Evidence map›Paper›PMID 41212432›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2026

Educational gradient in physiological risk factors in a workplace: a decomposition analysis of biomarkers.

Toshiaki Aizawa

Abstract read
PubMed Publisher
In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2026. 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
–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

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

1 author.

Toshiaki AizawaGraduate School of Economics and Business, Hokkaido University, North 9, West 7, Kita-ku, Sapporo, 060-0809, Hokkaido, Japan. toshiaki.aizawa@econ.hokudai.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study explores the educational inequality in a workplace in Japan in relation to the physiological risk factors. It investigates the difference in the prevalence rates of being overweight, hypertensive, dyslipidemic or diabetic between male employees who have undergone university education and those who have not. Combining the mandatory annual health check-up data, annual stress check survey data and personnel data (total sample size=7,428), this study conducts a decomposition analysis to identify the major contributing factors to the inequality and it measures the extent to which the observed between-group disparity is associated with the differences in observable characteristics. For all four conditions, significant disparities are observed between the groups. Between-group differences pertaining to alcohol consumption, smoking behaviours, job positions, psychological stress and family structure are the major significant contributing factors behind the between-group disparities in health. The results indicate that, along with a universal health-promoting approach, additional efforts to support less educated employees should be initiated to mitigate the health inequality.

Indexed as

Educational StatusHealth Status DisparitiesWorkplaceAdultAlcohol DrinkingBiomarkersDiabetes MellitusDyslipidemiasHealth BehaviorHumansHypertensionJapanMaleMiddle AgedOverweightRisk FactorsBiomarkersBiomarkersChronic conditionsEducational gradientsHealth inequalityHealth-related behaviours

Identifiers

What OpenQuestion holds

Textmetadata
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.