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Impact of Credit Demand on the Productivity of Rice Farmers in South West Nigeria

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  • T. O Ojo
  • L.J. S Baiyegunhi
  • A. O Salami

Abstract

Employing cross-sectional data from 360 rice farmers selected from three states in South West Nigeria, the study analyzes the impact of credit demand on the productivity of rice farmers. An Endogenous Switching Regression Model (ESRM) that accounts for both heterogeneity and sample selection biases were used to estimate the impact of credit demand on rice productivity in South West Nigeria. In addition, a Tobit regression model was employed to measure the level of participation of rice farmers in the credit market. The result of the first stage (probit model) of the ESRM revealed that household assets, access to service, climate variables, regional variables, and transaction cost are statistically significant in influencing farmers’ credit demand decision. The results of the second stage of the ESRM indicate factors such as household assets and access to service were statistically significant in explaining variations in rice productivity among participants and non-participants in the credit market. Furthermore, the results of the Tobit model showed that the farmers’ location income from rice farming experience, interest rate, and distance to the source of credit are statistically significant determinants of the amount of credit received. These findings suggest that facilitating farmers’ access to credit will improve rice productivity. Therefore, it is imperative for government and development partner to work together in order to improve the conditions for suitable agricultural credit access to rice farmers, especially a review of interest rates. A necessary addition should be developed to the assistance already being provided under Nigeria Incentive-Based Risk Sharing System for Agricultural Lending (NIRSAL) in the form of loan guarantees and other risk-sharing incentives, such as a regulatory environment that supports the modern contractual obligations that are characteristic of well-functioning agricultural financing. This would not only contribute to the intensification of rice production in Nigeria to meet its increasing rice demand, but also improve rice farmers’ productivity and their households’ incomes.

