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Impact of Credit Constraints on Agricultural Productivity in the face of Climate Variability: Panel Data Evidence from Rural Ethiopia

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  • Elias, Hailu

Abstract

Increasing agricultural productivity is a major step towards transforming the rural economy and ensuring food security. This paper uses household level panel data linked with climate data to examine the impact of different credit constraint conditions on agricultural productivity under changing climatic conditions. A propensity score matching (PSM) and a difference-in-differences (diff-in-diff) methods were employed to provide unbiased estimates of the production impacts of credit constraints on crop productivity. After controlling for potential selection bias, it found that relaxing credit constraints increases agricultural productivity by Ethiopian Birr 169 per hectare, while the real crop revenue for discouraged and quantity constrained farmers declined by Ethiopian Birr 443 and 275 per hectare respectively. These results suggest that relaxing credit constraints by improving performance of the rural credit market could significantly increase agricultural productivity in rural Ethiopia.

Suggested Citation

  • Elias, Hailu, 2019. "Impact of Credit Constraints on Agricultural Productivity in the face of Climate Variability: Panel Data Evidence from Rural Ethiopia," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 28(02), October.
    • Handle: RePEc:ags:eeaeje:343230
    DOI: 10.22004/ag.econ.343230
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    as
    1. David R. Lee, 2005. "Agricultural Sustainability and Technology Adoption: Issues and Policies for Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1325-1334.
    2. 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.
    3. 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.
    4. Menale Kassie & John Pender & Mahmud Yesuf & Gunnar Kohlin & Randy Bluffstone & Elias Mulugeta, 2008. "Estimating returns to soil conservation adoption in the northern Ethiopian highlands," Agricultural Economics, International Association of Agricultural Economists, vol. 38(2), pages 213-232, March.
    5. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    6. Kassie, Menale & Zikhali, Precious & Pender, John & Köhlin, Gunnar, 2009. "Sustainable Agricultural Practices and Agricultural Productivity in Ethiopia: Does Agroecology Matter?," RFF Working Paper Series dp-09-12-efd, Resources for the Future.
    7. 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.
    8. Menale Kassie & Precious Zikhali & Kebede Manjur & Sue Edwards, 2009. "Adoption of sustainable agriculture practices: Evidence from a semi‐arid region of Ethiopia," Natural Resources Forum, Blackwell Publishing, vol. 33(3), pages 189-198, August.
    9. Paul Winters & Romina Cavatassi & Leslie Lipper, 2006. "Sowing the Seeds of Social Relations: The Role of Social Capital in Crop Diversity," Working Papers 06-16, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    10. Menale Kassie & Precious Zikhali & John Pender & Gunnar Köhlin, 2010. "The Economics of Sustainable Land Management Practices in the Ethiopian Highlands," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(3), pages 605-627, September.
    11. Simon N. Wood, 2003. "Thin plate regression splines," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(1), pages 95-114, February.
    12. Raddatz, Claudio, 2007. "Are external shocks responsible for the instability of output in low-income countries?," Journal of Development Economics, Elsevier, vol. 84(1), pages 155-187, September.
    13. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    14. Solomon Asfaw & Menale Kassie & Franklin Simtowe & Leslie Lipper, 2012. "Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1288-1305, September.
    15. Foltz, Jeremy D., 2004. "Credit market access and profitability in Tunisian agriculture," Agricultural Economics, Blackwell, vol. 30(3), pages 229-240, May.
    16. Asfaw, Solomon & Shiferaw, Bekele & Simtowe, Franklin & Lipper, Leslie, 2012. "Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia," Food Policy, Elsevier, vol. 37(3), pages 283-295.
    17. Eswaran, Mukesh & Kotwal, Ashok, 1990. "Implications of Credit Constraints for Risk Behaviour in Less Developed Economies," Oxford Economic Papers, Oxford University Press, vol. 42(2), pages 473-482, April.
    18. Jonathan Morduch, 1995. "Income Smoothing and Consumption Smoothing," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 103-114, Summer.
    19. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    20. Thornton, Philip K. & Jones, Peter G. & Owiyo, Tom & Kruska, Russell L. & Herrero, Mario & Orindi, Victor & Bhadwal, Suruchi & Kristjanson, Patricia & Notenbaert, An & Bekele, Nigat & Omolo, Abisalom, 2008. "Climate change and poverty in Africa: Mapping hotspots of vulnerability," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-21, March.
    21. Stephen R. Boucher & Catherine Guirkinger & Carolina Trivelli, 2009. "Direct Elicitation of Credit Constraints: Conceptual and Practical Issues with an Application to Peruvian Agriculture," Economic Development and Cultural Change, University of Chicago Press, vol. 57(4), pages 609-640, July.
    22. Woolcock, Michael & Narayan, Deepa, 2000. "Social Capital: Implications for Development Theory, Research, and Policy," The World Bank Research Observer, World Bank, vol. 15(2), pages 225-249, August.
    23. Hassan, Rashid M. & Nhemachena, Charles, 2008. "Determinants of African farmers’ strategies for adapting to climate change: Multinomial choice analysis," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-22, March.
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