ERIC Number: EJ1431662
Record Type: Journal
Publication Date: 2023
Pages: 11
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: EISSN-2056-7936
Available Date: N/A
The Relationship of School Performance with Self-Control and Grit Is Strongly Genetic and Weakly Causal
Sofieke T. Kevenaar; Elsje van Bergen; Albertine J. Oldehinkel; Dorret I. Boomsma; Conor V. Dolan
npj Science of Learning, v8 Article 53 2023
The non-cognitive skills self-control and grit are often considered predictors of school performance, but whether this relationship is causal remains unclear. We investigated the causality of this association using a twin design. Specifically, we evaluated the direct impact of self-control and grit on school performance, while controlling for genetic or environmental influences common to all three traits (i.e., confounding). Teachers of 4891 Dutch 12-year-old twin pairs (of which 3837 were complete pairs) completed a survey about school performance (school grades), self-control (ASEBA self-control scale), and the perseverance aspect of grit. Our analysis aimed to determine the direct impact of self-control and grit on school performance, while simultaneously controlling for genetic or environmental confounding. Establishing the regression relationship corrected for confounding supports the interpretation of the regression relationship as causal. In all analyses, we corrected for sex, rater bias of the teachers, and parental socioeconomic status. Initially, in the standard regression, self-control, and grit explained 28.4% of the school performance variance. However, allowing for genetic confounding (due to genetic pleiotropy) revealed that most of this association could be attributed to genetic influences that the three traits share. In the presence of genetic pleiotropy, the phenotypic regression of school performance on self-control and grit accounted for only 4.4% (i.e., the effect size association with the causal hypothesis). In conclusion, self-control and grit predict school performance primarily due to genetic pleiotropy, with a much smaller causal effect (R[superscript 2] = 4.4%). This suggests that interventions targeting self-control and grit alone may yield limited improvements in school performance.
Descriptors: Correlation, Academic Achievement, Genetics, Personality Traits, Resilience (Psychology), Self Control, Grades (Scholastic), Attribution Theory, Teacher Attitudes, Gender Differences, Social Bias, Socioeconomic Status, Predictor Variables, Environmental Influences, Twins, Rating Scales, Self Evaluation (Individuals), Foreign Countries
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
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Authoring Institution: N/A
Identifiers - Location: Netherlands
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Data File: URL: https://ntr-data-request.psy.vu.nl/
Author Affiliations: N/A