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.
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.
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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.
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Authors and funding
3 authors.
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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.
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