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Estimating the impact of climbing bean adoption on bean productivity in Rwanda: Endogenous Switching Regression

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  • Katungi, Enid
  • Larochelle, Catherine
  • Mugaboo, Josephat
  • Buruchara, Robin

Abstract

This paper investigates the determinants of the decision to switch from cultivating bush to high yielding climbing beans and estimates the causal impact of adoption of climbing beans on productivity based a nationally representative sample of bean producing households. An endogenous switching regression model is used to account for the endogenous nature of adoption and accurately quantify the differences in productivity between climbing and bush bean technologies. Adoption of climbing bean varieties substantially increased over the past 15 years. Elevation, rainfall, and cropping systems are important determinants of adoption of climbing beans. Adoption of climbing beans increases productivity by 21 percent among adopters compared to 48 percent for non-adopters.

Suggested Citation

  • Katungi, Enid & Larochelle, Catherine & Mugaboo, Josephat & Buruchara, Robin, 2016. "Estimating the impact of climbing bean adoption on bean productivity in Rwanda: Endogenous Switching Regression," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246456, African Association of Agricultural Economists (AAAE).
    • Handle: RePEc:ags:aaae16:246456
    DOI: 10.22004/ag.econ.246456
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    1. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
    2. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    3. Rajagopal, 2014. "Technology Diffusion and Adoption," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 6, pages 148-173, Palgrave Macmillan.
    4. Margarita Genius & Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2014. "Information Transmission in Irrigation Technology Adoption and Diffusion: Social Learning, Extension Services, and Spatial Effects," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 328-344.
    5. Barham, Bradford L. & Chavas, Jean-Paul & Fitz, Dylan & Salas, Vanessa Ríos & Schechter, Laura, 2014. "The roles of risk and ambiguity in technology adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 204-218.
    6. Kwikiriza, Norman & Katungi, Enid & Horna, Daniela, 2011. "Estimating the role of spatial varietal diversity on crop productivity within an abatement framework: The case of banana in Uganda," IFPRI discussion papers 01051, International Food Policy Research Institute (IFPRI).
    7. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    8. Bellon, Mauricio R & Taylor, J Edward, 1993. ""Folk" Soil Taxonomy and the Partial Adoption of New Seed Varieties," Economic Development and Cultural Change, University of Chicago Press, vol. 41(4), pages 763-786, July.
    9. 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.
    10. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    11. Christine M. Moser & Christopher B. Barrett, 2006. "The complex dynamics of smallholder technology adoption: the case of SRI in Madagascar," Agricultural Economics, International Association of Agricultural Economists, vol. 35(3), pages 373-388, November.
    12. Catherine Larochelle & Jeffrey Alwang, 2013. "The Role of Risk Mitigation in Production Efficiency: A Case Study of Potato Cultivation in the Bolivian Andes," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 363-381, June.
    13. Ira Matuschke & Matin Qaim, 2009. "The impact of social networks on hybrid seed adoption in India," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 493-505, September.
    14. Bart Minten & Bethlehem Koru & David Stifel, 2013. "The last mile(s) in modern input distribution: Pricing, profitability, and adoption," Agricultural Economics, International Association of Agricultural Economists, vol. 44(6), pages 629-646, November.
    15. Ursula Aldana & Brad Barham & Jeremy Foltz & Pilar Useche, 2012. "Early adoption, experience, and farm performance of GM corn seeds," Agricultural Economics, International Association of Agricultural Economists, vol. 43, pages 11-18, November.
    16. Salvatore Di Falco & Jean‐Paul Chavas & Melinda Smale, 2007. "Farmer management of production risk on degraded lands: the role of wheat variety diversity in the Tigray region, Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 36(2), pages 147-156, March.
    17. George E. Battese, 1997. "A Note On The Estimation Of Cobb‐Douglas Production Functions When Some Explanatory Variables Have Zero Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 250-252, January.
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    Cited by:

    1. Ngango, Jules & Hong, Seungjee, 2021. "Speed of adoption of intensive agricultural practices in Rwanda: A duration analysis," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 60(1), February.
    2. Enid M. Katungi & Catherine Larochelle & Josephat R. Mugabo & Robin Buruchara, 2018. "The effect of climbing bean adoption on the welfare of smallholder common bean growers in Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 61-79, February.

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    Keywords

    Crop Production/Industries; Productivity Analysis;

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