IDEAS home Printed from https://ideas.repec.org/a/eee/eejocm/v14y2015icp1-16.html
   My bibliography  Save this article

Sectoral credit choice in rural India

Author

Listed:
  • Pal, Debdatta
  • Laha, Arnab K.

Abstract

This article examines the question, what makes a rural household a preferred choice for formal lenders? A sample selected ordered probit model is developed to address this question. While the selection equation models the determinants of access to credit, an ordered probit model is used to determine the factors affecting the choice of credit sources in hierarchical order. Using household data from six Indian states, this study finds corroborative evidence that relatively resource-rich households, even while staying at distant locations, enjoy greater access to formal creditors. It also identifies a new factor, i.e., interlinked credit, as a significant variable influencing access to formal credit.

Suggested Citation

  • Pal, Debdatta & Laha, Arnab K., 2015. "Sectoral credit choice in rural India," Journal of choice modelling, Elsevier, vol. 14(C), pages 1-16.
    • Handle: RePEc:eee:eejocm:v:14:y:2015:i:c:p:1-16
    DOI: 10.1016/j.jocm.2015.03.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1755534515000147
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jocm.2015.03.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Thorsten Beck & Asli Demirgüç-Kunt & Maria Soledad Martinez Peria, 2008. "Banking Services for Everyone? Barriers to Bank Access and Use around the World," The World Bank Economic Review, World Bank, vol. 22(3), pages 397-430, November.
    2. Sarap, Kailas, 1990. "Interest Rates in Backward Agriculture: The Role of Economic and Extra-Economic Control," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 14(1), pages 93-108, March.
    3. Paul Mpuga, 2010. "Constraints in Access to and Demand for Rural Credit: Evidence from Uganda," African Development Review, African Development Bank, vol. 22(1), pages 115-148.
    4. Guirkinger, Catherine, 2008. "Understanding the Coexistence of Formal and Informal Credit Markets in Piura, Peru," World Development, Elsevier, vol. 36(8), pages 1436-1452, August.
    5. Greene,William H. & Hensher,David A., 2010. "Modeling Ordered Choices," Cambridge Books, Cambridge University Press, number 9780521194204, January.
    6. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    7. Anthony Bottomley, 1975. "Interest Rate Determination in Underdeveloped Rural Areas," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 57(2), pages 279-291.
    8. Sarmistha Pal, 2002. "Household sectoral choice and effective demand for rural credit in India," Applied Economics, Taylor & Francis Journals, vol. 34(14), pages 1743-1755.
    9. 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.
    10. Don Johnston & Jonathan Morduch, 2008. "The Unbanked: Evidence from Indonesia," The World Bank Economic Review, World Bank, vol. 22(3), pages 517-537, October.
    11. Mohieldin, Mahmoud S & Wright, Peter W, 2000. "Formal and Informal Credit Markets in Egypt," Economic Development and Cultural Change, University of Chicago Press, vol. 48(3), pages 657-670, April.
    12. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    13. Besley, Timothy & Coate, Stephen, 1995. "Group lending, repayment incentives and social collateral," Journal of Development Economics, Elsevier, vol. 46(1), pages 1-18, February.
    14. Yadav, S. & Otsuka, K. & David, C. C., 1992. "Segmentation in rural financial markets: the case of Nepal," World Development, Elsevier, vol. 20(3), pages 423-436, March.
    15. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    16. Hoff, Karla & Stiglitz, Joseph E, 1990. "Imperfect Information and Rural Credit Markets--Puzzles and Policy Perspectives," The World Bank Economic Review, World Bank, vol. 4(3), pages 235-250, September.
