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Estimating the Effects of Credit Constraints on Productivity of Peruvian Agriculture

Author

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  • Tiemen Woutersen

    (Department of Economics, Eller College of Management, University of Arizona, P.O. Box 210108, Tucson, AZ 85721, USA)

  • Katherine Hauck

    (Department of Agricultural and Resource Economics, University of California at Davis, Davis, CA 95616, USA)

  • Shahidur R. Khandker

    (World Bank Group, 1818 H Street NW, Washington, DC 20433, USA
    International Food Policy Research Institute (IFPRI), Washington, DC 20005, USA)

Abstract

This paper proposes an estimator for the endogenous switching regression models with fixed effects. The decision to switch from one regime to the other may depend on unobserved factors, which would cause the state, such as being credit constrained, to be endogenous. Our estimator allows for this endogenous selection and for conditional heteroscedasticity in the outcome equation. Applying our estimator to a dataset on the productivity in agriculture substantially changes the conclusions compared to earlier analysis of the same dataset. Intuitively, the reason that our estimate of the impact of switching between states is smaller than previously estimated is that we captured the selection issue: switching between being credit constrained and credit unconstrained may be endogenous to farm production. In particular, we find that being credit constant has the substantial effect of reducing yield by 11%, but not the previously estimated very dramatic effect of reducing yield by 26%.

Suggested Citation

  • Tiemen Woutersen & Katherine Hauck & Shahidur R. Khandker, 2024. "Estimating the Effects of Credit Constraints on Productivity of Peruvian Agriculture," Econometrics, MDPI, vol. 12(4), pages 1-17, September.
    • Handle: RePEc:gam:jecnmx:v:12:y:2024:i:4:p:27-:d:1485852
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    References listed on IDEAS

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    1. Maddala, G S & Nelson, Forrest D, 1974. "Maximum Likelihood Methods for Models of Markets in Disequilibrium," Econometrica, Econometric Society, vol. 42(6), pages 1013-1030, November.
    2. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    3. Ekaterini Kyriazidou, 1997. "Estimation of a Panel Data Sample Selection Model," Econometrica, Econometric Society, vol. 65(6), pages 1335-1364, November.
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