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교육 연구에서의 후성유전체 전장 연관 분석×매개 분석×
분야생물정보학통계학
계열Process / pipelineHypothesis test
기원 연도EWAS framework ~2011; educational applications ~2017–present1986
창시자Rakyan, Down, Balding, and Beck (framework); applied to educational outcomes by Marioni, McCartney, and collaboratorsBaron & Kenny
유형Observational epigenomic association designIndirect effects / path test
원전Rakyan, V. K., Down, T. A., Balding, D. J., & Beck, S. (2011). Epigenome-wide association studies for common human diseases. Nature Reviews Genetics, 12(8), 529–541. DOI ↗Baron, R. M. & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. link ↗
별칭EWAS of educational attainment, educational EWAS, epigenetic association study, EWASindirect effects analysis, path-based mediation, PROCESS macro mediation, Aracılık Analizi (Mediation / PROCESS)
관련35
요약An epigenome-wide association study (EWAS) applied to educational research scans DNA methylation levels at hundreds of thousands of CpG sites across the genome to identify loci whose methylation is statistically associated with educational attainment, cognitive ability, or related learning outcomes. By linking blood- or saliva-derived methylation profiles with school records or psychometric scores, EWAS offers a molecular window into how biological and environmental exposures may shape educationally relevant traits across the lifespan.Mediation analysis is a statistical procedure that tests whether the effect of an independent variable X on an outcome Y operates wholly or partly through a third variable M, called the mediator. Formalised by Baron and Kenny in 1986, it decomposes the total effect of X on Y into a direct path (c′) and an indirect path (a × b), quantifying how much of the relationship is carried by the mediating mechanism.
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ScholarGate방법 비교: Epigenome-wide association study in educational research · Mediation Analysis. 2026-06-19에 다음에서 검색함: https://scholargate.app/ko/compare