[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/war/wpaper/2009-12.html
   My bibliography  Save this paper

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
    as

    Download full text from publisher

    File URL: http://www.wne.uw.edu.pl/inf/wyd/WP/WNE_WP22.pdf
    File Function: First version, 2009
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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).
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Dirk J. Bezemer, 2002. "Credit Markets for Agriculture in the Czech Republic," Europe-Asia Studies, Taylor & Francis Journals, vol. 54(8), pages 1301-1317.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    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.
    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. Liqiong Lin & Weizhuo Wang & Christopher Gan & David A. Cohen & Quang T.T Nguyen, 2019. "Rural Credit Constraint and Informal Rural Credit Accessibility in China," Sustainability, MDPI, vol. 11(7), pages 1-20, April.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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).
    7. 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.
    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. 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.
    10. Turvey, C. G., 2017. "IFAD RESEARCH SERIES 10 - Inclusive finance and inclusive rural transformation," IFAD Research Series 280048, International Fund for Agricultural Development (IFAD).
    11. 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.
    12. 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.
    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.

    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. Pavel Ciaian & Jan Fałkowski & D’Artis Kancs, 2012. "Productivity and credit constraints: A firm-level propensity score evidence for agricultural farms in central and east European countries," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 62(4), pages 459-487, December.
    2. Ciaian, Pavel & Fa?kowski, Jan & d’Artis, Kanc & Pokrivcak, Jan, 2011. "Productivity and Credit Constraints: Firm-Level Evidence from Propensity Score Matching," Factor Markets Working Papers 99, Centre for European Policy Studies.
    3. Pavel Ciaian & d’Artis Kancs, 2011. "The Impact Of Food Price Shock On Heterogeneous Credit Constrained Firms," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 82(2), pages 115-137, June.
    4. Ciaian, Pavel & Pokrivcak, Jan, 2011. "Do agricultural subsidies crowd out or stimulate rural credit institutions? The Case of CAP Payments," Working papers 117485, Factor Markets, Centre for European Policy Studies.
    5. 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.
    6. Kandilov, Amy M.G. & Kandilov, Ivan T., 2013. "The Impact of Interstate Bank Branching Deregulations on the U.S. Agricultural Sector: From Better Access to Credit to Higher Farm Sales and Profits," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149820, Agricultural and Applied Economics Association.
    7. Pokrivčák, Ján & Tóth, Marián, 2022. "Financing Gap of Agro-food Firms and the Role of Policies," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(3), September.
    8. Petrick, Martin & Kloss, Mathias, 2012. "Drivers of agricultural capital productivity in selected EU member states," Working papers 132838, Factor Markets, Centre for European Policy Studies.
    9. 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.
    10. Béatrice D'HOMBRES & Jean-Louis ARCAND, 2006. "Testing for Separation in Agricultural Household Models and Unobservable Household-Specific Effects," Working Papers 200632, CERDI.
    11. Falkowski, Jan, 2013. "Does it matter how much land your neighbour owns? The functioning of land markets in Poland from a social comparison perspective," Factor Markets Working Papers 171, Centre for European Policy Studies.
    12. Diana Fletschner & Catherine Guirkinger & Steve Boucher, 2010. "Risk, Credit Constraints and Financial Efficiency in Peruvian Agriculture," Journal of Development Studies, Taylor & Francis Journals, vol. 46(6), pages 981-1002.
    13. Marian Rizov & Jan Pokrivcak & Pavel Ciaian, 2013. "CAP Subsidies and Productivity of the EU Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 537-557, September.
    14. Zier, Patrick, 2013. "Econometric impact assessment of the Common Agricultural Policy in East German agriculture," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 71, number 71, September.
    15. 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.
    16. Ciaian, Pavel & Swinnen, Johan F.M., 2008. "Credit Market Imperfections And The Distribution Of Policy Rents: The Common Agricultural Policy In The New Eu Member States," 107th Seminar, January 30-February 1, 2008, Sevilla, Spain 6591, European Association of Agricultural Economists.
    17. Jianmei ZHAO & Jun ZHANG & Peter J. BARRY, 2014. "Do formal credit constraints affect the rural household consumption in China?," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 60(10), pages 458-468.
    18. Van Herck, Kristine & Vranken, Liesbet, 2012. "Direct Payments and Land Rents: Evidence from New Member States," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126777, International Association of Agricultural Economists.
    19. Pavel Ciaian & d'Artis Kancs & Jo Swinnen, 2008. "Static and Dynamic Distributional Effects of Decoupled Payments," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 51(2), pages 20-47.

    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

    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:war:wpaper:2009-12. 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: Marcin Bąba (email available below). General contact details of provider: https://edirc.repec.org/data/fesuwpl.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.