Evidence map›Paper›PMID 38777959›Full record

ArticleInternational journal of health economics and management2024

Analyzing the impact of fiscal conditions on private health expenditures in OECD countries: a quantile ARDL investigation.

Nuno Silva, Aida Isabel Tavares, Matheus Koengkan, José Alberto Fuinhas

Abstract read
In one paragraph

Article in International journal of health economics and management, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Nuno SilvaFaculty of Economics, CeBER, University of Coimbra, Av Dias da Silva 165, 3004-512, Coimbra, Portugal. nunos@fe.uc.pt.ORCID http://orcid.org/0000-0002-5687-3818
Aida Isabel TavaresCEISUC - Centre for Health Studies and Research, University of Coimbra, Coimbra, Portugal.ORCID http://orcid.org/0000-0003-3487-1202
Matheus KoengkanUniversity of Coimbra Institute for Legal Research (UCILeR), University of Coimbra, 3000-018, Coimbra, Portugal.ORCID http://orcid.org/0000-0002-0062-4476
José Alberto FuinhasFaculty of Economics, CeBER, University of Coimbra, Av Dias da Silva 165, 3004-512, Coimbra, Portugal.ORCID http://orcid.org/0000-0002-6937-5420

Funding

Fundação para a Ciência e a Tecnologia Multiannual Financing of R&D Units 2020-2023Fundação para a Ciência e a Tecnologia UIDB/04643/2020Fundação para a Ciência e a Tecnologia UIDB/05037/2020
6 · The paper itself

Abstract

Organization for Economic Co-operation and Development (OECD) countries have embraced the aim of universal health coverage, as established in Sustainable Development Goal (SDG) 3.8. This goal guarantees access to quality healthcare services without financial hardship or poverty. Additionally, it requires correct and adequate financing sources. A country with weak protection for its population tends to spend less on healthcare and experiences a high share of out-of-pocket payments (OOPs), increasing the likelihood of people falling into poverty. This study aims to understand the relationship and causal effects between macroeconomic and public fiscal conditions and private health expenditure in OECD countries between 1995 and 2019. We retrieved OECD data for 26 OECD countries for the period 1995-2019. Panel AutoRegressive Distributed Lag (PARDL) and panel quantile AutoRegressive Distributed Lag (PQARDL) models were estimated to examine the relationship between private health expenditures and macroeconomic and public fiscal variables. Our results reveal a positive influence of government debt and economic freedom on private health expenditures. They also show a negative influence of the government budget balance, government health expenditures, and economic growth on private health expenditures. These results collectively suggest that public fiscal conditions will likely impact private health expenditures. The findings of this study raise concerns about the equity and financial protection objectives of universal health coverage in OECD countries.

Indexed as

Health ExpendituresOrganisation for Economic Co-Operation and DevelopmentFinancing, PersonalHumansPrivate SectorUniversal Health InsuranceOECD countriesPrivate health expendituresPublic fiscal conditionsUniversal health coverage

Identifiers

PMID38777959
PMCPMC11445278

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.