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Marginal returns on Chinese agricultural technology transfer in Nigeria: Who benefits more?

Author

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  • Olasehinde, Toba Stephen
  • Jin, Ye
  • Qiao, Fangbin
  • Mao, Shiping

Abstract

Agricultural technology transfers are generally considered an effective means of solving persistently low yields in sub-Saharan Africa. This study assesses the impact of the Chinese agricultural training program on farmers' productivity and income using ex-post non-experimental data from Ogun State, Nigeria. Our empirical approach is based on marginal treatment effect models. We find that the returns for individuals who participated in Chinese agricultural technology training indicated a 68.5% increase in yield and a 45.3% increase in agricultural income. Furthermore, we show that the program targets farmers from advantaged backgrounds, who may benefit less from attending the program than disadvantaged farmers, who experience a lower incentive to participate. Finally, we suggest sufficient awareness and incentives to encourage highly resistant farmers to participate in such programmes.

Suggested Citation

  • Olasehinde, Toba Stephen & Jin, Ye & Qiao, Fangbin & Mao, Shiping, 2023. "Marginal returns on Chinese agricultural technology transfer in Nigeria: Who benefits more?," China Economic Review, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:chieco:v:78:y:2023:i:c:s1043951x23000202
    DOI: 10.1016/j.chieco.2023.101935
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    as
    1. Manudeep Bhuller & Gordon B. Dahl & Katrine V. Løken & Magne Mogstad, 2020. "Incarceration, Recidivism, and Employment," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1269-1324.
    2. Birkhaeuser, Dean & Evenson, Robert E & Feder, Gershon, 1991. "The Economic Impact of Agricultural Extension: A Review," Economic Development and Cultural Change, University of Chicago Press, vol. 39(3), pages 607-650, April.
    3. Thomas Cornelissen & Christian Dustmann & Anna Raute & Uta Schönberg, 2018. "Who Benefits from Universal Child Care? Estimating Marginal Returns to Early Child Care Attendance," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2356-2409.
    4. Cornelissen, Thomas & Dustmann, Christian & Raute, Anna & Schönberg, Uta, 2016. "From LATE to MTE: Alternative methods for the evaluation of policy interventions," Labour Economics, Elsevier, vol. 41(C), pages 47-60.
    5. Restuccia, Diego & Yang, Dennis Tao & Zhu, Xiaodong, 2008. "Agriculture and aggregate productivity: A quantitative cross-country analysis," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 234-250, March.
    6. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    7. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    8. Toba Stephen Olasehinde & Fangbin Qiao & Shiping Mao, 2022. "Performance of Nigerian Rice Farms from 2010 to 2019: A Stochastic Metafrontier Approach," Agriculture, MDPI, vol. 12(7), pages 1-13, July.
    9. Abel Kinyondo & Carol Newman & Finn Tarp, 2016. "The role and effectiveness of Special Economic Zones in Tanzania," WIDER Working Paper Series wp-2016-122, World Institute for Development Economic Research (UNU-WIDER).
    10. Masters, William A. & Bedingar, Touba & Oehmke, James F., 1998. "The impact of agricultural research in Africa: aggregate and case study evidence," Agricultural Economics, Blackwell, vol. 19(1-2), pages 81-86, September.
    11. Noltze, Martin & Schwarze, Stefan & Qaim, Matin, 2013. "Impacts of natural resource management technologies on agricultural yield and household income: The system of rice intensification in Timor Leste," Ecological Economics, Elsevier, vol. 85(C), pages 59-68.
    12. Tugendhat, Henry & Alemu, Dawit, 2016. "Chinese Agricultural Training Courses for African Officials: Between Power and Partnerships," World Development, Elsevier, vol. 81(C), pages 71-81.
    13. Martin Eckhoff Andresen, 2018. "Exploring marginal treatment effects: Flexible estimation using Stata," Stata Journal, StataCorp LP, vol. 18(1), pages 118-158, March.
    14. Jepsen, Christopher & Montgomery, Mark, 2009. "Miles to go before I learn: The effect of travel distance on the mature person's choice of a community college," Journal of Urban Economics, Elsevier, vol. 65(1), pages 64-73, January.
    15. Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2017. "Beyond LATE with a Discrete Instrument," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 985-1039.
    16. Chen, Yunnan & Sun, Irene Yuan & Ukaejiofo, Rex Uzonna & Xiaoyang, Tang & Brautigam, Deborah, 2016. "Learning from China? Manufacturing Investment and Technology Transfer in Nigeria," SAIS-CARI Working Papers 2016/2, Johns Hopkins University, School of Advanced International Studies (SAIS), China Africa Research Initiative (CARI).
