Evidence map›Paper›PMID 39773624›Full record

ArticleBMC oral health2025

Examining associations between oral cancer mortality and economic development of 13 European countries: an ecological and correlational study.

Klára Boruzs, Eszter Barbara Bán, Viktor Dombrádi, Gábor Bányai, Gergő József Szőllősi, Klára Bíró

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Article in BMC oral health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

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

1 citing paper 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

6 authors.

Klára Boruzs *Institute of Health Economics and Management, Faculty of Economicsand Business, University of Debrecen, Debrecen, Hungary. boruzs.klara@econ.unideb.hu.
Eszter Barbara Bán *Oro-Maxillofacial Surgery and Stomatology Clinic, Health Care Service Units, Clinics University of Debrecen Clinical Center, University of Debrecen, Debrecen, Hungary.
Viktor DombrádiInstitute of Health Economics and Management, Faculty of Economicsand Business, University of Debrecen, Debrecen, Hungary.
Gábor BányaiInstitute of Health Economics and Management, Faculty of Economicsand Business, University of Debrecen, Debrecen, Hungary.
Gergő József SzőllősiCoordination Center for Research in Social Sciences, Faculty of Economics and Business, University of Debrecen, Debrecen, Hungary.
Klára BíróInstitute of Health Economics and Management, Faculty of Economicsand Business, University of Debrecen, Debrecen, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer is a significant public health issue all over the world. The diagnosis, treatment and follow-up of cancer patients are a huge health, economic and social burden for societies. The link between the state of health of a country and its economic performance has been proven by numerous studies. The aim of this study was to examine the age-standardized death rate of oral cancer in relation to the economic development of 13 European countries.

methodsAggregated data were collected from the European Health for All (HFA-DB) database until 2019 and analysed using second degree polynomial functions and correlation analyses, followed by time-series analysis involving vector autoregressive models.

resultsWe found that in 10 of the 13 surveyed countries, the age-standardized death rate of oral cancer initially increased with GDP growth and then showed a downward trend above a certain level of economic development. Austria had a weak but significant positive effect with the second lag of GDP, Hungary had a significant negative effect with the first lag of GDP, and Italy had a significant negative effect with the second lag of GDP. In most cases, both the first and second lags of GDP changes were not statistically significant, indicating that short-term fluctuations in GDP do not directly influence changes in oral cancer mortality rates. Overall, while there are clear long-term associations between GDP and oral cancer mortality rates, the immediate causal effects of GDP changes on mortality rates are limited, suggesting that other factors and longer-term dynamics could play a more crucial role in this relationship.

conclusionsAn increase in a country's economic development alone does not guarantee a decrease in the number of oral cancer patients. Therefore, in order to reduce the number of cases of oral cancer, strengthening education and prevention are essential.

Indexed as

Economic DevelopmentMouth NeoplasmsEuropeGross Domestic ProductHumansMaleMortalityEconomic developmentGDPOral cancerOral cancer prevalenceOral health

Identifiers

PMID39773624
PMCPMC11705655

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