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Updated: Apr 17, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Child height, health and human capital: Evidence using genetic markers
Stephanie von Hinke Kessler Scholder1, George Davey Smith2, Debbie A Lawlor2
1Department of Economics and Related Studies, University of York, Heslington, York YO10 5DD, UK ; CMPO, University of Bristol, 2 Priory Road, Bristol BS8 1TX, UK.
This study investigates if being taller causes better life outcomes. Genetic analysis reveals that while height may improve cognitive performance in girls, it can also increase behavioral issues in children.
Area of Science:
- Human genetics
- Developmental psychology
- Behavioral science
Background:
- Height is often linked to positive life outcomes.
- The causal relationship between height and these outcomes remains unclear.
- Unobserved factors may confound observational studies.
Purpose of the Study:
- To determine if child/adolescent height causally affects academic performance, IQ, self-esteem, depression, and behavioral problems.
- To differentiate between observational associations and causal effects.
- To explore sex-specific effects of height on various outcomes.
Main Methods:
- Utilized genetic variants as instrumental variables (IV) to address unobserved confounding.
- Employed Ordinary Least Squares (OLS) regression for initial association analysis.
- Examined a comprehensive set of developmental and academic outcomes.
Main Results:
- OLS analysis indicated taller children have higher IQ, better academic performance, and fewer behavioral problems.
- IV analysis showed taller girls, but not boys, exhibit enhanced cognitive performance.
- Contrary to OLS, IV results suggested increased height may lead to more behavioral problems.
Conclusions:
- The association between height and positive outcomes is not entirely causal.
- Height's causal impact varies by outcome and sex.
- Genetic instrumental variable analysis provides crucial insights into complex developmental relationships.
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