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Access to Credit, Factor Allocation and Farm Productivity: Evidence From the CEE Transition Economies

Author

Listed:
  • Jan Fałkowski

    (Faculty of Economic Sciences, University of Warsaw)

  • Pavel Ciaian

    (European Commission - Joint Research Centre (IPTS)
    Catholic University of Leuven (LICOS)
    Economics and Econometrics Research Institute (EERI))

  • d'Artis Kancs

    (European Commission - Joint Research Centre (IPTS)
    Catholic University of Leuven (LICOS)
    Economics and Econometrics Research Institute (EERI))

Abstract

This paper analyses how farm access to credit affects farm input allocation and farm efficiency in the CEE transition countries. Drawing on a unique farm level panel data with 37,409 observations and employing a matching estimator we are able to control for the key source of endogeneity – unoberserved heterogeneity. We find that farms are credit constrained both in the short-run as well as in the long-run, but that credit constraint is asymmetric between inputs. Our estimates suggest that farm access to credit increases TFP up to 1.9% per 1000 EUR of additional credit. The use of variable inputs and capital investment increases up to 2.3% and 29%, respectively, per 1000 EUR of additional credit. Due to credit-financed investment in labour-saving farm equipment, labour use reduces for low level of credit. Farms are found not to be credit constrained with respect to land.

Suggested Citation

  • Jan Fałkowski & Pavel Ciaian & d'Artis Kancs, 2009. "Access to Credit, Factor Allocation and Farm Productivity: Evidence From the CEE Transition Economies," Working Papers 2009-12, Faculty of Economic Sciences, University of Warsaw.
  • Handle: RePEc:war:wpaper:2009-12
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    References listed on IDEAS

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    1. Laure Latruffe & Sophia Davidova & Elodie Douarin & Matthew Gorton, 2010. "Farm Expansion in Lithuania after Accession to the EU: The Role of CAP Payments in Alleviating Potential Credit Constraints," Europe-Asia Studies, Taylor & Francis Journals, vol. 62(2), pages 351-365.
    2. Michael R. Carter & Keith D. Wiebe, 1990. "Access to Capital and Its Impact on Agrarian Structure and Productivity in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(5), pages 1146-1150.
    3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    4. Martin Petrick, 2004. "A microeconometric analysis of credit rationing in the Polish farm sector," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(1), pages 77-101, March.
    5. Andrea Pufahl & Christoph R. Weiss, 2009. "Evaluating the effects of farm programmes: results from propensity score matching," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(1), pages 79-101, March.
    6. 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.
    7. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    8. Pavel Ciaian & Johan F.M. Swinnen, 2009. "Credit Market Imperfections and the Distribution of Policy Rents," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 1124-1139.
    9. Bhattacharyya, Anjana & Bhattacharyya, Arunava & Kumbhakar, Subal C., 1996. "Government Interventions, Market Imperfections, and Technical Inefficiency in a Mixed Economy: A Case Study of Indian Agriculture," Journal of Comparative Economics, Elsevier, vol. 22(3), pages 219-241, June.
    10. Charles A. Towe & Mitchell J. Morehart, 2009. "Credit Constraints: Their Existence, Determinants, and Implications for U.S. Farm and Nonfarm Sole Proprietorships," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 275-289.
    11. Antonio Bento & Charles Towe & Jacqueline Geoghegan, 2007. "The Effects of Moratoria on Residential Development: Evidence from a Matching Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1211-1218.
    12. Barry, Peter J. & Robison, Lindon J., 2001. "Agricultural finance: Credit, credit constraints, and consequences," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 10, pages 513-571, Elsevier.
    13. Michael R. Carter & Pedro Olinto, 2003. "Getting Institutions “Right” for Whom? Credit Constraints and the Impact of Property Rights on the Quantity and Composition of Investment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 173-186.
    14. Dries, Liesbeth & Swinnen, Johan F. M., 2004. "Foreign Direct Investment, Vertical Integration, and Local Suppliers: Evidence from the Polish Dairy Sector," World Development, Elsevier, vol. 32(9), pages 1525-1544, September.
    15. Stéphane Blancard & Jean-Philippe Boussemart & Walter Briec & Kristiaan Kerstens, 2006. "Short- and Long-Run Credit Constraints in French Agriculture: A Directional Distance Function Framework Using Expenditure-Constrained Profit Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 351-364.
    16. Dirk J. Bezemer, 2002. "Credit Markets for Agriculture in the Czech Republic," Europe-Asia Studies, Taylor & Francis Journals, vol. 54(8), pages 1301-1317.
    17. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    18. Laure Latruffe, 2005. "The Impact of Credit Market Imperfections on Farm Investment in Poland," Post-Communist Economies, Taylor & Francis Journals, vol. 17(3), pages 349-362.
    19. Pavel Ciaian & d’Artis Kancs, 2012. "The Capitalization of Area Payments into Farmland Rents: Micro Evidence from the New EU Member States," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 60(4), pages 517-540, December.
    20. Anjana Bhattacharyya & Subal C. Kumbhakar, 1997. "Market Imperfections and Output Loss in the Presence of Expenditure Constraint: A Generalized Shadow Price Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 860-871.
    21. Feder, Gershon & Lau, Lawrence J. & Lin, Justin Y. & Xiaopeng Luo, 1991. "Credit's effect on productivity in Chinese agriculture : a microeconomic model of disequilibrium," Policy Research Working Paper Series 571, The World Bank.
    22. Dabalen, Andrew & Paternostro, Stefano & Pierre, Gaelle, 2004. "The returns to participation in the non-farm sector in rural Rwanda," Policy Research Working Paper Series 3462, The World Bank.
    23. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    24. Key, Nigel D. & Roberts, Robert J., 2008. "Do Decoupled Payments Stimulate Production? Estimating the Effect on Program Crop Acreage Using Matching," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6072, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    25. Heltberg, Rasmus, 1998. "Rural market imperfections and the farm size-- productivity relationship: Evidence from Pakistan," World Development, Elsevier, vol. 26(10), pages 1807-1826, October.
    26. Feder, Gershon, 1985. "The relation between farm size and farm productivity : The role of family labor, supervision and credit constraints," Journal of Development Economics, Elsevier, vol. 18(2-3), pages 297-313, August.
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    Cited by:

