IDEAS home Printed from https://ideas.repec.org/a/pal/eurjdr/v28y2016i5d10.1057_ejdr.2015.55.html
   My bibliography  Save this article

Fungibility of Smallholder Agricultural Credit: Empirical Evidence from Pakistan

Author

Listed:
  • Abid Hussain

    (International Centre for Integrated Mountain Development (ICIMOD))

  • Gopal Bahadur Thapa

    (School of Environment, Resources and Development, Asian Institute of Technology)

Abstract

This study attempts to estimate credit fungibility (CF) and analyses its factors, using the primary data of 208 smallholders from Punjab province of Pakistan. Findings revealed that smallholders used a significant proportion of obtained credit on non-agricultural purposes. Among three groups of smallholders compared, that is, lower smallholders (⩽1.0 acre), middle smallholders (1.01–2.50 acres) and upper smallholders (2.51–5.00 acres), lower smallholders used nearly one-third of their obtained credit for non-agricultural purposes in spite of their highest dependency on credit to carry out their agricultural activities. In contrast, the other two groups of smallholders, whose dependency on credit was relatively low, had used a comparatively lower proportion of the credit for non-agricultural activities. The study also found that non-fixed assets and landholding size are the key factors of CF. Other factors such as non-farm income, household size, repayments of old loans, illiteracy and credit source also affected CF significantly, but with notable variations across the groups.

Suggested Citation

  • Abid Hussain & Gopal Bahadur Thapa, 2016. "Fungibility of Smallholder Agricultural Credit: Empirical Evidence from Pakistan," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 28(5), pages 826-846, November.
  • Handle: RePEc:pal:eurjdr:v:28:y:2016:i:5:d:10.1057_ejdr.2015.55
    DOI: 10.1057/ejdr.2015.55
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/ejdr.2015.55
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/ejdr.2015.55?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. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. Shawn Cole, 2009. "Fixing Market Failures or Fixing Elections? Agricultural Credit in India," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 219-250, January.
    3. Beegle, Kathleen & Carletto, Calogero & Himelein, Kristen, 2012. "Reliability of recall in agricultural data," Journal of Development Economics, Elsevier, vol. 98(1), pages 34-41.
    4. Moll, Henk A.J. & Staal, Steven J. & Ibrahim, M.N.M., 2007. "Smallholder dairy production and markets: A comparison of production systems in Zambia, Kenya and Sri Lanka," Agricultural Systems, Elsevier, vol. 94(2), pages 593-603, May.
    5. 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.
    6. Moffitt, Robert A., 1999. "New developments in econometric methods for labor market analysis," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 24, pages 1367-1397, Elsevier.
    7. Sharma, Manohar & Zeller, Manfred, 1997. "Repayment performance in group-based credit programs in Bangladesh: An empirical analysis," World Development, Elsevier, vol. 25(10), pages 1731-1742, October.
    8. Aromolaran, Adebayo B., 2004. "Household income, women's income share and food calorie intake in South Western Nigeria," Food Policy, Elsevier, vol. 29(5), pages 507-530, October.
    9. Richard L. Meyer, 1990. "Analyzing the Farm-Level Impact of Agricultural Credit: Discussion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(5), pages 1158-1160.
    10. Garrett, James L. & Ruel, Marie T., 1999. "Are Determinants of Rural and Urban Food Security and Nutritional Status Different? Some Insights from Mozambique," World Development, Elsevier, vol. 27(11), pages 1955-1975, November.
    11. Odedokun, M. O., 1996. "International evidence on the effects of directed credit programmes on efficiency of resource allocation in developing countries: The case of development bank lendings," Journal of Development Economics, Elsevier, vol. 48(2), pages 449-460, March.
    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. 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.
    14. Sohail Jehangir Malik & Hina Nazli, 1999. "Rural Poverty and Credit Use: Evidence from Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 38(4), pages 699-716.
    15. James P. Smith & Duncan Thomas, 2003. "Remembrances of things past: test–retest reliability of retrospective migration histories," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 166(1), pages 23-49, February.
    16. Rahman, Aminur, 1999. "Micro-credit initiatives for equitable and sustainable development: Who pays?," World Development, Elsevier, vol. 27(1), pages 67-82, January.
    17. Jacob Cohen, 1968. "Integrating The Real And Financial Via The Linkage Of Financial Flow," Journal of Finance, American Finance Association, vol. 23(1), pages 1-27, March.
    18. Feder, Gershon & Lau, Lawrence J. & Lin, Justin Y. & Xiaopeng, Luo, 1989. "Agricultural credit and farm performance in China," Journal of Comparative Economics, Elsevier, vol. 13(4), pages 508-526, December.
    19. Hulme, David, 2000. "Impact Assessment Methodologies for Microfinance: Theory, Experience and Better Practice," World Development, Elsevier, vol. 28(1), pages 79-98, January.
    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. Francis William Mmari & Saganga Mussa Kapaya, 2022. "Financial service access and agriculture commercialization of smallholder rice growers in Kilombero District: The moderating role of institutional cultural cognitive," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(8), pages 409-418, November.
    2. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    3. 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.
    4. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    5. Abbas Ali Chandio & Yuansheng Jiang & Abdul Rehman, 2018. "Credit margin of investment in the agricultural sector and credit fungibility: the case of smallholders of district Shikarpur, Sindh, Pakistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-10, December.
    6. Paul Kwame Nkegbe & Abdelkrim Araar & Benjamin Musah Abu & Hamdiyah Alhassan & Yazidu Ustarz & Edinam Dope Setsoafia & Shamsia Abdul-Wahab, 2022. "Nonfarm activity and market participation by farmers in Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-23, December.
    7. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.