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  • 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.
    • Handle: RePEc:rnd:arjebs:v:11:y:2019:i:1:p:166-180
    DOI: 10.22610/jebs.v11i1(J).2757
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    as
    1. Pal, Debdatta & Laha, Arnab K., 2015. "Sectoral credit choice in rural India," Journal of choice modelling, Elsevier, vol. 14(C), pages 1-16.
    2. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    3. Hitayezu, Patrick & Okello, Julius Juma & Gor, Christopher O., 2010. "Drivers of Household Participation in the Rural Non-Farm Labor Markets in the Post-War Rwanda," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61682, Agricultural and Applied Economics Association.
    4. Gyimah-Brempong, Kwabena & Olomola, Aderibigbe, 2014. "Loan demand and rationing among small-scale farmers in Nigeria," IFPRI discussion papers 1403, International Food Policy Research Institute (IFPRI).
    5. Rahman, Sanzidur, 2009. "Whether crop diversification is a desired strategy for agricultural growth in Bangladesh?," Food Policy, Elsevier, vol. 34(4), pages 340-349, August.
    6. Abdul-Hanan Abdallah, 2016. "Agricultural credit and technical efficiency in Ghana: is there a nexus?," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(2), pages 309-324, July.
    7. Bola Amoke Awotide & Aziz A. Karimov & Aliou Diagne, 2016. "Agricultural technology adoption, commercialization and smallholder rice farmers’ welfare in rural Nigeria," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-24, December.
    8. Siddiqi, Mohammad Nejatullah, 2004. "Riba, Bank Interest and the Rational of its Prohibition (Research Paper)," Occasional Papers 205, The Islamic Research and Teaching Institute (IRTI).
    9. Hausman, Jerry A., 1983. "Specification and estimation of simultaneous equation models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 1, chapter 7, pages 391-448, Elsevier.
    10. Dean S. Karlan & Jonathan Zinman, 2008. "Credit Elasticities in Less-Developed Economies: Implications for Microfinance," American Economic Review, American Economic Association, vol. 98(3), pages 1040-1068, June.
    11. Arega Alene & V. Manyong, 2007. "The effects of education on agricultural productivity under traditional and improved technology in northern Nigeria: an endogenous switching regression analysis," Empirical Economics, Springer, vol. 32(1), pages 141-159, April.
    12. Jeffrey M. Perloff & Lori Lynch & Susan M. Gabbard, 1998. "Migration of Seasonal Agricultural Workers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 154-164.
    13. Amemiya, Takeshi, 1979. "The Estimation of a Simultaneous-Equation Tobit Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 20(1), pages 169-181, February.
    14. Uchenna Obih & Lloyd J.S. Baiyegunhi, 2017. "A Review of Factors Infl uencing Domestic Demand-Supply Gap and High Import Bills for Rice in Nigeria: Implications for Development of Rice Sector," Africagrowth Agenda, Africagrowth Institute, vol. 14(3), pages 18-21.
    15. Anthony Rezitis & Kostas Tsiboukas & Stauros Tsoukalas, 2002. "Measuring technical efficiency in the Greek agricultural sector," Applied Economics, Taylor & Francis Journals, vol. 34(11), pages 1345-1357.
    16. Shehla Amjad & SAF Hasnu, 2007. "Smallholders’ Access to Rural Credit: Evidence from Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(2), pages 1-25, Jul-Dec.
    17. Keith O. Fuglie & Darrell J. Bosch, 1995. "Economic and Environmental Implications of Soil Nitrogen Testing: A Switching-Regression Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 891-900.
    18. 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.
    19. Chandra S. Kumar & Calum G. Turvey & Jaclyn D. Kropp, 2013. "The Impact of Credit Constraints on Farm Households: Survey Results from India and China," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 35(3), pages 508-527.
    20. repec:lje:journl:v:2:y:2007:i:2:p:1-25 is not listed on IDEAS
    21. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LLC, vol. 4(3), pages 282-289, September.
    22. McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-321, May.
    23. Nyangena, Wilfred & Köhlin, Gunnar, 2008. "Estimating Returns to Soil and Water Conservation Investments: An Application to Crop Yield in Kenya," RFF Working Paper Series dp-08-32-efd, Resources for the Future.
    24. Awotide, B.A. & Abdoulaye, Tahirou & Alene, Arega & Manyong, Victor M., 2015. "Impact of Access to Credit on Agricultural Productivity: Evidence from Smallholder Cassava Farmers in Nigeria," 2015 Conference, August 9-14, 2015, Milan, Italy 210969, International Association of Agricultural Economists.
    25. Akram, Q. Farooq & Rime, Dagfinn & Sarno, Lucio, 2008. "Arbitrage in the foreign exchange market: Turning on the microscope," Journal of International Economics, Elsevier, vol. 76(2), pages 237-253, December.
    26. Mishra, Ashok K. & El-Osta, Hisham S. & Morehart, Mitchell J. & Johnson, James D. & Hopkins, Jeffrey W., 2002. "Income, Wealth, And The Economic Well-Being Of Farm Households," Agricultural Economic Reports 33967, United States Department of Agriculture, Economic Research Service.
    27. Diagne, Aliou & Zeller, Manfred, 2001. "Access to credit and its impact on welfare in Malawi:," Research reports 116, International Food Policy Research Institute (IFPRI).
    28. 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.
    29. Sreejith Aravindakshan & Frederick Rossi & T. S. Amjath-Babu & Prakashan Chellattan Veettil & Timothy J. Krupnik, 2018. "Application of a bias-corrected meta-frontier approach and an endogenous switching regression to analyze the technical efficiency of conservation tillage for wheat in South Asia," Journal of Productivity Analysis, Springer, vol. 49(2), pages 153-171, June.
    30. Muhammad Iqbal & Munir Ahmad & Kalbe Abbas, 2003. "The Impact of Institutional Credit on Agricultural Production in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 42(4), pages 469-485.
    31. 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.
    32. Benin, S. & Smale, M. & Pender, J. & Gebremedhin, B. & Ehui, S., 2004. "The economic determinants of cereal crop diversity on farms in the Ethiopian highlands," Agricultural Economics, Blackwell, vol. 31(2-3), pages 197-208, December.
    33. 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.
    34. Joachim Nyemeck BINAM & Jim GOCKOWSKI & Guy Blaise NKAMLEU, 2008. "Technical Efficiency And Productivity Potential Of Cocoa Farmers In West African Countries," The Developing Economies, Institute of Developing Economies, vol. 46(3), pages 242-263, September.
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