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The Impact of Improved Seed Adoption on Nutrition Outcome: A Panel Endogenous Switching Regression Analysis

Author

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  • Abebe, Meseret Birhane

    (Addis Ababa University)

  • Endale, Kefyalew

    (Addis Ababa University)

Abstract

A large body of literature in development economics has investigated the impact of improved agricultural technologies on productivity and the welfare of smallholder farmers. This paper studies the impact of new technologies on a relatively under-researched outcome variable of interest, nutrition security. We use a two-step panel Endogenous Switching Regression (ESR) on two rounds of household panel data from rural Ethiopia and show that improved seed adoption resulted in a significant increase in households’ protein, fat, and iron consumption. Improved seed adopter households also exhibit a significantly larger household diet diversity index, implying that they consume a wide range of nutritious food items. The results suggest that the impact of the adoption of improved agricultural technologies may be significantly larger than what has been documented by previous studies.

Suggested Citation

  • Abebe, Meseret Birhane & Endale, Kefyalew, 2023. "The Impact of Improved Seed Adoption on Nutrition Outcome: A Panel Endogenous Switching Regression Analysis," EfD Discussion Paper 23-1, Environment for Development, University of Gothenburg.
  • Handle: RePEc:hhs:gunefd:2023_001
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    References listed on IDEAS

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    1. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2018. "Climate Change and Agriculture: Farmer Adaptation to Extreme Heat," Discussion Papers dp18-02, Department of Economics, Simon Fraser University.
    2. Yao Pan & Stephen C Smith & Munshi Sulaiman, 2018. "Agricultural Extension and Technology Adoption for Food Security: Evidence from Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(4), pages 1012-1031.
    3. 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.
    4. Tesfamicheal Wossen & Tahirou Abdoulaye & Arega Alene & Pierre Nguimkeu & Shiferaw Feleke & Ismail Y Rabbi & Mekbib G Haile & Victor Manyong, 2019. "Estimating the Productivity Impacts of Technology Adoption in the Presence of Misclassification," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 1-16.
    5. Emiliano Magrini & Mauro Vigani, 2016. "Technology adoption and the multiple dimensions of food security: the case of maize in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 707-726, August.
    6. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    7. 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.
    8. Di Zeng & Jeffrey Alwang & George W. Norton & Bekele Shiferaw & Moti Jaleta & Chilot Yirga, 2017. "Agricultural technology adoption and child nutrition enhancement: improved maize varieties in rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(5), pages 573-586, September.
    9. Moti Jaleta & Menale Kassie & Paswel Marenya & Chilot Yirga & Olaf Erenstein, 2018. "Impact of improved maize adoption on household food security of maize producing smallholder farmers in Ethiopia," 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 81-93, February.
    10. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    11. Xavier Giné & Robert Townsend & James Vickery, 2008. "Patterns of Rainfall Insurance Participation in Rural India," The World Bank Economic Review, World Bank, vol. 22(3), pages 539-566, October.
    12. Russell L. Lamb, 2003. "Fertilizer Use, Risk, and Off-Farm Labor Markets in the Semi-Arid Tropics of India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 359-371.
    13. Yonas Alem & Mintewab Bezabih & Menale Kassie & Precious Zikhali, 2010. "Does fertilizer use respond to rainfall variability? Panel data evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 165-175, March.
    14. Jeremy R. Magruder, 2018. "An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 299-316, October.
    15. Manda, Julius & Alene, Arega D. & Tufa, Adane H. & Abdoulaye, Tahirou & Wossen, Tesfamicheal & Chikoye, David & Manyong, Victor, 2019. "The poverty impacts of improved cowpea varieties in Nigeria: A counterfactual analysis," World Development, Elsevier, vol. 122(C), pages 261-271.
    16. Ariel BenYishay & A Mushfiq Mobarak, 2019. "Social Learning and Incentives for Experimentation and Communication," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 976-1009.
    17. Larochelle, Catherine & Alwang, Jeffrey Roger, 2014. "Impacts of Improved Bean Varieties on Food Security in Rwanda," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170567, Agricultural and Applied Economics Association.
    18. John Sseruyange & Erwin Bulte, 2018. "Do Incentives Matter for the Diffusion of Financial Knowledge? Experimental Evidence from Uganda," Journal of African Economies, Centre for the Study of African Economies, vol. 27(5), pages 612-631.
    19. Kelvin Mashisia Shikuku & Janneke Pieters & Erwin Bulte & Peter Läderach, 2019. "Incentives and the Diffusion of Agricultural Knowledge: Experimental Evidence from Northern Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(4), pages 1164-1180.
    20. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    21. Wubneshe Dessalegn Biru & Manfred Zeller & Tim K. Loos, 2020. "Correction to: The Impact of Agricultural Technologies on Poverty and Vulnerability of Smallholders in Ethiopia: A Panel Data Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(1), pages 351-351, February.
    22. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2018. "Climate change and agriculture: farmer adaptation to extreme heat," IFS Working Papers W18/06, Institute for Fiscal Studies.
    23. Wubneshe Dessalegn Biru & Manfred Zeller & Tim K. Loos, 2020. "The Impact of Agricultural Technologies on Poverty and Vulnerability of Smallholders in Ethiopia: A Panel Data Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 517-544, January.
    24. Alwang, Jeffrey & Gotor, Elisabetta & Thiele, Graham & Hareau, Guy & Jaleta, Moti & Chamberlin, Jordan, 2019. "Pathways from research on improved staple crop germplasm to poverty reduction for smallholder farmers," Agricultural Systems, Elsevier, vol. 172(C), pages 16-27.
    25. Menale Kassie & Paswel Marenya & Yohannis Tessema & Moti Jaleta & Di Zeng & Olaf Erenstein & Dil Rahut, 2018. "Measuring Farm and Market Level Economic Impacts of Improved Maize Production Technologies in Ethiopia: Evidence from Panel Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 76-95, February.
    26. 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.
    27. Martey, Edward & Etwire, Prince Maxwell & Abdoulaye, Tahirou, 2020. "Welfare impacts of climate-smart agriculture in Ghana: Does row planting and drought-tolerant maize varieties matter?," Land Use Policy, Elsevier, vol. 95(C).
    28. David W. Carter & J. Walter Milon, 2005. "Price Knowledge in Household Demand for Utility Services," Land Economics, University of Wisconsin Press, vol. 81(2).
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    More about this item

    Keywords

    Technology adoption; Food security; Nutrition; Vulnerability; and Ethiopia;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation

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