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Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso

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  • Lota Tamini
  • Ibrahima Bocoum
  • Ghislain Auger
  • Kotchikpa Gabriel Lawin
  • Arahama Traoré

Abstract

This paper analyses the crop production intensification credit [Crédit d’Intensification de la Production Agricole] (CIPA) and its impact on smallholders farmers in Burkina Faso. The methodological approach of the evaluation is based on a randomized experiment coupled to propensity score matching. For the latter, the strategy was to use the observable characteristics of producers and their farms to identify, in non-CIPA areas, producers who have characteristics that have an impact on the propensity to take a credit similar to the CIPA beneficiary producers. We used a Difference-in-Difference approach and analysed the changes in the results between the baseline (2015) and final (2017) surveys witch result in a total of 955 observations in the northern of Burkina Faso and 1,311 in the southern part. The results show that CIPA has a positive effect on area planted, yield, production and sales. However, there is heterogeneity regarding gender, province and perceived quality of services to producers (provided by extension agents, producers’ organization and input suppliers). Development projects should therefore consider this heterogeneity in the design of their interventions.

Suggested Citation

  • Lota Tamini & Ibrahima Bocoum & Ghislain Auger & Kotchikpa Gabriel Lawin & Arahama Traoré, 2019. "Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso," CIRANO Working Papers 2019s-11, CIRANO.
  • Handle: RePEc:cir:cirwor:2019s-11
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    1. Awudu Abdulai & Wallace E. Huffman, 2005. "The Diffusion of New Agricultural Technologies: The Case of Crossbred-Cow Technology in Tanzania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 645-659.
    2. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
    3. Ayal Kimhi, 2006. "Plot size and maize productivity in Zambia: is there an inverse relationship?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 1-9, July.
    4. Lori Beaman & Dean Karlan & Bram Thuysbaert & Christopher Udry, 2023. "Selection Into Credit Markets: Evidence From Agriculture in Mali," Econometrica, Econometric Society, vol. 91(5), pages 1595-1627, September.
    5. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    6. Lori Beaman & Dean Karlan & Bram Thuysbaert & Christopher Udry, 2014. "Self-Selection into Credit Markets: Evidence from Agriculture in Mali," Working Papers 1042, Economic Growth Center, Yale University.
    7. Alessandro Tarozzi & Jaikishan Desai & Kristin Johnson, 2015. "The Impacts of Microcredit: Evidence from Ethiopia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 54-89, January.
    8. 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.
    9. Million Tadesse, 2014. "Fertilizer adoption, credit access, and safety nets in rural Ethiopia," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(3), pages 290-310, August.
    10. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    11. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    12. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    13. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    14. Kazushi Takahashi & Abu Shonchoy & Seiro Ito & Takashi Kurosaki, 2017. "How Does Contract Design Affect the Uptake of Microcredit among the Ultra-poor? Experimental Evidence from the River Islands of Northern Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 53(4), pages 530-547, April.
    15. Barrett, Christopher B. & Bellemare, Marc F. & Hou, Janet Y., 2010. "Reconsidering Conventional Explanations of the Inverse Productivity-Size Relationship," World Development, Elsevier, vol. 38(1), pages 88-97, January.
    16. Abhijit Vinayak Banerjee, 2013. "Microcredit Under the Microscope: What Have We Learned in the Past Two Decades, and What Do We Need to Know?," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 487-519, May.
    17. Lambrecht, Isabel & Vanlauwe, Bernard & Merckx, Roel & Maertens, Miet, 2014. "Understanding the Process of Agricultural Technology Adoption: Mineral Fertilizer in Eastern DR Congo," World Development, Elsevier, vol. 59(C), pages 132-146.
