Evidence map›Paper›PMID 42029441›Full record

ReviewJournal of market access & health policy2026

Household Out-of-Pocket Burden Costs for Pediatric Pneumonia in Low- and Middle-Income Countries: Evidence Review and Econometric Framework.

Ioannis Smaraidos, Maria Kyrmanidou, Asterios Kampouras

Abstract readReview
In one paragraph

Review in Journal of market access & health policy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Ioannis SmaraidosDepartment of Economics, Directorate of Academics, Hellenic Military Academy of Combat Support Officers, 54636 Thessaloniki, Greece.
Maria KyrmanidouDepartment of Economics, Directorate of Academics, Hellenic Military Academy of Combat Support Officers, 54636 Thessaloniki, Greece.
Asterios Kampouras4th Pediatric Department, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.ORCID 0000-0001-7047-9449

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pediatric pneumonia remains a major cause of morbidity and mortality in low- and middle-income countries (LMICs), imposing both health and financial burdens. While the clinical aspects of pediatric pneumonia are well-studied, less attention has been paid to its economic implications for households, particularly regarding out-of-pocket (OOP) expenditure. This paper synthesizes current evidence from Kenya, India, Bangladesh, and Vietnam and introduces a proposed econometric framework designed to identify cost determinants and model policy interventions. The framework integrates microeconomic data, identifies cost determinants, and models the effects of clinical and policy factors (e.g., intensive care, vaccination, insurance coverage) on household expenditures. Simulated results illustrate potential findings from such an approach. Existing studies show substantial variability in hospitalization costs, with OOP payments ranging from US$30 to US$250 per episode, often exceeding 20% of monthly household income. Econometric modeling using generalized linear models (GLMs) and difference-in-differences (DiD) can disentangle the impact of hospital practices, disease severity, and policy interventions. Simulated regression results demonstrate that length of stay, intensive care admission, and absence of insurance significantly increase household costs, while pneumococcal conjugate vaccine (PCV) introduction reduces both admissions and financial burden. Hospitalization for pediatric pneumonia imposes significant OOP costs on households in LMICs. An econometric framework provides rigorous tools to estimate cost drivers, evaluate policy impacts, and guide equitable health financing reforms.

Indexed as

econometric analysishealth economicshospitalization costslow- and middle-income countriesout-of-pocket expenditurepediatric pneumonia

Identifiers

PMID42029441
PMCPMC13108171

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.