Department of Economics and VERA, University "Ca' Foscari", Venezia, Italy.
Department of Economics, University of Messina, Messina, Italy.
PLoS One. 2021 Nov 3;16(11):e0258586. doi: 10.1371/journal.pone.0258586. eCollection 2021.
Despite several attempts to provide a definite pattern regarding the effects of personality traits on performance in higher education, the debate over the nature of the relationship is far from being conclusive. The use of different subject pools and sample sizes, as well as the use of identification strategies that either do not adequately account for selection bias or are unable to establish causality between measures of academic performance and noncognitive skills, are possible sources of heterogeneity. This paper investigates the impact of the Big Five traits, as measured before the beginning of the academic year, on the grade point average achieved in the first year after the enrolment, taking advantage of a unique and large dataset from a cohort of Italian students in all undergraduate programs containing detailed information on student and parental characteristics. Relying on a robust strategy to credibly satisfy the conditional independence assumption, we find that higher levels of conscientiousness and openness to experience positively affect student score.
尽管人们曾多次试图为个性特征对高等教育表现的影响提供明确的模式,但关于这种关系本质的争论还远未得出结论。使用不同的主体池和样本大小,以及使用要么不能充分考虑选择偏差,要么不能在学术表现和非认知技能衡量之间建立因果关系的识别策略,都可能是异质性的来源。本文利用来自意大利所有本科专业学生队列的独特且庞大的数据集,该数据集包含有关学生和家长特征的详细信息,研究了在学年开始前测量的五大特质对入学后第一年平均绩点的影响。通过使用一种可靠的策略来可信地满足条件独立性假设,我们发现,更高的责任心和对经验的开放性会对学生成绩产生积极影响。