Evidence map›Paper›PMID 39600526›Full record

ArticleInternational journal of public health2024

Socioeconomic Inequalities in Out-of-Pocket and Catastrophic Health Expenditures in Pakistan.

Saima Bashir, Shabana Kishwar, Muhammad Nasir, Shehzad Ali

Abstract read
In one paragraph

Article in International journal of public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Contribution of Medication Expenditures to Catastrophic Health Expenditures in Iran: An Inequality Analysis.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2026
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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

4 authors.

Saima BashirManchester Centre for Health Economics (MCHE), The University of Manchester, Manchester, United Kingdom.
Shabana KishwarCentre for Business & Economic Research (CBER), School of Economics & Social Sciences (SESS), Institute of Business Administration, Karachi, Sindh, Pakistan.
Muhammad NasirCentre for Business & Economic Research (CBER), School of Economics & Social Sciences (SESS), Institute of Business Administration, Karachi, Sindh, Pakistan.
Shehzad AliWestern Centre for Public Health & Family Medicine, Western University, London, ON, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: In Pakistan, healthcare utilization is linked to out-of-pocket payments (OOP) which disproportionately affect low-income households. We investigated socioeconomic inequality in OOP and catastrophic health expenditures (CHEs), and the contribution of sociodemographic factors to these inequalities. Methods: Socioeconomic inequalities were quantified using the concentration index (CI), and the slope (SII) and relative (RII) indices of inequality using data from three rounds of Household Integrated Economic Survey (2007-08, 2011-12, and 2018-19). Decomposition analyses were conducted using the Wagstaff and Erreygers approach. Results: OOP payments increased from PKR 127 (2007-08) to PKR 250 (2018-19). CHEs in the most deprived quintile (Q1) changed from 8.3% (2007-08) to 13.7% (2018-19), and for the least deprived quintile (Q5) from 5.1% (2007-08) to 8.4% (2018-19). The OOP CI increased from 0.028 to 0.051, while the SII and RII increased from 0.89 to 1.32 and 1.18 to 1.36, respectively. Decomposition analysis showed that household size, composition, employment, and the province of residence explained much of the socioeconomic inequality in CHEs. Conclusion: Poor households experience high CHE, disproportionately impacting larger families with children and elderly members. Policymakers should implement targeted financial protection strategies to safeguard vulnerable households from the impoverishing effects of healthcare expenses.

Indexed as

Catastrophic IllnessHealth ExpendituresSocioeconomic FactorsAdultFemaleFinancing, PersonalHumansMaleMiddle AgedPakistanPovertySocial Determinants of HealthSociodemographic FactorsSurveys and Questionnairescatastrophic health expendituresout of pocket health expendituresPakistanpovertysocio-economic inequalities

Identifiers

PMID39600526
PMCPMC11589653

What OpenQuestion holds

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LicenceCC BY
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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.