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Assessing the effects of population aging on health financing structures: evidence from APEC countries using panel data

dc.contributor.authorNal, Mustafa
dc.contributor.authorDurmus, Veli
dc.contributor.authorSahin, Guller
dc.contributor.authorBektas, Gulfer
dc.date.accessioned2026-11-05T11:09:19Z
dc.date.issued2026
dc.description.abstractAn aging population, along with rising chronic diseases and disabilities, is increasing the demand for healthcare services; this places significant pressure on healthcare costs and public finances, particularly in countries with high public health expenditures. Asia-Pacific countries are at the forefront of global population aging, and the rapid demographic transformation in the region has significant economic, social, and political consequences. This study aims to evaluate the impact of selected aging indicators on health financing systems in Asia-Pacific Economic Cooperation (APEC) countries. In this study, the proportion of the population aged 60-80 and over, life expectancy at birth, and gender ratio were used as indicators of aging. To examine the effects on health financing in APEC countries during the 2000-2020 period, three separate models were established, including public health expenditures, private health expenditures, and out-of-pocket health expenditures; the analyses were carried out using panel quantile, Driscoll-Kraay, and Ridge methods. The findings show that life expectancy reduces public health expenditures except in the 90th quartile, while increasing private health expenditures in all quartiles. Although no significant relationship was found for out-of-pocket health expenditures, life expectancy stands out as the most prominent predictor. The Driscoll-Kraay and Ridge results reveal that the population aged 80 and over increases public health expenditures; this is associated with higher life expectancy and lower private health expenditures. Furthermore, the population aged 60 and over reduces out-of-pocket health expenditures, while the gender ratio was not found to be significant in all models. Life expectancy is the strongest predictor of out-of-pocket health expenditures. In contrast, the contribution of the population aged 80 and over to the decline in private health expenditures is limited. Gender ratio does not show a significant impact on health expenditures in APEC countries. These findings highlight the importance of developing age-sensitive and sustainable health financing policies in APEC countries.
dc.description.issue1
dc.description.pages27023
dc.description.volume16
dc.identifier.doi10.1038/s41598-026-56723-y
dc.identifier.issn2045-2322
dc.identifier.urihttps://doi.org/10.1038/s41598-026-56723-y
dc.identifier.urihttps://openaccess.acibadem.edu.tr/handle/11443/11620
dc.identifier.wosWOS:001862977200039
dc.language.isoen
dc.publisherNATURE PORTFOLIO
dc.relation.hasversion10.1038/s41598-026-56723-y
dc.relation.ispartofSCIENTIFIC REPORTS
dc.subjectHealth financing systems
dc.subjectAging indicators
dc.subjectAPEC countries
dc.subjectPanel quantile regression method
dc.subjectTESTS
dc.subjectCOINTEGRATION
dc.subjectREGRESSION
dc.subjectCARE
dc.subjectEXPENDITURE
dc.subjectMultidisciplinary Sciences
dc.subjectScience & Technology - Other Topics
dc.titleAssessing the effects of population aging on health financing structures: evidence from APEC countries using panel data
dc.typeArticle
oaire.citation.editionScience Citation Index Expanded (SCI-EXPANDED)
oaire.citation.issue1
oaire.citation.volume16
person.identifier.ridACG-2051-2022
person.identifier.ridAAG-9482-2021
person.identifier.ridGPX-1640-2022
person.identifier.ridAAY-8855-2021

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