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风险偏好测量的时间稳定性和收敛效度的系统评价与荟萃分析。

A systematic review and meta-analyses of the temporal stability and convergent validity of risk preference measures.

作者信息

Bagaïni Alexandra, Liu Yunrui, Kapoor Madlaina, Son Gayoung, Bürkner Paul-Christian, Tisdall Loreen, Mata Rui

机构信息

Faculty of Psychology, University of Basel, Basel, Switzerland.

Department of Psychology, University of Bern, Bern, Switzerland.

出版信息

Nat Hum Behav. 2025 Apr;9(4):700-712. doi: 10.1038/s41562-024-02085-2. Epub 2025 Jan 27.

Abstract

Understanding whether risk preference represents a stable, coherent trait is central to efforts aimed at explaining, predicting and preventing risk-related behaviours. We help characterize the nature of the construct by adopting a systematic review and individual participant data meta-analytic approach to summarize the temporal stability of 358 risk preference measures (33 panels, 57 samples, 579,114 respondents). Our findings reveal noteworthy heterogeneity across and within measure categories (propensity, frequency and behaviour), domains (for example, investment, occupational and alcohol consumption) and sample characteristics (for example, age). Specifically, while self-reported propensity and frequency measures of risk preference show a higher degree of stability than behavioural measures, these patterns are moderated by domain and age. Crucially, an analysis of convergent validity reveals a low agreement across measures, questioning the idea that they capture the same underlying phenomena. Our results raise concerns about the coherence and measurement of the risk preference construct.

摘要

了解风险偏好是否代表一种稳定、连贯的特质,对于解释、预测和预防与风险相关行为的努力至关重要。我们采用系统综述和个体参与者数据荟萃分析方法,总结358项风险偏好测量指标(33个面板、57个样本、579,114名受访者)的时间稳定性,以帮助刻画该构念的本质。我们的研究结果显示,在测量类别(倾向、频率和行为)、领域(如投资、职业和酒精消费)和样本特征(如年龄)之间及内部存在显著的异质性。具体而言,虽然自我报告的风险偏好倾向和频率测量指标比行为测量指标表现出更高程度的稳定性,但这些模式会受到领域和年龄的调节。至关重要的是,对收敛效度的分析显示,各测量指标之间的一致性较低,这对它们捕捉相同潜在现象的观点提出了质疑。我们的结果引发了对风险偏好构念的连贯性和测量的担忧。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3df1/12018263/30747fa34f58/41562_2024_2085_Fig1_HTML.jpg

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