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Labour‐saving technologies in smallholder agriculture: An economy‐wide model with field operations

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  • Arndt Feuerbacher
  • Jonas Luckmann

Abstract

Labour‐saving technologies are relevant for agricultural development. Yet, as this study shows, they are poorly integrated into agricultural production functions of economy‐wide models. We report a computable general equilibrium (CGE) model, which explicitly incorporating field operations (e.g. land preparation, weeding or harvesting) in the context of smallholder agriculture. The field operations approach allows to model technological trade‐offs in organic and conventional production systems at various stages of the agricultural production process. Simulating a structural change scenario, we compare the performance of the field operations approach with published benchmark production structures by assessing how they replicate empirically observed changes in land and agrochemical use. This benchmark analysis shows that incorporating field operations replicates the observed empirical changes most accurately and allows for more realistic modelling of labour‐saving technologies. We use the field operations model to investigate three policy options to mitigate labour shortages in the agricultural sector of Bhutan. Permitting the employment of Indian workers in agriculture has the highest short‐term potential in this respect. We find that subsidising agricultural machinery hiring services and removing import tariffs on agrochemical inputs are found to be less effective. Further options for model developments, such as combining field operations and labour market seasonality, are highlighted.

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  • Arndt Feuerbacher & Jonas Luckmann, 2023. "Labour‐saving technologies in smallholder agriculture: An economy‐wide model with field operations," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(1), pages 56-82, January.
  • Handle: RePEc:bla:ajarec:v:67:y:2023:i:1:p:56-82
    DOI: 10.1111/1467-8489.12502
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    1. Pauw, Kalie, 2003. "Functional Forms Used in CGE Models: Modelling Production and Commodity Flows," Background Paper Series 15606, PROVIDE Project.
    2. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    3. Keeny, Roman & Hertel, Thomas, 2005. "GTAP-AGR: A Framework for Assessing the Implications of Multilateral Changes in Agricultural Policies," Technical Papers 283422, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    4. World Bank, 2016. "Bhutan Economic Update, December 2016," World Bank Publications - Reports 26004, The World Bank Group.
    5. Peter B. Dixon & Dale Jorgenson (ed.), 2012. "Handbook of Computable General Equilibrium Modeling," Handbook of Computable General Equilibrium Modeling, Elsevier, edition 1, volume 1, number 1.
    6. Bekkers, Eddy & Koopman, Robert B. & Rêgo, Carolina Lemos, 2021. "Structural change in the Chinese economy and changing trade relations with the world," China Economic Review, Elsevier, vol. 65(C).
    7. Feuerbacher, Arndt & McDonald, Scott & Dukpa, Chencho & Grethe, Harald, 2020. "Seasonal rural labor markets and their relevance to policy analyses in developing countries," Food Policy, Elsevier, vol. 93(C).
    8. John M. Antle, 1983. "Sequential Decision Making in Production Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(2), pages 282-290.
    9. Glyn Wittwer & Onil Banerjee, 2015. "Investing in irrigation development in North West Queensland, Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), pages 189-207, April.
    10. Rehab Osman & Emanuele Ferrari & Scott McDonald, 2016. "Water Scarcity and Irrigation Efficiency in Egypt," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 1-28, December.
    11. Ramon E. Lopez, 1980. "The Structure of Production and the Derived Demand for Inputs in Canadian Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(1), pages 38-45.
    12. Hertel, Thomas, 1997. "Global Trade Analysis: Modeling and applications," GTAP Books, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, number 7685, December.
    13. Maulik Jagnani & Christopher B Barrett & Yanyan Liu & Liangzhi You, 2021. "Within-Season Producer Response to Warmer Temperatures: Defensive Investments by Kenyan Farmers [Sequential decision making in production models]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 392-419.
    14. R G Sargent, 2013. "Verification and validation of simulation models," Journal of Simulation, Taylor & Francis Journals, vol. 7(1), pages 12-24, February.
    15. Antle, John M., 1983. "Sequential Decision Making in Production Models," 1983 Annual Meeting, July 31-August 3, West Lafayette, Indiana 279107, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    16. Benfica, Rui & Cunguara, Benedito & Thurlow, James, 2019. "Linking agricultural investments to growth and poverty: An economywide approach applied to Mozambique," Agricultural Systems, Elsevier, vol. 172(C), pages 91-100.
    17. Peter B. Dixon & Maureen T. Rimmer, 2022. "Who will pay for workplace reforms in U.S. meat‐processing plants? Simulation results from the USAGE model," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(2), pages 400-423, April.
    18. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
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