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早期儿童人力资本与投资的计量经济学

The Econometrics of Early Childhood Human Capital and Investments
Annual Review of Economics · 2021 · Flávio Cunha、Eric Nielsen、Benjamin Williams

中文摘要

本文综述了儿童早期人力资本与投资计量经济学的最新进展。我们首先讨论测试分数缺乏基数性的问题、该问题为何对人力资本实证研究至关重要,以及研究者用以解决这一问题的方法。接着,我们讨论文献如何处理人力资本与投资测量中的误差。随后,我们聚焦于人力资本生产函数的估计。我们提出生产函数的两种不同设定,并讨论在何种情况下使用其中一种而非另一种。我们描述了研究者如何处理基数性、测量误差以及投入的内生性,以估计技能形成技术。最后,我们评估了迄今为止的研究工作,并指出该领域新研究方向的机会。

Abstract

This article reviews recent developments in the econometrics of early childhood human capital and investments. We start with a discussion about the lack of cardinality in test scores, the reasons it matters for empirical research on human capital, and the approaches researchers have used to address this problem. Next, we discuss how the literature has accounted for the errors in human capital measurements and investments. Then, we focus on the estimation of production functions of human capital. We present two different specifications of the production function and discuss when to use one versus the other. We describe how researchers have addressed cardinality, measurement errors, and endogeneity of inputs to estimate the technology of skill formation. Finally, we take stock of the work to date, and we identify opportunities for new research directions in this field.
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