    18. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    19. Kotchikpa Gabriel Lawin & Lota Tamini & Ibrahima Bocoum, 2018. "The Impact of Microcredit on Farms and Rural Household: A Literature Review of Experimental Studies," CIRANO Working Papers 2018s-07, CIRANO.
    20. 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.
    21. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    22. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    23. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2015. "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 151-182, January.
    24. Paul Shaffer, 2011. "Against Excessive Rhetoric in Impact Assessment: Overstating the Case for Randomised Controlled Experiments," Journal of Development Studies, Taylor & Francis Journals, vol. 47(11), pages 1619-1635.
    25. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    26. Lori Beaman, Dean Karlan, Bram Thuysbaert, and Christopher Udry, 2014. "Self-Selection into Credit Markets: Evidence from Agriculture in Mali - Working Paper 377," Working Papers 377, Center for Global Development.
    27. Andre Croppenstedt & Mulat Demeke & Meloria M. Meschi, 2003. "Technology Adoption in the Presence of Constraints: the Case of Fertilizer Demand in Ethiopia," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 58-70, February.
    28. Abhijit Banerjee & Dean Karlan & Jonathan Zinman, 2015. "Six Randomized Evaluations of Microcredit: Introduction and Further Steps," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 1-21, January.
    29. Lala Safiatou Ouedraogo & Patrick Mundler, 2019. "Local Governance and Labor Organizations on Artisanal Gold Mining Sites in Burkina Faso," Sustainability, MDPI, vol. 11(3), pages 1-21, January.
    30. Imbens, Guido W., 2014. "Instrumental Variables: An Econometrician's Perspective," IZA Discussion Papers 8048, Institute of Labor Economics (IZA).
    31. Jianmei Zhao & Peter J. Barry, 2014. "Effects of credit constraints on rural household technical efficiency," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 6(4), pages 654-668, October.
    32. Basu, Karna & Wong, Maisy, 2015. "Evaluating seasonal food storage and credit programs in east Indonesia," Journal of Development Economics, Elsevier, vol. 115(C), pages 200-216.
    33. Jonathan Isham, 2002. "The Effect of Social Capital on Fertiliser Adoption: Evidence from Rural Tanzania," Journal of African Economies, Centre for the Study of African Economies, vol. 11(1), pages 39-60, March.
    34. Hazarika, Bhabesh & Bezbaruah, Madhurjya Prashad & Goswami, Kishor, 2016. "Adoption of modern weaving technology in the handloom micro-enterprises in Assam: A Double Hurdle approach," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 344-356.
    35. Abate, Gashaw Tadesse & Rashid, Shahidur & Borzaga, Carlos & Getnet, Kindie, 2015. "Rural finance and agricultural technology adoption in Ethiopia: Does institutional design matter?:," IFPRI discussion papers 1422, International Food Policy Research Institute (IFPRI).
    36. Malapit, Hazel Jean L. & Quisumbing, Agnes R., 2015. "What dimensions of women’s empowerment in agriculture matter for nutrition in Ghana?," Food Policy, Elsevier, vol. 52(C), pages 54-63.
    37. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    38. Frank Girabi & Agnes Elishadai Godfrey Mwakaje, 2013. "Impact of Microfinance on Smallholder Farm Productivity in Tanzania: The Case of Iramba District," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(2), pages 227-242, February.
    39. Orazio Attanasio & Britta Augsburg & Ralph De Haas & Emla Fitzsimons & Heike Harmgart, 2015. "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 90-122, January.
    40. Fleur Wouterse, 2019. "The Role of Empowerment in Agricultural Production: Evidence from Rural Households in Niger," Journal of Development Studies, Taylor & Francis Journals, vol. 55(4), pages 565-580, April.
    41. Lawin, Kotchikpa G. & Tamini, Lota D., 2017. "Risk preferences and crop diversification amongst smallholder farmers in Burkina Faso," Annual Meeting, 2017, June 18-21, Montreal, Canada 258058, Canadian Agricultural Economics Society.
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    More about this item

    Keywords

    Burkina Faso; Microcredit; Agricultural production; Agricultural productivity; Impact evaluation;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

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