    17. Isaksson, Ann-Sofie & Kotsadam, Andreas, 2018. "Chinese aid and local corruption," Journal of Public Economics, Elsevier, vol. 159(C), pages 146-159.
    18. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    19. Giwa, Adewale & Alabi, Adetunji & Yusuf, Ahmed & Olukan, Tuza, 2017. "A comprehensive review on biomass and solar energy for sustainable energy generation in Nigeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 620-641.
    20. Awudu Abdulai & Hendrik Tietje, 2007. "Estimating technical efficiency under unobserved heterogeneity with stochastic frontier models: application to northern German dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 34(3), pages 393-416, September.
    21. Nakano, Yuko & Tsusaka, Takuji W. & Aida, Takeshi & Pede, Valerien O., 2018. "Is farmer-to-farmer extension effective? The impact of training on technology adoption and rice farming productivity in Tanzania," World Development, Elsevier, vol. 105(C), pages 336-351.
    22. Cain, J. D. & Jinapala, K. & Makin, I. W. & Somaratna, P. G. & Ariyaratna, B. R. & Perera, L. R., 2003. "Participatory decision support for agricultural management. A case study from Sri Lanka," Agricultural Systems, Elsevier, vol. 76(2), pages 457-482, May.
    23. Bevis, Leah EM. & Barrett, Christopher B., 2020. "Close to the edge: High productivity at plot peripheries and the inverse size-productivity relationship," Journal of Development Economics, Elsevier, vol. 143(C).
    24. James J. Heckman & Jeffrey A. Smith, 2004. "The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 243-298, April.
    25. repec:fth:prinin:317 is not listed on IDEAS
    26. Diego Comin & Martí Mestieri, 2018. "If Technology Has Arrived Everywhere, Why Has Income Diverged?," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 137-178, July.
    27. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 70, Elsevier.
    28. Ma, Wanglin & Renwick, Alan & Yuan, Peng & Ratna, Nazmun, 2018. "Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias," Food Policy, Elsevier, vol. 81(C), pages 122-132.
    29. repec:aer:wpaper:154 is not listed on IDEAS
    30. Kijima, Yoko & Ito, Yukinori & Otsuka, Keijiro, 2012. "Assessing the Impact of Training on Lowland Rice Productivity in an African Setting: Evidence from Uganda," World Development, Elsevier, vol. 40(8), pages 1610-1618.
    31. Chen, Yunnan & Sun, Irene Yuan & Ukaejiofo, Rex Uzonna & Xiaoyang, Tang & Bräutigam, Deborah, 2016. "Learning from China?: Manufacturing, investment, and technology transfer in Nigeria:," IFPRI discussion papers 1565, International Food Policy Research Institute (IFPRI).
    32. Kirui, Oliver K. & Kozicka, Marta, 2018. "Vocational Education and Training for Farmers and Other Actors in the Agri-Food Value Chain in Africa," Working Papers 274536, University of Bonn, Center for Development Research (ZEF).
    33. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    34. Tian, Binbin & Lin, Chao & Zhang, Wenwen & Feng, Chen, 2022. "Tax Incentives, On-the-job Training, and Human Capital Accumulation: Evidence from China," China Economic Review, Elsevier, vol. 75(C).
    35. Brautigam, Deborah, 2011. "The Dragon's Gift: The Real Story of China in Africa," OUP Catalogue, Oxford University Press, number 9780199606290.
    36. Gershon Feder & Jock R. Anderson & Regina Birner & Klaus Deininger, 2010. "Promises and Realities of Community-Based Agricultural Extension," Palgrave Macmillan Books, in: Keijiro Otsuka & Kaliappa Kalirajan (ed.), Community, Market and State in Development, chapter 12, pages 187-208, Palgrave Macmillan.
    37. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    38. Abel Kinyondo & Carol Newman & Finn Tarp, 2016. "The role and effectiveness of Special Economic Zones in Tanzania," WIDER Working Paper Series 122, World Institute for Development Economic Research (UNU-WIDER).
    39. Solga, Heike & Protsch, Paula & Ebner, Christian & Brzinsky-Fay, Christian, 2014. "The German vocational education and training system: Its institutional configuration, strengths, and challenges," Discussion Papers, Research Unit: Skill Formation and Labor Markets SP I 2014-502, WZB Berlin Social Science Center.
    40. Chen, Yiu Por (Vincent), 2009. "Cream-Skimmer or Underdog? Labor Type Selectivity, Pre-Program Wage, and Rural Labor Training Program Outcome," IZA Discussion Papers 3979, Institute of Labor Economics (IZA).
    41. Sarr, Mare & Bezabih Ayele, Mintewab & Kimani, Mumbi E. & Ruhinduka, Remidius, 2021. "Who benefits from climate-friendly agriculture? The marginal returns to a rainfed system of rice intensification in Tanzania," World Development, Elsevier, vol. 138(C).
    42. 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.
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