IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/6658.html
   My bibliography  Save this paper

Estimating the effects of credit constraints on productivity of Peruvian agriculture

Author

Listed:
  • Woutersen, Tiemen
  • Khandker, Shahidur R.

Abstract

This paper proposes an estimator for the endogenous switching regression models with fixed effects. The estimator allows for endogenous selection and for conditional heteroscedasticity in the outcome equation. Applying the estimator to a dataset on the productivity in agriculture substantially changes the conclusions compared to earlier analysis of the same dataset. This paper proposes an estimator for the endogenous switching re-gression models with fixed effects. The estimator allows for endogenous selection and for conditional heteroscedasticity in the outcome equation. Applying the estimator to a dataset on the productivity in agriculture substantially changes the conclusions compared to earlier analysis of the same dataset.

Suggested Citation

  • Woutersen, Tiemen & Khandker, Shahidur R., 2013. "Estimating the effects of credit constraints on productivity of Peruvian agriculture," Policy Research Working Paper Series 6658, The World Bank.
    • Handle: RePEc:wbk:wbrwps:6658
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2013/10/16/000158349_20131016164014/Rendered/PDF/WPS6658.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gershon Feder & Lawrence J. Lau & Justin Y. Lin & Xiaopeng Luo, 1990. "The Relationship between Credit and Productivity in Chinese Agriculture: A Microeconomic Model of Disequilibrium," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(5), pages 1151-1157.
    2. Charlier, Erwin & Melenberg, Bertrand & van Soest, Arthur, 2001. "An analysis of housing expenditure using semiparametric models and panel data," Journal of Econometrics, Elsevier, vol. 101(1), pages 71-107, March.
    3. Gershon Feder & Tongroj Onchan & Tejaswi Raparla, 1988. "Collateral, Guaranties and Rural Credit in Developing Countries: Evidence from Asia," Agricultural Economics, International Association of Agricultural Economists, vol. 2(3), pages 231-245, November.
    4. 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.
    5. Ekaterini Kyriazidou, 1997. "Estimation of a Panel Data Sample Selection Model," Econometrica, Econometric Society, vol. 65(6), pages 1335-1364, November.
    6. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    7. Adamchik, Vera A. & Bedi, Arjun S., 2000. "Wage differentials between the public and the private sectors: evidence from an economy in transition," Labour Economics, Elsevier, vol. 7(2), pages 203-224, March.
    8. 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.
    9. Joseph G. Altonji & Rosa L. Matzkin, 2005. "Cross Section and Panel Data Estimators for Nonseparable Models with Endogenous Regressors," Econometrica, Econometric Society, vol. 73(4), pages 1053-1102, July.
    10. Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-433, June.
    11. Catherine Guirkinger & Stephen R. Boucher, 2008. "Credit constraints and productivity in Peruvian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 295-308, November.
    12. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    13. Stephen R. Boucher & Catherine Guirkinger & Carolina Trivelli, 2009. "Direct Elicitation of Credit Constraints: Conceptual and Practical Issues with an Application to Peruvian Agriculture," Economic Development and Cultural Change, University of Chicago Press, vol. 57(4), pages 609-640, July.
    14. Christian Dustmann & María Engracia Rochina-Barrachina, 2007. "Selection correction in panel data models: An application to the estimation of females' wage equations," Econometrics Journal, Royal Economic Society, vol. 10(2), pages 263-293, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wainaina, P. & Njagi, T. & Onyango, K., 2018. "Credit constraints, off-farm participation and productivity; case of Kenyan rural sector," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277050, International Association of Agricultural Economists.
    2. Balana, B. B. & Mekonnen, D. & Haile, B. & Hagos, Fitsum & Yimam, S. & Ringler, C., 2022. "Demand and supply constraints of credit in smallholder farming: evidence from Ethiopia and Tanzania," Papers published in Journals (Open Access), International Water Management Institute, pages 159:106033..
