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Econometrica Vol. 91 No. 5 2023

Selection Into Credit Markets: Evidence From Agriculture in Mali

Lori Beaman1; Dean Karlan2,3,4,5; Bram Thuysbaert6; Christopher Udry1

1 Department of Economics, Northwestern University · 2 Kellogg School of Management, Northwestern University · 3 IPA · 4 J-PAL · 5 NBER · 6 FMO - Dutch Development Bank

open access

Abstract

We use a two‐stage experiment on agricultural lending in Mali to test whether selection into lending is predictive of heterogeneous returns to capital. Understanding this heterogeneity, and the selection process which reveals it, is critical for guiding modeling of credit markets in developing countries, as well as for policy. We find such heterogeneity: returns to capital are higher for farmers who borrow than for those who do not. In our first stage, we offer loans in some villages and not others. In the second stage, we provide cash grants to a random subset of all farmers in villages where no loans were offered, and to a random subset of the farmers who do not borrow in villages where loans were offered. We estimate seasonal returns to the grant of 130% for would‐be borrowers, whereas we find returns near zero for the sample representative of non‐borrowers. We also provide evidence that there are some farmers—particularly those that are poor at baseline—that have high returns but do not receive a loan.

DOI
10.3982/ecta18916
Volume
91
Issue
5
Pages
1595-1627
Language
en
Sources
openalex crossref bibtex:phds-export.bib

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