    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. Gutiérrez-Nieto, Begoña & Serrano-Cinca, Carlos, 2019. "20 years of research in microfinance: An information management approach," International Journal of Information Management, Elsevier, vol. 47(C), pages 183-197.
    2. Pal, Debdatta & Laha, Arnab K., 2015. "Sectoral credit choice in rural India," Journal of choice modelling, Elsevier, vol. 14(C), pages 1-16.
    3. Habiba Al-Shaer & Mahbub Zaman, 2019. "CEO Compensation and Sustainability Reporting Assurance: Evidence from the UK," Journal of Business Ethics, Springer, vol. 158(1), pages 233-252, August.
    4. Seonho Shin, 2022. "To work or not? Wages or subsidies?: Copula-based evidence of subsidized refugees’ negative selection into employment," Empirical Economics, Springer, vol. 63(4), pages 2209-2252, October.
    5. Morrissey, Karyn & Kinderman, Peter & Pontin, Eleanor & Tai, Sara & Schwannauer, Mathias, 2016. "Web based health surveys: Using a Two Step Heckman model to examine their potential for population health analysis," Social Science & Medicine, Elsevier, vol. 163(C), pages 45-53.
    6. Sandra Müllbacher & Wolfgang Nagl, 2017. "Labour supply in Austria: an assessment of recent developments and the effects of a tax reform," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 44(3), pages 465-486, August.
    7. Miyoshi, Koyo, 2008. "Male-female wage differentials in Japan," Japan and the World Economy, Elsevier, vol. 20(4), pages 479-496, December.
    8. Hans A. Holter & Dirk Krueger & Serhiy Stepanchuk, 2019. "How do tax progressivity and household heterogeneity affect Laffer curves?," Quantitative Economics, Econometric Society, vol. 10(4), pages 1317-1356, November.
    9. Chen, Yuanyuan & Feng, Shuaizhang & Han, Yujie, 2020. "The effect of primary school type on the high school opportunities of migrant children in China," Journal of Comparative Economics, Elsevier, vol. 48(2), pages 325-338.
    10. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2014. "Innovation and Productivity in Services: Evidence from Germany, Ireland and the United Kingdom," JRC Working Papers on Corporate R&D and Innovation 2014-04, Joint Research Centre.
    11. Asaduzzaman, M. & Anik, Asif Reza, 2017. "Determinants of Adoption of Rice Yield Gap Minimisation Technology in Bangladesh," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 40(1-2), pages 73-96, March-Jun.
    12. Fernandes, Marcelo & Mergulhão, João, 2016. "Anticipatory effects in the FTSE 100 index revisions," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 79-90.
    13. Thomas B. King, 2008. "Discipline and Liquidity in the Interbank Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2‐3), pages 295-317, March.
    14. Renuka Sane & Susan Thomas, 2020. "From Participation To Repurchase: Low Income Households And Micro‐insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 87(3), pages 783-814, September.
    15. Michael Ziegelmeyer & Julius Nick, 2013. "Backing out of private pension provision: lessons from Germany," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 40(3), pages 505-539, August.
    16. Yuen Leng Chow & Isa E. Hafalir & Abdullah Yavas, 2015. "Auction versus Negotiated Sale: Evidence from Real Estate Sales," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(2), pages 432-470, June.
    17. Francesco Gangi & Mario Mustilli & Nicola Varrone & Lucia Michela Daniele, 2018. "Corporate Social Responsibility and Banks’ Financial Performance," International Business Research, Canadian Center of Science and Education, vol. 11(10), pages 42-58, October.
    18. Xavier Ramos Morilla & Josep Lluís Raymond Bara & Josep Oliver Alonso, 1999. "Not All University Degrees Yield the Same Return: Private and Social Returns to Higher Education for Males in Spain," Working Papers wpdea9904, Department of Applied Economics at Universitat Autonoma of Barcelona.
    19. P.W. Miller & S. Rummery, 1989. "Gender Wage Discrimination in Australia: A reassessment," Economics Discussion / Working Papers 89-21, The University of Western Australia, Department of Economics.
    20. Giovanna Culot & Matteo Podrecca & Guido Nassimbeni & Guido Orzes & Marco Sartor, 2023. "Using supply chain databases in academic research: A methodological critique," Journal of Supply Chain Management, Institute for Supply Management, vol. 59(1), pages 3-25, January.

    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:pal:eurjdr:v:28:y:2016:i:5:d:10.1057_ejdr.2015.55. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.