBHI include education, age, female household heads, and the socioeconomic status of households. Moreover, when individuals understand how their CBHI functions they are more likely to enroll and when people have a positive claims experience, they are more likely to renew. A higher prevalence of chronic conditions or the perception that healthcare is of good quality and nearby act as factors enhancing enrolment. The perception that services are distant or deficient leads to lower enrolments. The second insight is that trust in the scheme enables enrolment. Thirdly, clarity about the legal or policy framework acts as a factor influencing enrolments. This is significant, as it points to hitherto unpublished evidence that governments can effectively broaden their outreach to grassroots groups that are excluded from social protection by formulating supportive regulatory and policy provisions even if they cannot fund such schemes in full, by leveraging people’s willingness to exercise voluntary and contributory enrolment in a community-based health insurance.

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  • David Mark Dror & S A Shahed Hossain & Atanu Majumdar & Tracey Lynn Pérez Koehlmoos & Denny John & Pradeep Kumar Panda, 2016. "What Factors Affect Voluntary Uptake of Community-Based Health Insurance Schemes in Low- and Middle-Income Countries? A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-31, August.
  • Handle: RePEc:plo:pone00:0160479
    DOI: 10.1371/journal.pone.0160479
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    2. Biggeri, M. & Nannini, M. & Putoto, G., 2018. "Assessing the feasibility of community health insurance in Uganda: A mixed-methods exploratory analysis," Social Science & Medicine, Elsevier, vol. 200(C), pages 145-155.
    3. Thomas Rouyard & Yukichi Mano & Bocar Mamadou Daff & Serigne Diouf & Khadidiatou Fall Dia & Laetitia Duval & Josselin Thuilliez & Ryota Nakamura, 2022. "Operational and Structural Factors Influencing Enrolment in Community-Based Health Insurance Schemes: An Observational Study Using 12 Waves of Nationwide Panel Data from Senegal," Post-Print halshs-03641124, HAL.
    4. Wanyue Dong & Anthony B. Zwi & Ruhai Bai & Chi Shen & Jianmin Gao, 2021. "Benefits Associated with China’s Social Health Insurance Schemes: Trend Analysis and Associated Factors Since Health Reform," IJERPH, MDPI, vol. 18(11), pages 1-14, May.
    5. Nshakira-Rukundo, Emmanuel & Mussa, Essa Chanie & Gerber, Nicolas & von Braun, Joachim, 2020. "Impact of voluntary community-based health insurance on child stunting: Evidence from rural Uganda," Social Science & Medicine, Elsevier, vol. 245(C).
    6. Fadi El‐Jardali & Racha Fadlallah & Aref Daouk & Rana Rizk & Nour Hemadi & Ola El Kebbi & Aida Farha & Elie A. Akl, 2019. "Barriers and facilitators to implementation of essential health benefits package within primary health care settings in low‐income and middle‐income countries: A systematic review," International Journal of Health Planning and Management, Wiley Blackwell, vol. 34(1), pages 15-41, January.
    7. Mohd Zuhair & Fuli Zhou & Saurabh Pratap & Ram Babu Roy, 2022. "Eliciting key attributes of health insurance in rural India: a qualitative analysis," SN Business & Economics, Springer, vol. 2(3), pages 1-28, March.
    8. Petro G. Nzowa & Felix A. Nandonde & Somo M. L. Seimu, 2023. "Mediation effect of trust on willingness to pay for health insurance among co-operative members in Tanzania," Future Business Journal, Springer, vol. 9(1), pages 1-15, December.
    9. Emmanuel Nshakira-Rukundo & Essa Chanie Mussa & Min Jung Cho, 2021. "Dropping out of voluntary community-based health insurance in rural Uganda: Evidence from a cross-sectional study in rural south-western Uganda," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-13, July.
    10. Lazarus MUCHABAIWA & Lloyd CHIGUSIWA & Samuel BINDU & Victoria MUDAVANHU & David DAMIYANO & Bongani Edwin MUSHANYURI, 2017. "Feasibility and Sustainability of Community Based Health Insurance in Rural Areas. Case Study of Musana, Zimbabwe," Expert Journal of Finance, Sprint Investify, vol. 5(1), pages 73-85.
    11. Thiptaiya Sydavong & Daisaku Goto & Keisuke Kawata & Shinji Kaneko & Masaru Ichihashi, 2019. "Potential demand for voluntary community-based health insurance improvement in rural Lao People’s Democratic Republic: A randomized conjoint experiment," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-21, January.
    12. Marion Ravit & Andrainolo Ravalihasy & Martine Audibert & Valery Ridde & Emmanuel Bonnet & Bertille Raffalli & Flore-Apolline Roy & Anais N’landu & Alexandre Dumont, 2020. "The impact of the obstetrical risk insurance scheme in Mauritania on maternal healthcare utilization: a propensity score matching analysis," Post-Print hal-02509190, HAL.
    13. Emmanuel Nshakira-Rukundo & Essa Chanie Mussa & Nathan Nshakira & Nicolas Gerber & Joachim von Braun, 2021. "Impact of community-based health insurance on utilisation of preventive health services in rural Uganda: a propensity score matching approach," International Journal of Health Economics and Management, Springer, vol. 21(2), pages 203-227, June.
    14. Bonfrer, Igna & Van de Poel, Ellen & Gustafsson-Wright, Emily & van Doorslaer, Eddy, 2018. "Voluntary health insurance in Nigeria: Effects on takers and non-takers," Social Science & Medicine, Elsevier, vol. 205(C), pages 55-63.
    15. Dao, Amy, 2020. "What it means to say “I Don't have any money to buy health insurance” in rural Vietnam: How anticipatory activities shape health insurance enrollment," Social Science & Medicine, Elsevier, vol. 266(C).
    16. David M. Dror & Atanu Majumdar & Nihar Jangle, 2019. "Estimating capital requirements to scale health microinsurance serving rural poor populations," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 410-444, July.
    17. repec:zib:zjhcdc:v:2:y:2022:i:1:p:20-25 is not listed on IDEAS
    18. Mpuuga, Dablin & Eshete, Zerayehu Sime, 2021. "Uncovered Silent Killers: The Prevalence of Non-Communicable Diseases and Health Insurance Coverage in Uganda," African Journal of Economic Review, African Journal of Economic Review, vol. 10(1), December.

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    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

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