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Selection and Comparative Advantage in Technology Adoption

  • Tavneet Suri

    ()

    (Sloan School, MIT)

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    This paper examines a well known empirical puzzle in the literature on technology adoption: despite the potential of technologies to increase returns dramatically, a significant fraction of households do not use these technologies. I study the use of hybrid maize and fertilizer in Kenya, where there are persistent cross-sectional differences in aggregate adoption rates with a large fraction of households switching in and out of adoption. By allowing for selection of farmers into technology use via comparative advantage differences, I examine whether the yield returns to adopting hybrid maize vary across farmers. If so, high average returns can coexist with low returns for the marginal farmer. My findings indicate the existence of two interesting subgroups in the population. A small group of farmers has potentially high returns from adopting the technologies. Yet, they do not adopt. This lack of adoption appears to stem from supply and infrastructure constraints, such as the distance to fertilizer distributors. In addition, a larger group of farmers faces very low returns to adopting hybrid maize, but chooses to adopt. This latter group might benefit substantially from the development of newer hybrid strains to increase yields. On the whole, the stagnation in hybrid adoption does not appear to be due to constraints or irrationalities.

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    File URL: http://www.econ.yale.edu/growth_pdf/cdp944.pdf
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    Paper provided by Economic Growth Center, Yale University in its series Working Papers with number 944.

