Evidence map›Paper›PMID 36478719›Full record

ArticleFrontiers in public health2022

The relationship between health expenditure indicators and economic growth in OECD countries: A Driscoll-Kraay approach.

Umut Beylik, Umit Cirakli, Murat Cetin, Eyyup Ecevit, Osman Senol

Abstract read
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Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

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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

12 citing papers in PubMed.

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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

5 authors.

Umut BeylikDepartment of Health Management, Gulhane Health Sciences Faculty, Health Sciences University, Istanbul, Turkey.
Umit CirakliDepartment of Health Management, Faculty of Health Sciences, Izmir Bakircay University, Izmir, Turkey.
Murat CetinDepartment of Economics, Faculty of Economics and Administrative Sciences, Tekirdag Namik Kemal University, Tekirdag, Turkey.
Eyyup EcevitDepartment of Economics, Faculty of Economics and Administrative Sciences, Erciyes University, Kayseri, Turkey.
Osman SenolDepartment of Health Management, Faculty of Health Sciences, Karadeniz Technical University, Trabzon, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The main purpose of the study is to examine the relationship between health expenditure indicators and economic growth in OECD countries. Methods: In this context, health expenditures and economic indicators data of 21 OECD countries were analyzed by the Driscoll-Kraay standard error approach within the scope of panel data analysis. While Gross Domestic Product (GDP) and income per capita were used as dependent variables, the amount of out-of-pocket health spending, per capita health expenditure, the amount of public health expenditure, the ratio of drug expenditures to gross domestic product, the share of current health expenditures in GDP were used as independent variables. Results: According to the results, in the model (Model 1) where real GDP level was used as the dependent variable, all health expenditure indicators were positively related to the economic growth. When the estimation results of Model 1 are examined, it is predicted that there will be an increase of 0.09% in GDP in case of a 1% increase in the share allocated to health services from GDP. In case of a 1% increase in the amount of out-of-pocket spending on healthcare, it is foreseen that there may be an increase of 0.04% in the real GDP. In the model (Model 2) where the per capita income variable is the dependent variable, it is seen that the increase in out- of-pocket health spending has a decreasing effect on the per capita income level, while the increase in public expenditures has an increasing effect on the per capita income level. From the findings of Model 2, it was found that if a 1% increase in the share of current health expenditures in GDP, there may be an increase of 0.06% in the amount of per capita income. Discussion: Concludingly, it is possible to say that that public resources allocated to health services play an important role in the economic growth.

Indexed as

Economic DevelopmentHealth ExpendituresGross Domestic ProductDriscoll-Kraay standard error approacheconomic growthhealth expendituresOECD countriespanel data analysis

Identifiers

PMID36478719
PMCPMC9720277

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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.