Hufer-Thamm Anke, Starr Alexandra, Steinmayr Ricarda
Faculty of Psychology, Technical University Dortmund, 44227 Dortmund, Germany.
Department of Education, University of York, York YO10 5DD, UK.
J Intell. 2023 Feb 25;11(3):45. doi: 10.3390/jintelligence11030045.
Fluid intelligence and conscientiousness are the most important predictors of school grades. In addition to this main effect, researchers have suggested that the two traits might also interact with each other in the prediction of school success. A synergistic and a compensatory form of interaction have been suggested, but past evidence has been mixed so far. Most previous studies on this subject have been cross-sectional and many of them focused on older adolescents or adults in upper secondary school or university. We thus investigated the main and interaction effects of fluid intelligence and conscientiousness on school grades in math and German in a longitudinal sample of 1043 German students from age 11 to 15 years. Results from latent growth curve models with latent interaction terms showed a small compensatory interaction effect for baseline levels of math grades but not for their development. No interaction effect was found for German grades. These findings are discussed against the background that (synergistic) interaction effects between intelligence and conscientiousness might be more relevant in older students from higher secondary school or university context.
流体智力和尽责性是学业成绩最重要的预测因素。除了这一主要影响外,研究人员还提出,这两种特质在预测学业成功方面可能也会相互作用。有人提出了一种协同和一种补偿性的相互作用形式,但到目前为止,以往的证据并不一致。此前关于这个主题的大多数研究都是横断面研究,其中许多研究关注的是年龄较大的青少年或高中或大学的成年人。因此,我们在一个由1043名11至15岁德国学生组成的纵向样本中,研究了流体智力和尽责性对数学和德语学业成绩的主要影响和相互作用。带有潜在交互项的潜在增长曲线模型结果显示,数学成绩基线水平存在较小的补偿性交互效应,但对其发展不存在补偿性交互效应。未发现德语成绩有交互效应。这些发现是在这样的背景下进行讨论的,即智力和尽责性之间的(协同)交互效应可能在高中或大学的年龄较大的学生中更为相关。