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Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana

Author

Listed:
  • Martinson Ankrah Twumasi

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Abbas Ali Chandio

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Ghulam Raza Sargani

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Isaac Asare

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

  • Huaquan Zhang

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

Abstract

This study examined the impact of off-farm employment on rural household agriculture credit fungibility (CF) using survey data collected from four regions in Ghana; however, the study paid more attention to agriculture credit received from different sources. By employing the endogenous switching regression (ESR) model, we solved the endogenous issue of off-farm employment. The econometrics model result revealed that off-farm employment negatively influences the household’s probability of practicing agriculture CF. Our results discovered the importance of off-farm employment on agriculture CF and recommended policy implications capable of alleviating agriculture CF.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9109-:d:871098
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    as
    1. Shoji, Masahiro & Aoyagi, Keitaro & Kasahara, Ryuji & Sawada, Yasuyuki & Ueyama, Mika, 2012. "Social Capital Formation and Credit Access: Evidence from Sri Lanka," World Development, Elsevier, vol. 40(12), pages 2522-2536.
    2. Didier Yélognissè Alia & Aliou Diagne & Patrice Adegbola & Florent Kinkingninhoun, 2018. "Distributional Impact of Agricultural Technology Adoption on Rice Farmers’ Expenditure: The Case of Nigeria in Benin," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 91-103.
    3. 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.
    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. Vicki L. Bogan & Calum G. Turvey & Gabriela Salazar, 2015. "The Elasticity of Demand for Microcredit: Evidence from Latin America," Development Policy Review, Overseas Development Institute, vol. 33(6), pages 725-757, November.
    6. Yaron, Jacob, 1992. "Rural finance in developing countries," Policy Research Working Paper Series 875, The World Bank.
    7. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
    8. World Bank, 2015. "World Development Indicators 2015," World Bank Publications - Books, The World Bank Group, number 21634, December.
    9. Mariano Sana & Douglas S. Massey, 2005. "Household Composition, Family Migration, and Community Context: Migrant Remittances in Four Countries," Social Science Quarterly, Southwestern Social Science Association, vol. 86(2), pages 509-528, June.
    10. Abbas Ali Chandio & Yuansheng Jiang, 2018. "Determinants of Credit Constraints: Evidence from Sindh, Pakistan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(15), pages 3401-3410, December.
    11. Satadru Mukherjee, 2020. "Access to Formal Banks and New Technology Adoption: Evidence from India," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1532-1556, October.
    12. Wilson, Clevo & Tisdell, Clement A., 2002. "OLS and Tobit Estimates: When is Substitution Defensible Operationally?," Economic Theory, Applications and Issues Working Papers 90519, University of Queensland, School of Economics.
    13. Daniel Ayalew Ali & Klaus Deininger, 2014. "Causes and Implications of Credit Rationing in Rural Ethiopia: The Importance of Zonal Variation," Journal of African Economies, Centre for the Study of African Economies, vol. 23(4), pages 493-527.
    14. Fengxia Dong & Jing Lu & Allen M. Featherstone, 2012. "Effects of credit constraints on household productivity in rural China," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(3), pages 402-415, November.
    15. Wanglin Ma & Awudu Abdulai & Chunbo Ma, 2018. "The effects of off†farm work on fertilizer and pesticide expenditures in China," Review of Development Economics, Wiley Blackwell, vol. 22(2), pages 573-591, May.
    16. Démurger, Sylvie & Wang, Xiaoqian, 2016. "Remittances and expenditure patterns of the left behinds in rural China," China Economic Review, Elsevier, vol. 37(C), pages 177-190.
    17. Coleman, Brett E., 1999. "The impact of group lending in Northeast Thailand," Journal of Development Economics, Elsevier, vol. 60(1), pages 105-141, October.
    18. Xin Deng & Dingde Xu & Yanbin Qi & Miao Zeng, 2018. "Labor Off-Farm Employment and Cropland Abandonment in Rural China: Spatial Distribution and Empirical Analysis," IJERPH, MDPI, vol. 15(9), pages 1-15, August.
    19. 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.
