Evidence map›Paper›PMID 36539886›Full record

ArticleBMC health services research2022

Short and longer-term impacts of health insurance on catastrophic health expenditures in Kwara State, Nigeria.

Adeyemi Okunogbe, Joel Hähnle, Bosede F Rotimi, Tanimola M Akande, Wendy Janssens

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
2.1field-weighted citation impact, top 12% 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

5 citing papers in PubMed, 1 synthesis or guideline pooled it, 11 citations in OpenAlex.

  1. Pooled it
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  3. Review
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  5. Article
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 at 3 institutions in 3 countries.

Adeyemi OkunogbeGlobal Health Division, RTI International, Washington, DC., USA.ORCID http://orcid.org/0000-0002-7486-5176
Joel HähnleAmsterdam Institute for Global Health and Development (AIGHD), De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands.
Bosede F RotimiDepartment of Epidemiology and Community Health, University of Ilorin, Ilorin, Nigeria.
Tanimola M AkandeDepartment of Epidemiology and Community Health, University of Ilorin, Ilorin, Nigeria.
Wendy JanssensAmsterdam Institute for Global Health and Development (AIGHD), De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands. w.janssens@vu.nl.ORCID http://orcid.org/0000-0002-2085-8608
Amsterdam Institute for Global Health and Development · NLUniversity of Ilorin · NGRTI International · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOut- of-pocket health expenditures (OOPs) constitute a significant proportion of total health expenditures in many low- and middle-income countries (LMICs), leading to an increased likelihood of exposure to financial catastrophe in the event of illness. Health insurance has the potential to reduce catastrophic health expenditures (CHE), but rigorous evidence of its sustained impact is limited, especially in LMICs. This study examined the short- and longer-term effects of a health insurance program in Kwara State, Nigeria on CHE.

methodsThe analysis is based on a panel dataset consisting of 3 waves of household surveys in program and comparison areas. The balanced data consists of 1,039 households and 3,450 individuals. We employed a difference-in-differences (DiD) regression approach to estimate intention-to-treat effects, and then computed average treatment effects on the treated by combining DiD with propensity score weighting and an instrumental variables analysis. CHE was measured as OOPs exceeding 10% of household consumption and 40% of capacity-to-pay (CTP).

resultsUsing 10% of consumption as a CHE measure, we found that living in the program area was associated with a 4.3 percentage point (pp) decrease in CHE occurrence (p < 0.05), while the effect on insured households was 5.7 pp (p < 0.05). The longer-term impact four years after program introduction was not significant. Heterogeneity analyses show a reduction in CHE of 7.2 pp (p < 0.01) in the short-term for the poorest tercile. No significant effects were found for the middle and richest terciles, nor in the longer-term. Households with a chronically ill member experienced a reduction in CHE of 9.4 pp (p < 0.01) in the short-term, but not in the longer-term. Most estimates based on the 40% of CTP measure were not statistically significant.

conclusionThese findings highlight the critical role of health insurance in reducing the likelihood of catastrophic health expenditures, especially for vulnerable populations such as the poor and the chronically ill, and by extension in achieving universal health coverage. They also show that the beneficial impacts of health insurance may attenuate over time, as households potentially adjust their health-seeking behavior to the new scheme.

Indexed as

Catastrophic IllnessHealth ExpendituresFamily CharacteristicsHumansInsurance, HealthNigeriaCatastrophic health expendituresHealth insuranceNigeriaOut-of-pocket paymentsSub-Saharan AfricaUniversal health coverage

Identifiers

PMID36539886
PMCPMC9764477
OpenAlexW4312080281

What OpenQuestion holds

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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.