{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T18:33:28Z","timestamp":1784745208717,"version":"3.55.0"},"reference-count":28,"publisher":"Public Library of Science (PLoS)","issue":"7","license":[{"start":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T00:00:00Z","timestamp":1784678400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Fund for Innovation in Development (FID) through Partnership for Economic Policy","award":["NA"],"award-info":[{"award-number":["NA"]}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Ethiopia\u2019s Community-Based Health Insurance (CBHI) launched in 2011, has significantly improved access to healthcare. However, the program has faced several challenges, including concerns about equity, financial sustainability, and limited resource mobilization stemming from its flat-rate premium contribution system. To address these issues, a new sliding-scale premium scheme\u2014based on households\u2019 socio-economic status\u2014has been piloted in 13 districts across Oromia and Sidama regions in Ethiopia. However, empirical evidence on community responses to sliding-scale CBHI models remains unexplored.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To generate early empirical evidence on community responses to Ethiopia\u2019s new sliding-scale CBHI policy (socio-economic-based premium differentiation), focusing on acceptability, perceived concerns, and community perceptions of relevance, appropriateness, affordability, equity and fairness.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>The study was conducted between March and May 2024 in 13 pilot districts across Oromia and Sidama regions where the sliding-scale CBHI pilot was implemented. Using a qualitative design, data were collected through 10 focus group discussions and 16 key informant interviews with community members, local leaders, and health officials, who were purposely selected to capture diverse perspectives. Discussions explored community acceptance, affordability, and experiences with the new scheme. Transcripts were translated and analyzed thematically using ATLAS.ti 7.5, following open coding and triangulation to identify key themes on barriers, facilitators, and overall community response.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The study found generally positive community reception of the sliding-scale CBHI scheme, which was widely perceived as acceptable, more equitable, inclusive, and better aligned with households\u2019 economic capacity. However, this acceptance was conditional, as it depended on sustained improvements in service quality, consistent availability of medicines, and transparent management of scheme funds. Moreover, operational challenges were also reported, including household misclassification, perceived favoritism, inconsistent application of eligibility criteria, and inadequate communication of the scheme\u2019s procedures and decisions. While stakeholders viewed the reform as a promising step toward a more equitable and inclusive system, sustaining support will require strengthened trust and consistent service delivery.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec005\">\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The early implementation of Ethiopia\u2019s Sliding-scale CBHI premium system was generally well received by community members and implementers, who viewed it as fair, contextually appropriate, and aligned with households\u2019 ability to pay. The participatory, asset-based classification process enhanced legitimacy, ownership, and trust. However, operational and ethical challenges such as misclassification, favoritism, inconsistent criteria, and limited communication were reported. Participants highlighted the need for improved transparency, grievance handling mechanisms, and consideration of broader livelihood factors to sustain trust and ensure long-term acceptance and equity in the scheme.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0353876","type":"journal-article","created":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T17:46:29Z","timestamp":1784742389000},"page":"e0353876","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Early community reactions and acceptance of the Sliding-Scale Community Based Health Insurance Scheme in Ethiopia: Qualitative Findings from the treatment arm"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5465-1509","authenticated-orcid":true,"given":"Zewdie","family":"Birhanu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Beshea","family":"Gelana","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nimona","family":"Berhanu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shabu","family":"Abdulbari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bikiltu","family":"Abdissa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jemal","family":"Abafita","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Badassa Wolteji","family":"Chala","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Morankar","family":"Sudhakar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gudeta","family":"Abebe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yamirot","family":"Andualem","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haimanot","family":"Hailu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dinka","family":"Irena","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hasen","family":"Haji","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tigist","family":"Teferi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Natalia","family":"Cantet","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria Laura","family":"Alzua","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,7,22]]},"reference":[{"key":"pone.0353876.ref001","unstructured":"Ethiopia Health Sector Development Program IV 2010-2015. Country Planning Cycle Database. https:\/\/extranet.who.int\/countryplanningcycles\/planning-cycle-files\/ethiopia-health-sector-development-program-iv-2015. Accessed 2026 May 8."},{"key":"pone.0353876.ref002","unstructured":"Health policy of Ethiopia 1993. https:\/\/www.cmpethiopia.org\/media\/health_policy_of_ethiopia_1993. Accessed 2026 May 8."