    20. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    21. Bekele Gebisa Etea & Deyi Zhou & Kidane Assefa Abebe & Dessalegn Anshiso Sedebo, 2020. "Is income diversification a means of survival or accumulation? Evidence from rural and semi-urban households in Ethiopia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(6), pages 5751-5769, August.
    22. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of Off-farm Income on Food Security and Nutrition in Nigeria," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 97332, African Association of Agricultural Economists (AAAE).
    23. Jiang Du & Miao Zeng & Zhengjuan Xie & Shikun Wang, 2019. "Power of Agricultural Credit in Farmland Abandonment: Evidence from Rural China," Land, MDPI, vol. 8(12), pages 1-14, December.
    24. Gigi Foster & Charlene M. Kalenkoski, 2013. "Tobit or OLS? An empirical evaluation under different diary window lengths," Applied Economics, Taylor & Francis Journals, vol. 45(20), pages 2994-3010, July.
    25. Li, Xia & Gan, Christopher & Hu, Baiding, 2011. "Accessibility to microcredit by Chinese rural households," Journal of Asian Economics, Elsevier, vol. 22(3), pages 235-246, June.
    26. 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.
    27. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    28. Fink, Günther & Masiye, Felix, 2015. "Health and agricultural productivity: Evidence from Zambia," Journal of Health Economics, Elsevier, vol. 42(C), pages 151-164.
    29. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2018. "The impacts of postharvest storage innovations on food security and welfare in Ethiopia," Food Policy, Elsevier, vol. 75(C), pages 52-67.
    30. 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.
    31. 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.
    32. 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.
    33. Dedehouanou, Sènakpon Fidèle Ange & Araar, Abdelkrim & Ousseini, Aichatou & Harouna, Abdoulaziz Laouali & Jabir, Maimounata, 2018. "Spillovers from off-farm self-employment opportunities in rural Niger," World Development, Elsevier, vol. 105(C), pages 428-442.
    34. Jia, Xiangping & Xiang, Cheng & Huang, Jikun, 2013. "Microfinance, self-employment, and entrepreneurs in less developed areas of rural China," China Economic Review, Elsevier, vol. 27(C), pages 94-103.
    35. Chenxin Leng & Wanglin Ma & Jianjun Tang & Zhongkun Zhu, 2020. "ICT adoption and income diversification among rural households in China," Applied Economics, Taylor & Francis Journals, vol. 52(33), pages 3614-3628, June.
    36. Li, Rui & Li, Qinghai & Huang, Shaoan & Zhu, Xi, 2013. "The credit rationing of Chinese rural households and its welfare loss: An investigation based on panel data," China Economic Review, Elsevier, vol. 26(C), pages 17-27.
    37. Solomon Enimu & Emmanuel O. Eyo & Eucharia A. Ajah, 2017. "Determinants of loan repayment among agricultural microcredit finance group members in Delta state, Nigeria," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-12, December.
    38. de Janvry, Alain & Sadoulet, Elisabeth & Zhu, Nong, 2005. "The Role of Non-Farm Incomes in Reducing Rural Poverty and Inequality in China," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt7ts2z766, Department of Agricultural & Resource Economics, UC Berkeley.
    39. Michael Danquah & Peter Quartey & Abdul Malik Iddrisu, 2017. "Access to Financial Services Via Rural and Community Banks and Poverty Reduction in Rural Households in Ghana," Journal of African Development, African Finance and Economic Association (AFEA), vol. 19(2), pages 67-76.
    40. Annim, Samuel Kobina & Dasmani, Isaac & Armah, Mark, 2011. "Does Access and Use OF Financial Service Smoothen Household Food Consumption?," MPRA Paper 29278, University Library of Munich, Germany.
    41. 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.
    42. Chang, Hung-Hao & Mishra, Ashok, 2008. "Impact of off-farm labor supply on food expenditures of the farm household," Food Policy, Elsevier, vol. 33(6), pages 657-664, December.
    43. 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).
    44. Nakano, Yuko & Magezi, Eustadius F., 2020. "The impact of microcredit on agricultural technology adoption and productivity: Evidence from randomized control trial in Tanzania," World Development, Elsevier, vol. 133(C).
    45. Ma, Wanglin & Zhou, Xiaoshi & Renwick, Alan, 2019. "Impact of off-farm income on household energy expenditures in China: Implications for rural energy transition," Energy Policy, Elsevier, vol. 127(C), pages 248-258.
    46. Petrick, Martin, 2004. "Farm investment, credit rationing, and governmentally promoted credit access in Poland: a cross-sectional analysis," Food Policy, Elsevier, vol. 29(3), pages 275-294, June.
    47. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
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