Evidence map›Paper›PMID 41811654›Full record

ArticleJournal of epidemiology and global health2026

Education Expands the Gender Gap in Blood Pressure in China: Evidence from a Comparative Analysis of Birth Cohorts.

Jinjing Wu, Boshen Jiao, Jie Ma, Ruiyun Li, Jiaying Zhao

Abstract readComparative Study
In one paragraph

Article in Journal of epidemiology and global health, 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
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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

5 authors.

Jinjing WuAsian Demographic Research Institute, Shanghai University, No. 99 Shangda Road, Baoshan District, Shanghai, 200444, China.ORCID http://orcid.org/0000-0003-4678-0869
Boshen JiaoDepartment of Pharmaceutical and Health Economics, University of Southern California, Los Angeles, 90089, USA.ORCID http://orcid.org/0000-0001-7483-2115
Jie MaSchool of Social and Behavioral Sciences, Nanjing University, Nanjing, 210093, China.
Ruiyun LiSchool of Public Health, Nanjing Medical University, Nanjing, 210029, China. ruiyun.li@njmu.edu.cn.ORCID http://orcid.org/0000-0001-8927-9965
Jiaying ZhaoSchool of Demography, Australian National University, Canberra, 2601, Australia. zjy789@hotmail.com.

Funding

Shanghai Social Science Foundation 2020ESH003The Seeds Funding of Nanjing Medical University NMUR20220001
6 · The paper itself

Abstract

backgroundChina has witnessed a greater increase in blood pressure across successive birth cohorts, especially among men, suggesting a widening gender gap in cardiovascular risk profiles. The expanded access to education since the mid-20th century and its differential impact on men’s and women’s cardiovascular health suggest that education may play an important role in this widening gender gap—a topic that remains under-explored.

objectiveThis study assessed the mediating effect of education years in the association between birth cohorts and systolic/diastolic blood pressure and examined whether this mediating effect varied by gender.

methodsData from the China Health and Nutrition Survey (1991–2015) were analyzed using multilevel moderated mediation analysis among adults born between 1950 and 1975.

resultsOur estimates indicated that (1) education years had a greater increase among women across cohorts. (2) Higher education years were associated with lower systolic/diastolic blood pressure in women, whereas men did not exhibit similar benefits. (3) Consequently, education years mediated the association between cohorts and systolic/diastolic blood pressure differently by gender. More specifically, improving education years curbed the upward cohort trend in systolic/diastolic blood pressure among women but not among men.

conclusionsEducation partially accounts for the widening gender gap in systolic/diastolic blood pressure across cohorts in China. Ensuring educational opportunities could potentially improve cardiovascular health for women. Factors that hinder men from achieving comparable cardiovascular health benefits from increased education years warrant further research.

Indexed as

Blood PressureEducational StatusGender EquityHypertensionSex FactorsAdultAgedBirth CohortChinaFemaleHeart Disease Risk FactorsHumansLongitudinal StudiesMaleMediation AnalysisMiddle AgedBirth cohort; chinaBlood pressureCardiovascular healthEducationSex/gender

Identifiers

PMID41811654
PMCPMC12979702

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.