Evidence map›Paper›PMID 39478533›Full record

ArticleBMC health services research2024

Factors associated with household willingness to pay for Universal Health Coverage in Cameroon: a nationwide cross-sectional analysis.

Ousmane Diaby, Clarence Mbanga, Jean Biwole Fouda, Yves Pantaleon Beyina Edzana, Yauba Saidu

Abstract read
In one paragraph

Article in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Woman-centeredness of family planning care and associated factors in a semi-urban health district in West Cameroon.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ousmane DiabyFaculty of Management and Economic Sciences, University of Yaoundé 2, P.O BOX 1365, Yaoundé, Cameroon. diabyk66@yahoo.fr.
Clarence MbangaClinton Health Access Initiative - Cameroon Office, Yaoundé, Cameroon.
Jean Biwole FoudaDepartment of doctoral studies, University of Ebolowa, Ebolowa, Cameroon.
Yves Pantaleon Beyina EdzanaDepartment of Macroeconomic Forecasting, Ministry of Finances, Yaoundé, Cameroon.
Yauba SaiduClinton Health Access Initiative - Cameroon Office, Yaoundé, Cameroon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSustained financing for Universal Health Coverage (UHC) has been a concern for the Cameroon government. Household contributions have been considered as a financing mechanism, but this raises concerns on the willingness of households to pay for UHC. The current study assessed factors associated with the willingness to pay (WTP) for UHC in Cameroon.

methodsCommunity based, cross-sectional analysis of data from households (selected via multi-stage, randomized, cluster sampling) across all ten regions of Cameroon, during July 2020. Factors associated with WTP for UHC were determined using a multinominal logistic regression model, tested at varying significance levels (1%, 5%, and 10%) to enhance its ability to detect meaningful and practical value associations.

resultsOverall, 5,014 households were surveyed, 64.3% and 35.6% from rural and urban areas respectively. Household heads were 40.2 ± 10.1 years old and mostly male (60.6%). Most surveyed households (72%) were willing to contribute for UHC. Amongst these willing households, WTP varied with the sex (females opted for lower payments) and educational level (those with ≥ high school education opted for contributions ≥ US$ 165.6 annually, p < 0.01) of the household head. WTP also varied proportionally with household income and was influenced by the sector of activity (formal secondary/tertiary and informal sector workers opted for contributions > US$ 165.6 annually, p < 0.01) of the household head. Other factors affecting WTP included household size (households with ≥ 13 persons opted for contributions ≥ US$ 165.6, p < 0.01) and the age of the household head (those ≥ 55 years opted for higher contributions; US$ 33.1-82.6, p < 0.01). WTP varied positively with knowledge on UHC and affiliation to a health insurance scheme. Household who did not resort to self-medication/prayers when in need of healthcare services opted for higher contributions (US$ 82.6- 165.6, p < 0.01).

conclusionUHC implementation in Cameroon will require that factors shown here-in to influence WTP be carefully considered. Modifiable factors such as self-medication/prayers and poor knowledge on UHC, underlines the need for greater sensitization on UHC. Given the high WTP from the informal sector, characterization of the sector could go a long way to increase the financial envelope allocated for UHC.

Indexed as

Family CharacteristicsFinancing, PersonalUniversal Health InsuranceAdultCameroonCross-Sectional StudiesFemaleHealth ExpendituresHumansMaleMiddle AgedRural PopulationSocioeconomic FactorsSurveys and QuestionnairesCameroonFactorsUniversal Health CoverageWillingness to pay

Identifiers

PMID39478533
PMCPMC11526502

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.