ScholarGate
Assistente

Confronta i metodi

Esamina i metodi selezionati fianco a fianco; le righe che differiscono sono evidenziate.

Studio di Associazione Genome-Wide nella Ricerca Educativa×Randomizzazione Mendeliana×
CampoBioinformaticaInferenza causale
FamigliaProcess / pipelineRegression model
Anno di origine2013 (first large-scale educational attainment GWAS); refined through major studies in 2016, 2018, 20221997
IdeatoreSocial Science Genetic Association Consortium (SSGAC); Rietveld et al. 2013 pioneered educational attainment GWASGeorge Davey Smith
TipoQuantitative genomic association analysisGenetic instrumental variable framework
Fonte seminaleOkbay, A., Turley, P., Georgios, K., et al. (2022). Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals. Nature Genetics, 54(4), 437–449. link ↗Davey Smith, G., & Hemani, G. (2014). Mendelian randomization: genetic anchors for causal inference in epidemiological studies. Human Molecular Genetics, 23(R1), R89-R98. DOI ↗
AliasGWAS in education, educational GWAS, GWAS for cognitive traits, genomic study of educational attainmentMR
Correlati12
SintesiA genome-wide association study (GWAS) applied to educational research scans millions of single-nucleotide polymorphisms (SNPs) across the human genome to identify genetic variants statistically associated with educational outcomes such as years of schooling, degree attainment, or cognitive test scores. Large consortia — most prominently the Social Science Genetic Association Consortium — have conducted landmark studies in hundreds of thousands to millions of individuals, establishing GWAS as the principal genomic tool for understanding the heritable architecture of educational phenotypes.Mendelian randomization is a method for estimating causal effects of exposures on outcomes using genetic variants as instrumental variables. Introduced by George Davey Smith in the 1990s, it exploits Mendel's law of segregation to remove confounding bias. It has become a cornerstone technique in epidemiological causal inference.
ScholarGateInsieme di dati
  1. v1
  2. 2 Fonti
  3. PUBLISHED
  1. v1
  2. 3 Fonti
  3. PUBLISHED

Vai alla ricerca Scarica le diapositive

ScholarGateConfronta i metodi: Genome-wide association study in educational research · Mendelian Randomization. Consultato il 2026-06-18 da https://scholargate.app/it/compare