IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v78y2023ics1043951x23000202.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X23000202
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2023.101935?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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).
    9. Isaksson, Ann-Sofie & Kotsadam, Andreas, 2018. "Chinese aid and local corruption," Journal of Public Economics, Elsevier, vol. 159(C), pages 146-159.
    10. 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.
    11. 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..
    12. 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).
    13. 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.
    14. Brautigam, Deborah, 2011. "The Dragon's Gift: The Real Story of China in Africa," OUP Catalogue, Oxford University Press, number 9780199606290.
    15. 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.
    16. 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).
    17. 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.
    18. 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.
    19. 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).
    20. Martin Eckhoff Andresen, 2018. "Exploring marginal treatment effects: Flexible estimation using Stata," Stata Journal, StataCorp LP, vol. 18(1), pages 118-158, March.
    21. 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).
    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. repec:fth:prinin:317 is not listed on IDEAS
    24. 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.
    25. 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).
    26. 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.
    27. 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.
    28. 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.
    29. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    30. 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.
    31. 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..
    32. 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.
    33. 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.
    34. 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.
    35. 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).
    36. 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.
    37. 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.
    38. 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.
    39. repec:aer:wpaper:154 is not listed on IDEAS
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Laura Schmitz, 2022. "Heterogeneous Effects of After-School Care on Child Development," Discussion Papers of DIW Berlin 2006, DIW Berlin, German Institute for Economic Research.
    2. 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).
    3. Tafti, Elena Ashtari, 2023. "Technology, Skills, and Performance: The Case of Robots in Surgery," CINCH Working Paper Series (since 2020) 78746, Duisburg-Essen University Library, DuEPublico.
    4. Gerten, Elisa & Beckmann, Michael & Kräkel, Matthias, 2022. "Information and Communication Technology, Hierarchy, and Job Design," IZA Discussion Papers 15491, Institute of Labor Economics (IZA).
    5. Thomas Carr & Toru Kitagawa, 2021. "Testing Instrument Validity with Covariates," Papers 2112.08092, arXiv.org, revised Sep 2023.
    6. Domenico Depalo, 2020. "Explaining the causal effect of adherence to medication on cholesterol through the marginal patient," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 110-126, October.
    7. Elena Ashtari Tafti, 2022. "Technology, skills, and performance: the case of robots in surgery," IFS Working Papers W22/46, Institute for Fiscal Studies.
    8. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
    9. Matthias Westphal & Daniel A Kamhöfer & Hendrik Schmitz, 2022. "Marginal College Wage Premiums Under Selection Into Employment," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2231-2272.
    10. Yamaguchi, Shintaro & Asai, Yukiko & Kambayashi, Ryo, 2018. "Effects of subsidized childcare on mothers’ labor supply under a rationing mechanism," Labour Economics, Elsevier, vol. 55(C), pages 1-17.
    11. Akabayashi, Hideo & Ruberg, Tim & Shikishima, Chizuru & Yamashita, Jun, 2023. "Education-oriented and care-oriented preschools: Implications on child development," Labour Economics, Elsevier, vol. 84(C).
    12. Bartalotti, Otávio & Kédagni, Désiré & Possebom, Vitor, 2023. "Identifying marginal treatment effects in the presence of sample selection," Journal of Econometrics, Elsevier, vol. 234(2), pages 565-584.
    13. Gathmann, Christina & Vonnahme, Christina & Kim, Jongoh & Busse, Anna, 2021. "Marginal Returns to Citizenship and Educational Performance," CEPR Discussion Papers 16636, C.E.P.R. Discussion Papers.
    14. Felfe, Christina & Lalive, Rafael, 2018. "Does early child care affect children's development?," Journal of Public Economics, Elsevier, vol. 159(C), pages 33-53.
    15. Li, Meng & Jin, Tianyu & Liu, Shenglong & Zhou, Shaojie, 2021. "The cost of clean energy transition in rural China: Evidence based on marginal treatment effects," Energy Economics, Elsevier, vol. 97(C).
    16. Péron, M.; & Dormont, B.;, 2018. "Heterogeneous moral hazard in Supplementary Health Insurance," Health, Econometrics and Data Group (HEDG) Working Papers 18/27, HEDG, c/o Department of Economics, University of York.
    17. Giesecke, Matthias & Schuß, Eric, 2019. "Heterogeneity in marginal returns to language training of immigrants," IAB-Discussion Paper 201919, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    18. Richard Dorsett & Lucy Stokes, 2022. "Pre‐apprenticeship training for young people: Estimating the marginal and average treatment effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(1), pages 37-60, January.
    19. Ivan A Canay & Magne Mogstad & Jack Mount, 2024. "On the Use of Outcome Tests for Detecting Bias in Decision Making," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 2135-2167.
    20. Robert A. Moffitt & Matthew V. Zahn, 2019. "The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation," NBER Working Papers 26028, National Bureau of Economic Research, Inc.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:78:y:2023:i:c:s1043951x23000202. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.