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    Length: 60 pages
    Date of creation: Sep 2006
    Date of revision:
    Handle: RePEc:egc:wpaper:944
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    1. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2002. "Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policies," IZA Discussion Papers 453, Institute for the Study of Labor (IZA).
    2. Karanja, Daniel David & Renkow, M. & Crawford, E.W., 2003. "Welfare effects of maize technologies in marginal and high potential regions of Kenya," Agricultural Economics of Agricultural Economists, International Association of Agricultural Economists, vol. 29(3), December.
    3. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-60, September.
    4. 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.
    5. David Card & Daniel Sullivan, 1987. "Measuring the Effect of Subsidized Training Programs on Movements In andOut of Employment," NBER Working Papers 2173, National Bureau of Economic Research, Inc.
    6. Card, David, 1996. "The Effect of Unions on the Structure of Wages: A Longitudinal Analysis," Econometrica, Econometric Society, vol. 64(4), pages 957-79, July.
    7. Jayne, Thom S. & Yamano, Takashi & Nyoro, James K. & Awour, Tom, 2001. "Do Farmers Really Benefit from High Food Prices? Balancing Rural Interests in Kenya's Maize Pricing and Marketing Policy," Working Papers 202678, Egerton University, Tegemeo Institute of Agricultural Policy and Development.
    8. Jayne, Thomas S. & Meyers, Robert J. & Nyoro, James K., 2005. "Effects of Government Maize Marketing and Trade Policies on Maize Market Prices in Kenya," Food Security Collaborative Working Papers 55162, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    9. John Knight & Sharada Weir, 2000. "Adoption and Diffusion of Agricultural Innovations in Ethiopia: The Role of Education," Economics Series Working Papers WPS/2000-05, University of Oxford, Department of Economics.
    10. Joseph G. Altonji & Lewis M. Segal, 1994. "Small Sample Bias in GMM Estimation of Covariance Structures," NBER Technical Working Papers 0156, National Bureau of Economic Research, Inc.
    11. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    12. Bjorklund, Anders & Moffitt, Robert, 1987. "The Estimation of Wage Gains and Welfare Gains in Self-selection," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 42-49, February.
    13. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-49, September.
    14. Sunding, David & Zilberman, David, 2001. "The agricultural innovation process: Research and technology adoption in a changing agricultural sector," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 4, pages 207-261 Elsevier.
    15. Lemieux, T., 1993. "Estimating the effects of Unions on Wage Inequality in a Two-Sector Model with Comparative Advantage and Non- Random Selection," Cahiers de recherche 9303, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    16. Place, Frank & Swallow, Brent M., 2000. "Assessing the relationships between property rights and technology adoption in smallholder agriculture: a review of issues and empirical methods," CAPRi working papers 2, International Food Policy Research Institute (IFPRI).
    17. 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 255-98, January.
    18. Mark Rosenzweig & Andrew D. Foster, . "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Home Pages _068, University of Pennsylvania.
    19. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    20. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    21. Munshi, Kaivan, 2004. "Social learning in a heterogeneous population: technology diffusion in the Indian Green Revolution," Journal of Development Economics, Elsevier, vol. 73(1), pages 185-213, February.
    22. Pedro Carneiro & James J. Heckman, 2002. "The Evidence on Credit Constraints in Post-Secondary Schooling," NBER Working Papers 9055, National Bureau of Economic Research, Inc.
    23. Robinson, Chris, 1989. "The Joint Determination of Union Status and Union Wage Effects: Some Tests of Alternative Models," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 639-67, June.
    24. Doss, Cheryl R., 2003. "Understanding Farm-Level Technology Adoption: Lessons Learned From Cimmyt'S Micro Surveys In Eastern Africa," Economics Working Papers 46552, CIMMYT: International Maize and Wheat Improvement Center.
    25. Garen, John, 1984. "The Returns to Schooling: A Selectivity Bias Approach with a Continuous Choice Variable," Econometrica, Econometric Society, vol. 52(5), pages 1199-1218, September.
    26. Paul David, 2005. "Zvi Griliches on Diffusion, Lags and Productivity Growth …Connecting the Dots," Labor and Demography 0502002, EconWPA.
    27. Francis Vella & Marno Verbeek, 1998. "Whose wages do unions raise? A dynamic model of unionism and wage rate determination for young men," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(2), pages 163-183.
    28. Heckman, James J. & Li, Xuesong, 2003. "Selection Bias, Comparative Advantage and Heterogeneous Returns to Education: Evidence from China in 2000," IZA Discussion Papers 829, Institute for the Study of Labor (IZA).
    29. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-80, June.
    30. Bandiera, Oriana & Rasul, Imran, 2002. "Social Networks and Technology Adoption in Northern Mozambique," CEPR Discussion Papers 3341, C.E.P.R. Discussion Papers.
    31. 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.
    32. Bronwyn H. Hall, 2004. "Innovation and Diffusion," NBER Working Papers 10212, National Bureau of Economic Research, Inc.
    33. James Heckman & Justin L. Tobias & Edward Vytlacil, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Southern Economic Journal, Southern Economic Association, vol. 68(2), pages 210-223, October.
    34. repec:oup:restud:v:58:y:1991:i:5:p:971-91 is not listed on IDEAS
    35. Benoit Mandelbrot, 1962. "Paretian Distributions and Income Maximization," The Quarterly Journal of Economics, Oxford University Press, vol. 76(1), pages 57-85.
    36. repec:oup:restud:v:64:y:1997:i:4:p:487-535 is not listed on IDEAS
    37. 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.
    38. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, Oxford University Press, vol. 107(3), pages 797-817.
    39. Duncan, Gregory M & Leigh, Duane E, 1985. "The Endogeneity of Union Status: An Empirical Test," Journal of Labor Economics, University of Chicago Press, vol. 3(3), pages 385-402, July.
    40. Yair Mundlak, 1961. "Empirical Production Function Free of Management Bias," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 43(1), pages 44-56.
    41. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "2001 Lawrence R. Klein Lecture Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 361-422, 05.
    42. Karanja, Daniel David, 1996. "An Economic and Institutional Analysis of Maize Research in Kenya," Food Security International Development Working Papers 54693, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    43. Nyoro, James K. & Kiiru, M.W. & Jayne, Thom S., 1999. "Evolution of Kenya's Maize Marketing Systems in the Post-Liberalization Era," Working Papers 202679, Egerton University, Tegemeo Institute of Agricultural Policy and Development.
    44. George Jakubson, 1991. "Estimation and Testing of the Union Wage Effect Using Panel Data," Review of Economic Studies, Oxford University Press, vol. 58(5), pages 971-991.
    45. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318 Elsevier.
    46. Borjas, George J, 1987. "Self-Selection and the Earnings of Immigrants," American Economic Review, American Economic Association, vol. 77(4), pages 531-53, September.
    47. Smale, Melinda & Jayne, T.S., 2003. "Maize in Eastern and Southern Africa: 'seeds' of success in retrospect," EPTD discussion papers 97, International Food Policy Research Institute (IFPRI).
    48. De Groote, Hugo & Overholt, William & Ouma, James Okuro & Mugo, Stephen, 2003. "Assessing The Potential Impact Of Bt Maize In Kenya Using A Gis Based Model," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa 25854, International Association of Agricultural Economists.
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