ArticleInternational journal of health economics and management2022
Does an upward intergenerational educational spillover effect exist? The effect of children's education on Chinese parents' health.
Article in International journal of health economics and management, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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.
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.
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Who cites it
2 citing papers in PubMed, 4 citations in OpenAlex.
- Interrogating Theories and Mechanisms Underlying Educational Inequities in Diet Quality.The Journal of nutrition · 2025Review
- Offspring Education and Parents' COVID-19 Vaccination.Research on agingArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundResearch on the presence of an upward spillover effect of children's education on parental health is rapidly developing. However, there are certain differences in the conclusions of relevant studies, and no consistent viewpoint has been reached.
methodsUsing the exogenous differences in education generated by the expansion of higher education enrollment that China implemented as a reform in 1999, we analyze this issue by studying the effect of children's higher education on their parents' health.
resultsThe instrumental variable (IV) estimation results show that children who received higher education have a significant and positive effect on the physical health of their parents. Compared with the ordinary least squares (OLS) estimation results, the coefficient of the effect of children receiving higher education is larger in the IV estimation.
conclusionsChildren's education can generate a significant active effect on parental health, affecting parental physical health via its effect on parental health cognition and health behaviors. Based on heterogeneity analyses, the effect of a son's education on parental health is more significant than the effect of a daughter's education, and among rural children, higher education has a more significant effect on parental health.
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Registered trials
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.