},{"key":"pone.0353876.ref003","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.socscimed.2018.11.003","article-title":"The impact of Ethiopia\u2019s pilot community based health insurance scheme on healthcare utilization and cost of care","volume":"220","author":"AD Mebratie","year":"2019","journal-title":"Soc Sci Med"},{"issue":"8","key":"pone.0353876.ref004","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0272959","article-title":"Towards universal health coverage: The level and determinants of enrollment in the Community-Based Health Insurance (CBHI) scheme in Ethiopia: A systematic review and meta-analysis","volume":"17","author":"A Habte","year":"2022","journal-title":"PLoS One"},{"issue":"3","key":"pone.0353876.ref005","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0320218","article-title":"Households willingness to join and pay for community-based health insurance: Implications for designing community-based health insurance based on economic Status in Ethiopia","volume":"20","author":"Z Birhanu","year":"2025","journal-title":"PLoS One"},{"key":"pone.0353876.ref006","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.worlddev.2015.04.011","article-title":"Enrollment in Ethiopia\u2019s Community-Based Health Insurance Scheme","volume":"74","author":"AD Mebratie","year":"2015","journal-title":"World Development"},{"issue":"1","key":"pone.0353876.ref007","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1186\/s12913-022-07889-4","article-title":"Scaling up community-based health insurance in Ethiopia: A qualitative study of the benefits and challenges","volume":"22","author":"AK Mulat","year":"2022","journal-title":"BMC Health Serv Res"},{"issue":"1","key":"pone.0353876.ref008","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1186\/s12913-022-09019-6","article-title":"The impact of community-based health insurance on health service utilization and financial risk protection in Ethiopia","volume":"23","author":"YK Alemayehu","year":"2023","journal-title":"BMC Health Serv Res"},{"key":"pone.0353876.ref009","year":"2020"},{"key":"pone.0353876.ref010","doi-asserted-by":"crossref","DOI":"10.1017\/S1744137423000334","article-title":"Legitimacy of government and governance","volume":"20","author":"I Arif","year":"2024","journal-title":"Journal of Institutional Economics"},{"issue":"1","key":"pone.0353876.ref011","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1093\/heapol\/czaa135","article-title":"Socioeconomic inequality in premiums for a community-based health insurance scheme in Rwanda","volume":"36","author":"GC Chirwa","year":"2021","journal-title":"Health Policy Plan"},{"key":"pone.0353876.ref012","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/j.worlddev.2018.01.023","article-title":"The political path to universal health coverage: Power, ideas and community-based health insurance in Rwanda","volume":"106","author":"B Chemouni","year":"2018","journal-title":"World Development"},{"issue":"6","key":"pone.0353876.ref013","article-title":"Towards universal health coverage: An evaluation of Rwanda Mutuelles in its first eight years","volume":"7","author":"C Lu","year":"2012","journal-title":"PLoS One"},{"key":"pone.0353876.ref014","unstructured":"Collins D, Saya U, Kunda T. The impact of community-based health insurance on access to care and equity in Rwanda. 2016."},{"key":"pone.0353876.ref015","doi-asserted-by":"crossref","first-page":"55","DOI":"10.11604\/pamj.2020.37.55.20376","article-title":"Universal health insurance in Rwanda: Major challenges and solutions for financial sustainability case study of Rwanda community-based health insurance part I","volume":"37","author":"M Nyandekwe","year":"2020","journal-title":"Pan Afr Med J"},{"issue":"6","key":"pone.0353876.ref016","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1093\/intqhc\/mzm042","article-title":"Consolidated criteria for reporting qualitative research (COREQ): A 32-item checklist for interviews and focus groups","volume":"19","author":"A Tong","year":"2007","journal-title":"Int J Qual Health Care"},{"issue":"4","key":"pone.0353876.ref017","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1016\/j.worlddev.2005.09.009","article-title":"Group-based funeral insurance in Ethiopia and Tanzania","volume":"34","author":"S Dercon","year":"2006","journal-title":"World Development"},{"issue":"1","key":"pone.0353876.ref018","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1186\/s13561-022-00386-8","article-title":"Pooled coverage of community based health insurance scheme enrolment in Ethiopia, systematic review and meta-analysis, 2016\u20132020","volume":"12","author":"A Tahir","year":"2022","journal-title":"Health Econ Rev"},{"issue":"8","key":"pone.0353876.ref019","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0329382","article-title":"Community-based health insurance dropout and its determinants among women in Sidama National Regional State, Southern Ethiopia, 2024: A multilevel analysis","volume":"20","author":"KC Debessa","year":"2025","journal-title":"PLoS One"},{"key":"pone.0353876.ref020","unstructured":"Open Knowledge Repository. [cited 2026 May 8]. https:\/\/openknowledge.worldbank.org\/entities\/publication\/0f3facdd-95b0-5d05-a72d-943471763051"},{"key":"pone.0353876.ref021","year":"2017"},{"key":"pone.0353876.ref022","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1186\/1744-8603-9-12","article-title":"Community concepts of poverty: An application to premium exemptions in Ghana\u2019s National Health Insurance Scheme","volume":"9","author":"GC Aryeetey","year":"2013","journal-title":"Global Health"},{"key":"pone.0353876.ref023","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1186\/1471-2458-13-342","article-title":"Social acceptability and perceived impact of a community-led cash transfer programme in Zimbabwe","volume":"13","author":"M Skovdal","year":"2013","journal-title":"BMC Public Health"},{"key":"pone.0353876.ref024","unstructured":"World Bank. A New Look at Old Dilemmas: Revisiting Targeting in Social Assistance. https:\/\/www.worldbank.org\/en\/topic\/socialprotection\/publication\/a-new-look-at-old-dilemmas-revisiting-targeting-in-social-assistance. Accessed 2026 May 8."},{"key":"pone.0353876.ref025","unstructured":"Lind EA, Arndt C. Perceived Fairness and Regulatory Policy: A Behavioural Science Perspective on Government-Citizen Interactions. 2016. https:\/\/ideas.repec.org\/\/p\/oec\/govaah\/6-en.html"},{"key":"pone.0353876.ref026","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1186\/s12939-018-0721-4","article-title":"Barriers and facilitators to implementation, uptake and sustainability of community-based health insurance schemes in low- and middle-income countries: A systematic review","volume":"17","author":"R Fadlallah","year":"2018","journal-title":"Int J Equity Health"},{"issue":"2","key":"pone.0353876.ref027","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/s11115-019-00444-6","article-title":"Public trust in local government: explaining the role of good governance practices","volume":"20","author":"TD Beshi","year":"2019","journal-title":"Public Organiz Rev"},{"issue":"10","key":"pone.0353876.ref028","doi-asserted-by":"crossref","first-page":"1705","DOI":"10.1093\/heapol\/czab080","article-title":"Barriers to uptake of community-based health insurance in sub-Saharan Africa: A systematic review","volume":"36","author":"Z Shewamene","year":"2021","journal-title":"Health Policy Plan"}],"container-title":["PLOS One"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0353876","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T17:46:34Z","timestamp":1784742394000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0353876"}},"subtitle":[],"editor":[{"given":"Bruno","family":"Ventelou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2026,7,22]]},"references-count":28,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2026,7,22]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0353876","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,22]]}}}