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超越智商:外向性的价值日益上升

Beyond IQ: The Rising Value of Extraversion
Journal of Labor Economics · 2026 · Ramin Izadi、Joonas Tuhkuri

中文摘要

本文利用2001年至2015年间约50万名芬兰男性的数据,分析劳动力市场对心理特质回报的变化趋势。认知技能的价值下降,而非认知技能的价值上升。我们的新发现表明,外向性推动了这一上升,而尽责性则保持稳定。外向性回报的上升在收入较低者和处于就业边际的群体中最为明显。这些特质预示着不同的劳动力市场路径:外向性预示着较低的受教育程度和更多的工作经验,而认知能力和尽责性则带来更高的受教育程度和高薪工作。

Abstract

We analyze trends in labor market returns to psychological traits using data from half a million Finnish men from 2001 to 2015. Cognitive skills’ value declined, while noncognitive skills’ value increased. Our novel findings show that extraversion drives this rise, while conscientiousness remains stable. Extraversion’s rising returns are most pronounced for lower earners and those on the employment margin. These traits predict different labor market paths: extraversion predicts lower education and more work experience, while cognitive ability and conscientiousness lead to higher education and high-paying jobs.

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