    17. Davide Castellani, 2014. "Shocks and credit choice in Southern Ethiopia," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(1), pages 87-114, April.
    18. Beck, Thorsten & Demirguc-Kunt, Asli & Martinez Peria, Maria Soledad, 2007. "Reaching out: Access to and use of banking services across countries," Journal of Financial Economics, Elsevier, vol. 85(1), pages 234-266, July.
    19. Mikkel Barslund & Finn Tarp, 2008. "Formal and Informal Rural Credit in Four Provinces of Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 44(4), pages 485-503, April.
    20. Priya Basu, 2006. "Improving Access to Finance for India's Rural Poor," World Bank Publications - Books, The World Bank Group, number 6927.
    21. Boucher, Stephen R. & Guirkinger, Catherine, 2007. "AJAE Appendix: Risk, Wealth and Sectoral Choice in Rural Credit Markets," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 89(4), pages 1-4, November.
    22. Kumar, Anjani & Singh, Dhiraj K. & Kumar, Prabhat, 2007. "Performance of Rural Credit and Factors Affecting the Choice of Credit Sources," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 62(3), pages 1-17.
    23. Vijay Mahajan & Bharti Gupta Ramola, 1996. "Financial services for the rural poor and women in India: Access and sustainability," Journal of International Development, John Wiley & Sons, Ltd., vol. 8(2), pages 211-224.
    24. Doan, Tinh & Gibson, John & Holmes, Mark, 2010. "What determines credit participation and credit constraints of the poor in peri-urban areas, Vietnam?," MPRA Paper 27509, University Library of Munich, Germany, revised 17 Dec 2010.
    25. Stiglitz, Joseph E, 1990. "Peer Monitoring and Credit Markets," The World Bank Economic Review, World Bank, vol. 4(3), pages 351-366, September.
    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. Kumar, Anjani & Mishra, Ashok K. & Saroj, Sunil & Joshi, P.K., 2017. "Institutional versus non-institutional credit to agricultural households in India: Evidence on impact from a national farmers’ survey," Economic Systems, Elsevier, vol. 41(3), pages 420-432.
    2. Ojo, Temitope & Adetoro, Adetoso A. & Ogundeji, Abiodun A. & Belle, Johannes A., 2021. "Quantifying the Determinants of Climate Change Adaptation Strategies and Farmers’ Access to Credit in South Africa," 2021 Conference, August 17-31, 2021, Virtual 315853, International Association of Agricultural Economists.
    3. Aswini Kumar Mishra & Vedant Bhardwaj, 2022. "The Determinants of Access to Informal Credits in India: An Application of Quantiles via Moments Method," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 20(1), pages 1-22, March.
    4. Twine, Edgar & Rao, Elizaphan & Baltenweck, Isabelle & Omore, Amos, 2015. "Credit, Technology Adoption and Collective Action in Tanzania’s Smallholder Dairy Sector," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 204198, Agricultural and Applied Economics Association.
    5. Chakraborty, Pallabi & Mahanta, Amarjyoti, 2024. "The role of financial and physical assets as substitute or complementary to land as collateral in credit market: Evidence from Indian households," Economic Systems, Elsevier, vol. 48(2).
    6. T. O Ojo & L.J. S Baiyegunhi & A. O Salami, 2019. "Impact of Credit Demand on the Productivity of Rice Farmers in South West Nigeria," Journal of Economics and Behavioral Studies, AMH International, vol. 11(1), pages 166-180.
    7. Edgar E. Twine & Elizaphan J. O. Rao & Isabelle Baltenweck & Amos O. Omore, 2019. "Are Technology Adoption and Collective Action Important in Accessing Credit? Evidence from Milk Producers in Tanzania," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(3), pages 388-412, July.
    8. Anjani Kumar & Vinay K. Sonkar & K. S. Aditya, 2023. "Assessing the Impact of Lending Through Kisan Credit Cards in Rural India: Evidence from Eastern India," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(3), pages 602-622, June.

