IDEAS home Printed from https://ideas.repec.org/a/bla/jageco/v75y2024i1p425-456.html
   My bibliography  Save this article

Agricultural mechanisation and gendered labour activities across sectors: Micro‐evidence from multi‐country farm household data

Author

Listed:
  • Hiroyuki Takeshima

Abstract

The gender difference in employment across sectors is a critical element of gender inequality in rural livelihoods and welfare in developing countries. The role of production technologies, including agricultural mechanisation, in addressing gender inequality is increasingly explored. Knowledge gaps remain, however, including how agricultural mechanisation differentially affects labour engagements across sectors. This study aims to partly fill these knowledge gaps through micro‐evidence from seven countries (Ethiopia, Ghana, Nigeria, Tanzania, India, Nepal and Vietnam), using several nationally representative panel data and supplementary data and applying correlated random effects double‐hurdle models with instrumental variables. We find that the use of tractors and/or combine harvesters by the household induces a greater shift from farm activities to non‐farm activities by female members than by male members. While statistical significance varies, these patterns generally hold consistently across all seven countries studied. These patterns also hold across different farm sizes. While these are short‐term relations, agricultural mechanisation proxied by tractors and/or combine harvesters is one of the crucial contributors to gendered rural livelihood. Future studies should more closely investigate these patterns' underlying mechanisms and implications.

