Deutschmann Georg Karl, Becker Michael, Wu Yi-Jhen
Center for Research on Education and School Development, TU Dortmund University, 44227 Dortmund, Germany.
DIPF | Leibniz Institute for Research and Information in Education, 60323 Frankfurt, Germany.
J Intell. 2025 Mar 6;13(3):32. doi: 10.3390/jintelligence13030032.
What shapes (occupational) success in later life? This study examines the differential importance of intelligence in late childhood, socioeconomic background, and education across later occupations. The quantity and quality of educational success are thought to mediate the other dimensions. We analyzed data from = 4387 participants in a German longitudinal large-scale study in multiple regression and mediation models to examine how childhood intelligence and socioeconomic background predict income and occupational status at different career stages. Both childhood intelligence and socioeconomic background predict status and income in adulthood, with childhood intelligence being the stronger predictor. However, education is an even stronger predictor and-once included in the model-mediates virtually all effects of childhood intelligence and socioeconomic background. This pattern remains stable across career stages, and education has unique effects on income and occupational status in later work life, even when controlling for work experience. Our results emphasize the pivotal role of education in transitioning to the labor market and further development at work, even at later career stages. Given the stronger link between childhood intelligence and educational success in Germany than in other countries, we find that Germany is one of the more intelligence-driven systems.
什么塑造了(职业)晚年的成功?本研究考察了童年晚期的智力、社会经济背景和教育在不同后期职业中的不同重要性。教育成功的数量和质量被认为在其他维度中起中介作用。我们在多元回归和中介模型中分析了来自德国一项纵向大规模研究的4387名参与者的数据,以检验童年智力和社会经济背景如何预测不同职业阶段的收入和职业地位。童年智力和社会经济背景都能预测成年后的地位和收入,其中童年智力是更强的预测因素。然而,教育是一个更强的预测因素,一旦纳入模型,它几乎能中介童年智力和社会经济背景的所有影响。这种模式在不同职业阶段保持稳定,即使在控制工作经验的情况下,教育在后期工作生活中对收入和职业地位也有独特影响。我们的研究结果强调了教育在向劳动力市场过渡以及工作中进一步发展(即使在后期职业阶段)的关键作用。鉴于在德国,童年智力与教育成功之间的联系比其他国家更强,我们发现德国是一个受智力驱动程度较高的体系之一。