Willingness-to-pay for community-based health insurance among informal workers in urban Bangladesh

bracu.type.groupResearch Publications
datacite.rightsOpen Access
dc.contributor.authorAhmed, Sayem
dc.contributor.authorHoque, Mohammad Enamul
dc.contributor.authorSarker, Abdur Razzaque
dc.contributor.authorSultana, Marufa
dc.contributor.authorIslam, Ziaul
dc.contributor.authorGazi, Rukhsana
dc.contributor.authorKhan, Jahangir A. M.
dc.contributor.departmentBRAC James P Grant School of Public Health
dc.date.accessioned2026-08-11T10:01:58Z
dc.date.available2026-08-11T10:01:58Z
dc.date.issued2016-02-01
dc.description.abstractIntroduction Reliance on out-of-pocket payment for healthcare may lead poor households to undertake catastrophic health expenditure, and risk-pooling mechanisms have been recommended to mitigate such burdens for households in Bangladesh. About 88% of the population of Bangladesh depends on work in the informal sector. We aimed to estimate willingness-to-pay (WTP) for CBHI and identify its determinants among three categories of urban informal workers rickshaw-pullers, shopkeepers and restaurant workers. Methods The bidding game version of contingent valuation method was used to estimate weekly WTP. In three urban locations 557 workers were interviewed using a structured questionnaire during 2010 and 2011. Multiple-regression analysis was used to predict WTP by demographic and household characteristics, occupation, education level and past illness. Results WTP for a CBHI scheme was expressed by 86.7% of informal workers. Weekly average WTP was 22.8 BDT [Bangladeshi Taka; 95% confidence interval (CI) 20.9-24.8] or 0.32 USD and varied significantly across occupational groups (p = 0.000) and locations (p = 0.003). WTP was highest among rickshaw-pullers (28.2 BDT or 0.40 USD; 95% CI: 24.7-31.7), followed by restaurant workers (20.4 BDT 0.29 USD; 95% CI: 17.0-23.8) and shopkeepers (19.2 BDT or 0.27 USD; 95% CI: 16.1-22.4). Multiple regression analysis identified monthly income, occupation, geographical location and educational level as the key determinants of WTP. WTP increased 0.196% with each 1% increase in monthly income, and was 26.9% lower among workers with up to a primary level of education versus those with higher than primary, but less than one year of education. Conclusion Informal workers in urban areas thus are willing to pay for CBHI and socioeconomic differences explain the magnitude of WTP. The policy maker might think introducing community based model including public-community partnership model for healthcare financing of informal workers. Decision making regarding the implementation of such schemes should consider worker location and occupation. © 2016 Ahmed et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
dc.description.versionPublished
dc.format.extent16 pages
dc.identifier.citationAhmed S, Hoque ME, Sarker AR, Sultana M, Islam Z, Gazi R, et al. (2016) Willingness-to-Pay for Community-Based Health Insurance among Informal Workers in Urban Bangladesh. PLoS ONE 11(2): e0148211. https://doi.org/10.1371/journal.pone.0148211
dc.identifier.doi10.1371/journal.pone.0148211
dc.identifier.issn19326203
dc.identifier.other2-s2.0-84959114815
dc.identifier.urihttps://hdl.handle.net/10361/28948
dc.language.isoen_US
dc.publisherPublic Library of Science
dc.relation.hasversion10.1371/journal.pone.0148211
dc.relation.ispartofPlos One
dc.relation.ispartofseriesPlos One
dc.relation.journalPLoS ONE
dc.relation.urihttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0148211
dc.rightstrue
dc.subjectBangladesh
dc.subjectCities
dc.subjectFamily characteristics
dc.subjectHumans
dc.subjectIncome
dc.subjectInsurance
dc.subjectHealth
dc.subjectMultivariate analysis
dc.subjectOccupational health services
dc.subjectRegression analysis
dc.subjectResidence characteristics
dc.subject.lcshHealth insurance--Bangladesh.
dc.subject.lcshMedical care, Cost of--Bangladesh.
dc.subject.lcshUrban poor--Medical care--Bangladesh.
dc.titleWillingness-to-pay for community-based health insurance among informal workers in urban Bangladesh
dc.typeArticle
oaire.citation.issue2
oaire.citation.volume11
person.affiliation.nameInternational Centre for Diarrhoeal Disease Research Bangladesh
person.affiliation.nameThe University of Queensland
person.affiliation.nameInternational Centre for Diarrhoeal Disease Research Bangladesh
person.affiliation.nameInternational Centre for Diarrhoeal Disease Research Bangladesh
person.affiliation.nameInternational Centre for Diarrhoeal Disease Research Bangladesh
person.affiliation.nameInternational Centre for Diarrhoeal Disease Research Bangladesh
person.affiliation.nameInternational Centre for Diarrhoeal Disease Research Bangladesh
person.identifier.scopus-author-id58601030100
person.identifier.scopus-author-id55337968200
person.identifier.scopus-author-id55908816200
person.identifier.scopus-author-id57209482994
person.identifier.scopus-author-id12796888000
person.identifier.scopus-author-id55887057600
person.identifier.scopus-author-id7201898412

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