Suggested Citation

  • Hiroyuki Takeshima, 2024. "Agricultural mechanisation and gendered labour activities across sectors: Micro‐evidence from multi‐country farm household data," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 425-456, February.
  • Handle: RePEc:bla:jageco:v:75:y:2024:i:1:p:425-456
    DOI: 10.1111/1477-9552.12564
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1477-9552.12564
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1477-9552.12564?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Stephan Klasen, 2019. "What Explains Uneven Female Labor Force Participation Levels and Trends in Developing Countries?," The World Bank Research Observer, World Bank, vol. 34(2), pages 161-197.
    2. Sharmistha Self & Richard Grabowski, 2009. "Agricultural technology and child labor: evidence from India," Agricultural Economics, International Association of Agricultural Economists, vol. 40(1), pages 67-78, January.
    3. Taryn Dinkelman & L. Rachel Ngai, 2022. "Time Use and Gender in Africa in Times of Structural Transformation," Journal of Economic Perspectives, American Economic Association, vol. 36(1), pages 57-80, Winter.
    4. Goldman, Abe & Smith, Joyotee, 1995. "Agricultural transformations in India and Northern Nigeria: Exploring the nature of Green Revolutions," World Development, Elsevier, vol. 23(2), pages 243-263, February.
    5. Michael Dolislager & Thomas Reardon & Aslihan Arslan & Louise Fox & Saweda Liverpool-Tasie & Christine Sauer & David L. Tschirley, 2021. "Youth and Adult Agrifood System Employment in Developing Regions: Rural (Peri-urban to Hinterland) vs. Urban," Journal of Development Studies, Taylor & Francis Journals, vol. 57(4), pages 571-593, April.
    6. Rendall, Michelle, 2013. "Structural Change in Developing Countries: Has it Decreased Gender Inequality?," World Development, Elsevier, vol. 45(C), pages 1-16.
    7. Beegle, Kathleen & Carletto, Calogero & Himelein, Kristen, 2012. "Reliability of recall in agricultural data," Journal of Development Economics, Elsevier, vol. 98(1), pages 34-41.
    8. Dammert, Ana C. & Galdo, Jose, 2021. "Assessing adult farm labor statistics: Evidence from a survey design experiment in Ethiopia," Economics Letters, Elsevier, vol. 203(C).
    9. Julliet Wanjiku & John Uhuru Manyengo & Willis Oluoch-Kosura & Joseph T. Karugia, 2007. "Gender Differentiation in the Analysis of Alternative Farm Mechanization Choices on Small Farms in Kenya," WIDER Working Paper Series RP2007-15, World Institute for Development Economic Research (UNU-WIDER).
    10. Takeshima, Hiroyuki & Liu, Yanyan, 2020. "Smallholder mechanization induced by yield-enhancing biological technologies: Evidence from Nepal and Ghana," Agricultural Systems, Elsevier, vol. 184(C).
    11. Alberto Alesina & Paola Giuliano & Nathan Nunn, 2013. "On the Origins of Gender Roles: Women and the Plough," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 469-530.
    12. Takeshima, Hiroyuki & Hatzenbuehler, Patrick L. & Edeh, Hyacinth O., 2020. "Effects of agricultural mechanization on economies of scope in crop production in Nigeria," Agricultural Systems, Elsevier, vol. 177(C).
    13. repec:hoo:wpaper:e-92-3 is not listed on IDEAS
    14. Christiaensen,Luc & Christiaensen,Luc, 2017. "Agriculture in Africa -- telling myths from facts : a synthesis," Policy Research Working Paper Series 7979, The World Bank.
    15. Doss, Cheryl R., 2001. "Designing Agricultural Technology for African Women Farmers: Lessons from 25 Years of Experience," World Development, Elsevier, vol. 29(12), pages 2075-2092, December.
    16. Andre Croppenstedt & Markus Goldstein & Nina Rosas, 2013. "Gender and Agriculture: Inefficiencies, Segregation, and Low Productivity Traps," The World Bank Research Observer, World Bank, vol. 28(1), pages 79-109, February.
    17. Douglas Gollin & David Lagakos & Michael E. Waugh, 2014. "The Agricultural Productivity Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 939-993.
    18. Hiroyuki Takeshima & Kamiljon Akramov & Allen Park & Jarilkasin Ilyasov & Tanzila Ergasheva, 2022. "Agriculture-Nutrition Linkages, Cooking-Time, Intrahousehold Equality Among Women and Children: Evidence from Tajikistan," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(2), pages 940-977, April.
    19. Diao, Xinshen, ed. & Takeshima, Hiroyuki. ed. & Zhang, Xiaobo, ed., 2020. "An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia? Synopsis," IFPRI synopses 1224277378, International Food Policy Research Institute (IFPRI).
    20. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    21. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    22. Gass, Graham & Biggs, Stephen & Kelly, Aiden, 1997. "Stakeholders, science and decision making for poverty-focused rural mechanization research and development," World Development, Elsevier, vol. 25(1), pages 115-126, January.
    23. Gollin, Douglas & Rogerson, Richard, 2014. "Productivity, transport costs and subsistence agriculture," Journal of Development Economics, Elsevier, vol. 107(C), pages 38-48.
    24. Hiroyuki Takeshima, 2017. "Custom-hired tractor services and returns to scale in smallholder agriculture: a production function approach," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 363-372, May.
    25. repec:oup:qjecon:v:129:y:2014:i:2:p:939-993. is not listed on IDEAS
