Childhood personality and academic performance: A sibling fixed-effects study

IF 5 1区 心理学 Q1 Psychology
Andrea Constantinou, Tilmann von Soest, Henrik Daae Zachrisson, Fartein Ask Torvik, Rosa Cheesman, Eivind Ystrom
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Abstract

Objective

This study investigated the associations between personality traits at age 8 and academic performance between ages 10 and 14, controlling for family confounds.

Background

Many studies have shown links between children’s personality traits and their school performance. However, we lack evidence on whether these associations remain after genetic and environmental confounders are accounted for.

Method

Sibling data from the Norwegian Mother and Child Cohort Study (MoBa) were used (n = 9701). First, we estimated the overall associations between Big Five personality traits and academic performance, including literacy, numeracy, and foreign language. Second, we added sibling fixed effects to remove unmeasured confounders shared by siblings as well as rating bias.

Results

Openness to Experience (between-person β = 0.22 [95% CI: 0.21–0.24]) and Conscientiousness (between-person β = 0.18 [95% CI 0.16–0.20]) were most strongly related to educational performance. Agreeableness (between-person β = 0.06 [95% CI −0.08–0.04]) and Extraversion (between-person β = 0.02 [95% CI 0.00–0.04]) showed small associations with educational performance. Neuroticism had a moderate negative association (between-person β = −0.14 [95% CI −0.15–0.11]). All associations between personality and performance were robust to confounding: the within-family estimates from sibling fixed-effects models overlapped with the between-person effects. Finally, childhood personality was equally predictive of educational performance across ages and genders.

Conclusions

Although family background is influential for academic achievement, it does not confound associations with personality. Childhood personality traits reflect unbiased and consistent individual differences in educational potential.

Abstract Image

儿童性格与学业表现:兄弟姐妹固定效应研究。
目的:研究8岁儿童人格特征与10 ~ 14岁儿童学习成绩的关系。背景:许多研究表明儿童的性格特征和他们在学校的表现之间存在联系。然而,我们缺乏证据表明,在考虑了遗传和环境混杂因素后,这些关联是否仍然存在。方法:使用来自挪威母婴队列研究(MoBa)的兄弟姐妹数据(n = 9701)。首先,我们估计了五大人格特征与学习成绩(包括读写、计算和外语)之间的总体联系。其次,我们增加了兄弟姐妹固定效应,以消除兄弟姐妹共有的未测量混杂因素以及评级偏差。结果:经验开放性(人与人之间的β = 0.22 [95% CI: 0.21-0.24])和责任心(人与人之间的β = 0.18 [95% CI 0.16-0.20])与学习成绩的关系最为密切。宜人性(人与人之间的β = 0.06 [95% CI -0.08-0.04])和外向性(人与人之间的β = 0.02 [95% CI 0.00-0.04])与学习成绩有较小的相关性。神经质有中度负相关(between-person β = -0.14 [95% CI -0.15-0.11])。性格和表现之间的所有联系都是稳健的,不存在混淆:兄弟姐妹固定效应模型的家庭内部估计与人与人之间的影响重叠。最后,童年时期的性格对不同年龄和性别的学习成绩具有同样的预测作用。结论:虽然家庭背景对学业成绩有影响,但它并不混淆与个性的关联。儿童时期的人格特征反映了教育潜力上的不偏不倚和一致的个体差异。
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来源期刊
Journal of Personality
Journal of Personality PSYCHOLOGY, SOCIAL-
CiteScore
9.60
自引率
6.00%
发文量
100
期刊介绍: Journal of Personality publishes scientific investigations in the field of personality. It focuses particularly on personality and behavior dynamics, personality development, and individual differences in the cognitive, affective, and interpersonal domains. The journal reflects and stimulates interest in the growth of new theoretical and methodological approaches in personality psychology.
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