    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. Ta Nhat Linh & Hoang Thanh Long & Le Van Chi & Le Thanh Tam & Philippe Lebailly, 2019. "Access to Rural Credit Markets in Developing Countries, the Case of Vietnam: A Literature Review," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    2. Balana, Bedru & Oyeyemi, Motunrayo, 2021. "Credit Constraints and Adoption of Agricultural Technologies in Developing Countries? Evidence from Nigeria," 2021 Conference, August 17-31, 2021, Virtual 315347, International Association of Agricultural Economists.
    3. Moumita Poddar & Tanmoyee Banerjee (Chatterjee) & Ajitava Raychaudhuri, 2019. "An economic analysis of the determinants of pattern of institutional borrowing in India," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 21(1), pages 54-92, June.
    4. Chakraborty, Pallabi & Mahanta, Amarjyoti, 2024. "The role of financial and physical assets as substitute or complementary to land as collateral in credit market: Evidence from Indian households," Economic Systems, Elsevier, vol. 48(2).
    5. Alexander Karaivanov & Anke Kessler, 2013. "A Friend in Need is a Friend Indeed: Theory and Evidence on the (Dis)Advantages of Informal Loans," Discussion Papers dp13-03, Department of Economics, Simon Fraser University, revised Apr 2013.
    6. Karaivanov, Alexander & Kessler, Anke, 2018. "(Dis)advantages of informal loans – Theory and evidence," European Economic Review, Elsevier, vol. 102(C), pages 100-128.
    7. Yusuf Ibrahim Kofarmata & Shri Dewi Applanaidu & Sallahuddin Hassan, 2016. "Determinants of Demand for Credit: A Conceptual Review," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 3(1), pages 6-10.
    8. Marcello Pagnini & Paola Rossi & Valerio Vacca & Carmen Kislat & Lukas Menkhoff & Doris Neuberger, 2017. "Credit Market Structure and Collateral in Rural Thailand," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 46(3), pages 587-632, November.
    9. Menkhoff, Lukas & Rungruxsirivorn, Ornsiri, 2011. "Do Village Funds Improve Access to Finance? Evidence from Thailand," World Development, Elsevier, vol. 39(1), pages 110-122, January.
    10. Olga Kondratjeva, 2021. "Borrowing channels, purposes, and household investment and consumption: evidence from Nepal," Journal of Consumer Affairs, Wiley Blackwell, vol. 55(4), pages 1591-1613, December.
    11. Uduakobong Inyang, 2022. "Risks to credit access in a developing economy:Focus on household characteristics and the choice of credit in the Niger Delta Region of Nigeria," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(2), pages 228-240, March.
    12. Tran, Minh Chau & Gan, Christopher & Hu, Baiding, 2014. "Credit Constraints and Impact on Farm Household Welfare: Evidence from Vietnam’s North Central Coast region," 2014 Conference, August 28-29, 2014, Nelson, New Zealand 187495, New Zealand Agricultural and Resource Economics Society.
    13. Islam, Asadul & Nguyen, Chau & Smyth, Russell, 2015. "Does microfinance change informal lending in village economies? Evidence from Bangladesh," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 141-156.
    14. Bose, Sudipta & Saha, Amitav & Khan, Habib Zaman & Islam, Shajul, 2017. "Non-financial disclosure and market-based firm performance: The initiation of financial inclusion," Journal of Contemporary Accounting and Economics, Elsevier, vol. 13(3), pages 263-281.
    15. Thilo Klein, 2015. "Does Anti-Diversification Pay? A One-Sided Matching Model of Microcredit," Cambridge Working Papers in Economics 1521, Faculty of Economics, University of Cambridge.
    16. Menkhoff, Lukas & Rungruxsirivorn, Ornsiri, 2009. "Village Funds in the Rural Credit Market of Thailand," Proceedings of the German Development Economics Conference, Frankfurt a.M. 2009 45, Verein für Socialpolitik, Research Committee Development Economics.
    17. George Okello Candiya Bongomin & Joseph Mpeera Ntayi & John C. Munene & Charles Malinga Akol, 2017. "Financial intermediation and financial inclusion of poor households: Mediating role of social networks in rural Uganda," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1362184-136, January.
    18. Mishra, Aswini Kumar & Bhardwaj, Vedant, 2022. "Financial access and household’s borrowing: Policy perspectives of an emerging economy," Journal of Policy Modeling, Elsevier, vol. 44(5), pages 981-999.
    19. Besley, Timothy, 1995. "Savings, credit and insurance," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 36, pages 2123-2207, Elsevier.
    20. Mertzanis, Charilaos, 2019. "Family ties, institutions and financing constraints in developing countries," Journal of Banking & Finance, Elsevier, vol. 108(C).

    More about this item

    Keywords

    Rural credit; Sample selected ordered probit; India;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

    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:eee:eejocm:v:14:y:2015:i:c:p:1-16. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/journal-of-choice-modelling .

    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.