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用“三大”问题衡量金融素养:为何有效

Measuring Financial Literacy with the Big Three: Why It Works
NBER Working Papers · 2026 · Tim Kaiser、Annamaria Lusardi、Olivia S. Mitchell、Luis Oberrauch

中文摘要

本文考察为何被广泛使用的"三大"金融素养指数(Big Three financial literacy index)能提供可靠的金融素养测度。我们运用项目反应理论(IRT)框架,估计题项难度和区分度参数,并开展元分析,以评估这些特性在不同数据集和国家间的稳定性。结果证实了该量表的效度和信度,其题项特征在不同人群和情境下保持稳定。我们未发现不同人口统计子群体或国家之间存在测量差异的证据。与更长的"五大"量表(Big Five scale)相比,"三大"指数在测量金融素养和预测金融行为方面表现相近。

Abstract

This paper investigates why the widely-used Big Three financial literacy index provides a reliable measure of financial literacy. Using an Item Response Theory framework, we estimate item difficulty and discrimination parameters and conduct a meta analysis to assess the stability of these properties across datasets and countries. Results confirm the scale's validity and reliability, with item characteristics that remain stable across populations and settings. We find no evidence of measurement differences across demographic subgroups or countries. Compared to the longer Big Five scale, the Big Three index performs similarly in measuring financial literacy and predicting financial behaviors.
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