    3. Jun, Cai & Shan, Liang, 2023. "Financial deepening and the development of industrial integration in poverty-eliminated counties," Finance Research Letters, Elsevier, vol. 58(PB).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Murtazashvili, Irina & Wooldridge, Jeffrey M., 2016. "A control function approach to estimating switching regression models with endogenous explanatory variables and endogenous switching," Journal of Econometrics, Elsevier, vol. 190(2), pages 252-266.
    2. Emir Malikov & Diego A. Restrepo-Tobón & Subal C. Kumbhakar, 2018. "Heterogeneous credit union production technologies with endogenous switching and correlated effects," Econometric Reviews, Taylor & Francis Journals, vol. 37(10), pages 1095-1119, November.
    3. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    4. Federico Revelli, 2013. "Tax Mix Corners and Other Kinks," Journal of Law and Economics, University of Chicago Press, vol. 56(3), pages 741-776.
    5. Robert Jäckle & Oliver Himmler, 2010. "Health and Wages: Panel Data Estimates Considering Selection and Endogeneity," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    6. Moro, D. & Guastella, G. & Sckokai, P. & Veneziani, M., 2013. "The Capitalization of Area Payment into Land Rental Prices: Micro-evidence from Italy," 2013 Second Congress, June 6-7, 2013, Parma, Italy 149746, Italian Association of Agricultural and Applied Economics (AIEAA).
    7. Guastella, Gianni & Moro, Daniele & Sckokai, Paolo & Veneziani, Mario, 2014. "The capitalization of area payments into land rental prices: a panel sample selection approach," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 186375, European Association of Agricultural Economists.
    8. Gianni Guastella & Daniele Moro & Paolo Sckokai & Mario Veneziani, 2018. "The Capitalisation of CAP Payments into Land Rental Prices: A Panel Sample Selection Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 688-704, September.
    9. Malikov, Emir & Kumbhakar, Subal C., 2014. "A generalized panel data switching regression model," Economics Letters, Elsevier, vol. 124(3), pages 353-357.
    10. Chirok Han & Goeun Lee, 2017. "Efficient Estimation of Linear Panel Data Models with Sample Selection and Fixed Effects," Discussion Paper Series 1707, Institute of Economic Research, Korea University.
    11. Pouliakas, Konstantinos & Panos, Georgios & Zangelidis, Alexandros, 2009. "The Inter-Related Dynamics of Dual Job Holding, Human Capital and Occupational Choice," MPRA Paper 16859, University Library of Munich, Germany.
    12. Reyes, Alvaro & Lensink, Robert & Kuyvenhoven, Arie & Moll, Henk, 2012. "Impact of Access to Credit on Farm Productivity of Fruit and Vegetable Growers in Chile," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126217, International Association of Agricultural Economists.
    13. Sergi Jiménez-Martín & José M. Labeaga & Majid al Sadoon, 2020. "Consistent estimation of panel data sample selection models," Working Papers 2020-06, FEDEA.
    14. Jia, Lili, 2012. "Land fragmentation and off-farm labor supply in China," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 66, number 66.
    15. Alyssa Carlson & Riju Joshi, 2024. "Sample selection in linear panel data models with heterogeneous coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(2), pages 237-255, March.
    16. Giulia Bettin & Riccardo Lucchetti & Claudia Pigini, 2016. "State dependence and unobserved heterogeneity in a double hurdle model for remittances: evidence from immigrants to Germany," Mo.Fi.R. Working Papers 127, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    17. Balana, B. B. & Mekonnen, D. & Haile, B. & Hagos, Fitsum & Yimam, S. & Ringler, C., 2022. "Demand and supply constraints of credit in smallholder farming: evidence from Ethiopia and Tanzania," Papers published in Journals (Open Access), International Water Management Institute, pages 159:106033..
    18. Malikov, Emir & Kumbhakar, Subal C. & Sun, Yiguo, 2016. "Varying coefficient panel data model in the presence of endogenous selectivity and fixed effects," Journal of Econometrics, Elsevier, vol. 190(2), pages 233-251.
    19. Sungwon Lee, 2020. "Nonparametric Identification and Estimation of Panel Quantile Models with Sample Selection," Working Papers 2012, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    20. Arcand, Jean-Louis & Ai, Chunrong & Ethier, Francois, 2007. "Moral hazard and Marshallian inefficiency: Evidence from Tunisia," Journal of Development Economics, Elsevier, vol. 83(2), pages 411-445, July.

    More about this item

    Keywords

    Economic Theory&Research; E-Business; Knowledge for Development; Econometrics; Labor Policies;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wbk:wbrwps:6658. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.