Evidence map›Paper›PMID 36300926›Full record

ArticleHealth policy and planning2023

Willingness to pay for a National Health Insurance Scheme in The Gambia: a contingent valuation study.

Hassan Njie, Knut Reidar Wangen, Lumbwe Chola, Unni Gopinathan, Ibrahimu Mdala, Johanne S Sundby, Patrick G C Ilboudo

Open access · hybridAbstract read
In one paragraph

Article in Health policy and planning, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
4.1field-weighted citation impact, top 6% of its field
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
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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

7 authors at 3 institutions in 2 countries.

Hassan NjieDepartment of Community Medicine and Global Health, University of Oslo, Postboks 1130 Blindern 0318, Oslo, Norway.
Knut Reidar WangenDepartment of Health Management and Health Economics, University of Oslo, Postboks 1089 Blindern, Oslo 0317, Norway.
Lumbwe CholaDepartment of Health Management and Health Economics, University of Oslo, Postboks 1089 Blindern, Oslo 0317, Norway.
Unni GopinathanNorwegian Institute of Public Health, Sandakerveien 24c, Bygg D, Oslo 0473, Norway.
Ibrahimu MdalaDepartment of General Practice, University of Oslo, Postboks 1130 Blindern, Oslo 0318, Norway.
Johanne S SundbyDepartment of Community Medicine and Global Health, University of Oslo, Postboks 1130 Blindern 0318, Oslo, Norway.
Patrick G C IlboudoAfrican Population and Health Research Center, APHRC Campus, Manga Close, Off Kirawa Road, P.O. Box 10787-00100, Nairobi 0318, Kenya.
University of Oslo · NOAfrican Population and Health Research Center · KENorwegian Institute of Public Health · NO

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In pursuit of universal health coverage, many low- and middle-income countries are reforming their health financing systems and introducing health insurance schemes. As part of these reforms, lawmakers in The Gambia enacted 'The National Health Insurance Bill, 2021'. The Act will establish a National Health Insurance Scheme (NHIS) that pays for the cost of healthcare services for its members. This study assessed Gambians' willingness to pay (WTP) for a NHIS. Using multistage sampling design with no replacement, head/co-head of households were presented with a hypothetical health insurance scheme from July to August 2020. Their WTP and factors influencing WTP were elicited using a contingent valuation method. Descriptive statistics were used to describe sample characteristics. Lopez-Feldman's modified ordered probit model and linear regression were applied to estimate respondents' WTP as well as identify factors that influence their WTP. More than 90% of the respondents-677 (94.4%) were willing to join and pay for the scheme. Half of these respondents-398 (58.8%) agreed to pay the first bid of US dollars (US$) 20.78 or Gambian dalasi (GMD) 1000. The average WTP was estimated at US$23.27 (GMD1119.82), whereas average maximum amount to pay was US$26.01 (GMD1251.16). Results of the two models together showed that gender, level of education and household income were statistically significant, with the latter showing negative influence on WTP. The study found that Gambians were largely receptive to the scheme and have stated their willingness to contribute. Our findings can inform policymakers in The Gambia and other sub-Saharan countries when establishing contribution rates and exemption criteria during social health insurance scheme implementation.

Indexed as

Financing, PersonalInsurance, HealthGambiaHealth ServicesHumansNational Health ProgramsSurveys and Questionnairescontingent valuationequityhealth economicshealth financingnational health insurance schemeUniversal health coveragewillingness to pay

Identifiers

PMID36300926
PMCPMC9849717
OpenAlexW4307412788

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.