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    2. Turvey, C. G., 2017. "IFAD RESEARCH SERIES 10 - Inclusive finance and inclusive rural transformation," IFAD Research Series 280048, International Fund for Agricultural Development (IFAD).
    3. Unal Seven & Semih Tumen, 2020. "Agricultural Credits And Agricultural Productivity: Cross-Country Evidence," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(supp01), pages 161-183, December.
    4. Liqiong Lin & Weizhuo Wang & Christopher Gan & Quang T. T. Nguyen, 2019. "Credit Constraints on Farm Household Welfare in Rural China: Evidence from Fujian Province," Sustainability, MDPI, vol. 11(11), pages 1-19, June.
    5. Juan José Echavarría, 2018. "Impacto del crédito sobre el agro en Colombia: evidencia del nuevo Censo nacional agropecuario," Chapters, in: Mauricio Villamizar-Villegas & Sara Restrepo-Tamayo & Juan David Hernández-Leal (ed.), Superando barreras: el impacto del crédito en el sector agrario en Colombia, chapter 2, pages 41-72, Banco de la Republica de Colombia.
    6. Ciaian, Pavel & Pokrivcak, Jan and Katarina Szegenyova, 2012. "Do agricultural subsidies crowd out or stimulate rural credit market institutions? The case of EU Common Agricultural Policy," European Integration online Papers (EIoP), European Community Studies Association Austria (ECSA-A), vol. 16, November.
    7. Witte, Taylor & DeVuyst, Eric & Whitacre, Brian & Jones, Rodney, 2015. "Determining the Impact of a New Farm Credit Branch in East Central Oklahoma," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196674, Southern Agricultural Economics Association.
    8. Jarko Fidrmuc & Pavel Ciaian & d'Artis Kancs & Jan Pokrivcak, 2013. "Credit Constraints, Heterogeneous Firms and Loan Defaults," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 53-68, May.
    9. Ciaian, Pavel & Kancs, d'Artis, 2011. "The Impact of Market Imperfections on Heterogeneous Firm Output, Productivity, and Profit," Journal of Rural Cooperation, Hebrew University, Center for Agricultural Economic Research, vol. 39(1), pages 1-24.
    10. Kata, Ryszard & Walenia, Alina, 2015. "Financial Exclusion Of Farmers And Rural Entrepreneurs," Journal of Agribusiness and Rural Development, University of Life Sciences, Poznan, Poland, vol. 36(2).
    11. Demirdogen, Alper & Olhan, Emine, 2018. "The Timing Impact of Agricultural Support Policies on Farmers’ Stated Intentions in Turkey," 162nd Seminar, April 26-27, 2018, Budapest, Hungary 271960, European Association of Agricultural Economists.
    12. Eusébio, Gabriela Dos Santos & Gori-Maia, Alexandre & Silveira, Rodrigo Lanna F., 2017. "Measuring the Farm Level Impact of Rural Credit: A Two-stage Approach," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258551, Agricultural and Applied Economics Association.
    13. Tomas Baležentis & Aistė Galnaitytė & Irena Kriščiukaitienė & Virginia Namiotko & Lina Novickytė & Dalia Streimikiene & Rasa Melnikiene, 2019. "Decomposing Dynamics in the Farm Profitability: An Application of Index Decomposition Analysis to Lithuanian FADN Sample," Sustainability, MDPI, vol. 11(10), pages 1-15, May.

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    More about this item

    Keywords

    access to credit; investment; factor allocation; productivity; transition countries;
    All these keywords.

    JEL classification:

    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • P14 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Property Rights

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