How Important Are Endogenous Peer Effects in Group Lending? Estimating a Static Game of Incomplete Information

Shanjun Li, Yanyan Liu, K. Deininger
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引用次数: 17

Abstract

We quantify the importance of endogenous peer effects in group lending programs by estimating a static game of incomplete information. Endogenous peer effects describe how one's behavior is affected by the behavior of her peers. Using a rich data set from a group lending program in India, our empirical analysis presents a robust finding of large peer effects. The benchmark model suggests that the probability of a member making a full repayment would be 11 percentage points higher if all the fellow members were to make full repayment compared with a scenario in which none of the other members repay in full. We find that peer effects would be overestimated without controlling for unobserved group heterogeneity and that inconsistencies exist in the estimated effects of other variables without modeling peer effects and unobserved heterogeneity.
群体借贷中的内生同伴效应有多重要?不完全信息静态博弈的估计
我们通过估计一个不完全信息的静态博弈,量化了群体借贷项目中内生同伴效应的重要性。内生同伴效应描述了一个人的行为如何受到同伴行为的影响。利用来自印度一个集团贷款项目的丰富数据集,我们的实证分析显示了巨大的同伴效应的有力发现。基准模型表明,如果所有其他成员都全额还款,那么与其他成员都不全额还款的情况相比,一个成员全额还款的概率将高出11个百分点。我们发现,如果不控制未观察到的群体异质性,同伴效应会被高估;如果不模拟同伴效应和未观察到的异质性,其他变量的估计效应存在不一致性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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