Evidence map›Paper›PMID 41142734›Full record

ArticleFrontiers in public health2025

Determinants of healthcare expenditures: evidence from Türkiye's healthcare system.

Hülya Diğer, Kübranur Çebi Karaaslan, Ahmet Köstekçi, Abdullah Göv

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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
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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

4 authors.

Hülya DiğerDepartment of Health Management, Faculty of Economics and Administrative Sciences, Erzurum Technical University, Yakutiye, Türkiye.
Kübranur Çebi KaraaslanDepartment of Econometrics, Faculty of Economics and Administrative Sciences, Erzurum Technical University, Yakutiye, Türkiye.
Ahmet KöstekçiDepartment of Public Finance, Faculty of Economics and Administrative Sciences, Fırat University, Elz, Türkiye.
Abdullah GövDepartment of Management Information Systems, Faculty of Economics and Administrative Sciences, İstanbul Arel University, İstanbul, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The lack of a mandatory referral system for service demand in Türkiye's health system and the belief that unnecessary health expenditures are increasing constitute the basis of this study. This study aims to analyze the determinant role of individuals in health expenditures in Türkiye in two dimensions: household indicators and indicators for the head of the household, taking into account health expenditure policies. Methods: In this study, the factors affecting households' out-of-pocket health expenditures are tested with the help of binary probit regression analysis using the micro data set of the Turkish Statistical Institute 2022 Household Budget Survey. Results: The findings revealed no significant relationship between out-of-pocket health expenditures and variables such as gender, education level, employment status, private insurance ownership, alcohol and tobacco use, ease of access to a health center, receipt of monetary aid, or household size. Conclusion: According to the results of the research, older individuals spend more on health expenditures. Expenditures increase in parallel with education expenditures and health expenditures decrease as income level increases.

Indexed as

Delivery of Health CareFinancing, PersonalHealth ExpendituresAdolescentAdultAgedFamily CharacteristicsFemaleHumansMaleMiddle AgedSocioeconomic FactorsTurkeyYoung Adulthealth economicsout-of-pocket health expenditurepost-pandemicprobitTürkiye

Identifiers

PMID41142734
PMCPMC12546326

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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.