Institute of Behavioural Sciences, University of Helsinki, 00014 Helsinki, Finland.
Department of Economics, Aalto University School of Business, 00100 Helsinki, Finland.
Proc Natl Acad Sci U S A. 2017 Jun 20;114(25):6527-6532. doi: 10.1073/pnas.1609994114. Epub 2017 Jun 5.
Although trends in many physical characteristics and cognitive capabilities of modern humans are well-documented, less is known about how personality traits have evolved over time. We analyze data from a standardized personality test administered to 79% of Finnish men born between 1962 and 1976 ( = 419,523) and find steady increases in personality traits that predict higher income in later life. The magnitudes of these trends are similar to the simultaneous increase in cognitive abilities, at 0.2-0.6 SD during the 15-y window. When anchored to earnings, the change in personality traits amounts to a 12% increase. Both personality and cognitive ability have consistent associations with family background, but the trends are similar across groups defined by parental income, parental education, number of siblings, and rural/urban status. Nevertheless, much of the trends in test scores can be attributed to changes in the family background composition, namely 33% for personality and 64% for cognitive ability. These composition effects are mostly due to improvements in parents' education. We conclude that there is a "Flynn effect" for personality that mirrors the original Flynn effect for cognitive ability in magnitude and practical significance but is less driven by compositional changes in family background.
虽然现代人类的许多身体特征和认知能力的趋势都有详细的记录,但关于个性特征是如何随时间演变的,人们知之甚少。我们分析了对 1962 年至 1976 年间出生的 79%的芬兰男性(=419523 人)进行的标准化人格测试的数据,发现预测晚年收入较高的人格特质呈稳步上升趋势。这些趋势的幅度与认知能力的同时增长相似,在 15 年的时间窗口内增长了 0.2-0.6 个标准差。以收入为基准,人格特质的变化相当于增加了 12%。人格和认知能力都与家庭背景有一致的关联,但在按父母收入、父母教育程度、兄弟姐妹数量和城乡地位划分的群体中,这些趋势是相似的。尽管如此,测试分数的大部分趋势可以归因于家庭背景构成的变化,即人格的 33%和认知能力的 64%。这些构成效应主要归因于父母教育水平的提高。我们的结论是,个性存在“弗林效应”,其幅度和实际意义与认知能力的原始弗林效应相似,但受家庭背景构成变化的驱动较小。