| Literature DB >> 26188439 |
Artur Pokropek1, Joanna Sikora2.
Abstract
We demonstrate how genetically informed designs can be applied to administrative exam data to study academic achievement. ACE mixture latent class models have been used with Year 6 and 9 exam data for seven cohorts of Polish students which include 24,285 pairs of twins. Depending on a learning domain and classroom environment history, from 58% to 88% of variance in exam results is attributable to heritability, up to 34% to shared environment and from 8% to 15% depends on unique events in students' lives. Moreover, between 54% and 66% of variance in students' learning gains made between Years 6 and 9 is explained by heritability. The unique environment accounts for between 34% and 46% of that variance. However, we find no classroom effects on student progress made between Years 6 and 9. We situate this finding against the view that classroom peer groups and teachers matter for adolescent learning.Entities:
Keywords: Administrative exam data; Genetically informed designs; Heritability in education; Latent-class modeling; Twin studies
Mesh:
Year: 2015 PMID: 26188439 DOI: 10.1016/j.ssresearch.2015.05.005
Source DB: PubMed Journal: Soc Sci Res ISSN: 0049-089X