    26. Francks, Penelope, 1996. "Mechanizing small-scale rice cultivation in an industrializing economy: The development of the power-tiller in prewar Japan," World Development, Elsevier, vol. 24(4), pages 781-791, April.
    27. Hayami, Yujiro & Ruttan, V W, 1970. "Factor Prices and Technical Change in Agricultural Development: The United States and Japan, 1880-1960," Journal of Political Economy, University of Chicago Press, vol. 78(5), pages 1115-1141, Sept.-Oct.
    28. Xiaoshi Zhou & Wanglin Ma, 2021. "Does agricultural mechanization reduce vulnerable employment? Evidence from cross-country panel data," Economics Bulletin, AccessEcon, vol. 41(2), pages 294-303.
    29. Binswanger, Hans, 1986. "Agricultural Mechanization: A Comparative Historical Perspective," The World Bank Research Observer, World Bank, vol. 1(1), pages 27-56, January.
    30. Farzana Afridi & Monisankar Bishnu & Kanika Mahajan, 2023. "Gender and mechanization: Evidence from Indian agriculture," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 52-75, January.
    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. Araujo, Rafael & Borges, Bruna & Costa, Francisco J M & Santos, Kelly, 2024. "Seeds of Disparity: the Gender Land Divide from Brazil's Agricultural Transition," SocArXiv dk4bc, Center for Open Science.
    2. Galdo, Jose C., 2021. "Using Bank Savings Product Design for Empowering Women and Agricultural Development," IZA Discussion Papers 14523, Institute of Labor Economics (IZA).
    3. Thomas Daum & Ygué Patrice Adegbola & Geoffrey Kamau & Alpha Oumar Kergna & Christogonus Daudu & Wahab Akeem Adebowale & Carine Adegbola & Charles Bett & Wellington Mulinge & Roch Cedrique Zossou & Ab, 2024. "Made in Africa – How to make local agricultural machinery manufacturing thrive," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1079-1109, March.
    4. Li, Xinghao & An, Lufeng & Zhang, Dayong & Lee, Chi-Chuan & Yu, Chin-Hsien, 2024. "Energy access and female labor force participation in developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    5. Takeshima, Hiroyuki, 2015. "Identifying the effects of market imperfections for a scale biased agricultural technology: Tractors in Nigeria," 2015 Conference, August 9-14, 2015, Milan, Italy 211937, International Association of Agricultural Economists.
    6. Eva‐Maria Egger & Aslihan Arslan & Emanuele Zucchini, 2022. "Does connectivity reduce gender gaps in off‐farm employment? Evidence from 12 low‐ and middle‐income countries," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(1), pages 197-218, March.
    7. Dorinet, Elizavetta & Jouvet, Pierre-André & Wolfersberger, Julien, 2021. "Is the agricultural sector cursed too? Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 140(C).
    8. Porteous, Obie, 2022. "Reverse Dutch disease with trade costs: Prospects for agriculture in Africa's oil-rich economies," Journal of International Economics, Elsevier, vol. 138(C).
    9. Meng Meng & Leng Yu & Xiaohua Yu, 2024. "Machinery structure, machinery subsidies, and agricultural productivity: Evidence from China," Agricultural Economics, International Association of Agricultural Economists, vol. 55(2), pages 223-246, March.
    10. Emerick, Kyle, 2018. "Agricultural productivity and the sectoral reallocation of labor in rural India," Journal of Development Economics, Elsevier, vol. 135(C), pages 488-503.
    11. Dorinet, Elizavetta & Jouvet, Pierre-André & Wolfersberger, Julien, 2021. "Is the agricultural sector cursed too? Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 140(C).
    12. Takeshima, Hiroyuki, 2015. "Market imperfections for tractor service provision in Nigeria: International perspectives and empirical evidence:," IFPRI discussion papers 1424, International Food Policy Research Institute (IFPRI).
    13. Kajal Gulati & Patrick S. Ward & Travis J. Lybbert & David J. Spielman, 2024. "Intrahousehold preference heterogeneity and demand for labor‐saving agricultural technology," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(2), pages 684-711, March.
    14. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    15. Diana E Lopez & Romain Frelat & Lone B Badstue, 2022. "Towards gender-inclusive innovation: Assessing local conditions for agricultural targeting," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-25, March.
    16. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    17. Thomas Daum & Filippo Capezzone & Regina Birner, 2021. "Using smartphone app collected data to explore the link between mechanization and intra-household allocation of time in Zambia," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 38(2), pages 411-429, June.
    18. Yi Li, 2020. "Internet Development and Structural Transformation: Evidence from China," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(1), pages 1-8.
    19. Victor Gay, 2023. "Culture: An Empirical Investigation of Beliefs, Work, and Fertility. A Verification and Reproduction of Fernández and Fogli (2009)," Post-Print hal-04194417, HAL.

    More about this item

    Statistics

    Access and download statistics

    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:bla:jageco:v:75:y:2024:i:1:p:425-456. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0021-857X .

    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.