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Gender-Biased Technological Change: Milking Machines and the Exodus of Women from Farming
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Gender-Biased Technological Change: Milking Machines and the Exodus of Women from Farming

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  • Ager, Philipp

    (University of Mannheim)

  • Goñi, Marc

    (University of Bergen)

  • Salvanes, Kjell G.

    (Norwegian School of Economics)

Abstract

This paper studies the link between gender-biased technological change in the agricultural sector and structural transformation in Norway. After WWII, Norwegian farms began widely adopting milking machines to replace the hand milking of cows, a task typically performed by women. Combining population-wide panel data from the Norwegian registry with municipality-level data from the Census of Agriculture, we show that the adoption of milking machines triggered a process of structural transformation by displacing young rural women from their traditional jobs on farms in dairy-intensive municipalities. The displaced women moved to urban areas where they acquired a higher level of education and found better-paid employment. These findings are consistent with the predictions of a Roy model of comparative advantage, extended to account for task automation and the gender division of labor in the agricultural sector. We also quantify significant inter-generational effects of this gender-biased technology adoption. Our results imply that the mechanization of farming has broken deeply rooted gender norms, transformed women's work, and improved their long-term educational and earning opportunities, relative to men.

Suggested Citation

  • Ager, Philipp & Goñi, Marc & Salvanes, Kjell G., 2023. "Gender-Biased Technological Change: Milking Machines and the Exodus of Women from Farming," IZA Discussion Papers 16347, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp16347
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    as
    1. Björklund, Anders & Salvanes, Kjell G., 2011. "Education and Family Background: Mechanisms and Policies," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 3, pages 201-247, Elsevier.
    2. Alessio Moro & Solmaz Moslehi & Satoshi Tanaka, 2017. "Does Home Production Drive Structural Transformation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(3), pages 116-146, July.
    3. Joseph Zeira, 1998. "Workers, Machines, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1091-1117.
    4. Philipp Ager & Benedikt Herz & Markus Brueckner, 2020. "Structural Change and the Fertility Transition," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 806-822, October.
    5. Gollin, Douglas, 2010. "Agricultural Productivity and Economic Growth," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 4, chapter 73, pages 3825-3866, Elsevier.
    6. Nathan Nunn & Nancy Qian, 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 593-650.
    7. 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.
    8. Rodolfo E. Manuelli & Ananth Seshadri, 2014. "Frictionless Technology Diffusion: The Case of Tractors," American Economic Review, American Economic Association, vol. 104(4), pages 1368-1391, April.
    9. David H. Autor, 2019. "Work of the Past, Work of the Future," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 1-32, May.
    10. Stevens, Ann Huff & Schaller, Jessamyn, 2011. "Short-run effects of parental job loss on children's academic achievement," Economics of Education Review, Elsevier, vol. 30(2), pages 289-299, April.
    11. Goldin, Claudia, 1992. "Understanding the Gender Gap: An Economic History of American Women," OUP Catalogue, Oxford University Press, number 9780195072709.
    12. Michelle Rendall, 2018. "Female Market Work, Tax Regimes, and the Rise of the Service Sector," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 269-289, April.
    13. repec:hoo:wpaper:e-92-3 is not listed on IDEAS
    14. Bütikofer, Aline & Dalla-Zuanna, Antonio & Salvanes, Kjell G., 2018. "Breaking the Links: Natural Resource Booms and Intergenerational Mobility," Discussion Paper Series in Economics 19/2018, Norwegian School of Economics, Department of Economics.
    15. Michelle Rendall, 2011. "The Service Sector and Female Market Work: Europe vs US," 2011 Meeting Papers 778, Society for Economic Dynamics.
    16. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    17. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
    18. Kaivan Munshi & Mark Rosenzweig, 2016. "Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap," American Economic Review, American Economic Association, vol. 106(1), pages 46-98, January.
    19. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March.
    20. Patrick Bennett & Aline Bütikofer & Kjell G. Salvanes & Darina Steskal, 2022. "Changes in Urban Wages, Jobs, and Workers from 1958-2017," CESifo Working Paper Series 9766, CESifo.
    21. Andrew Schmitz & David Seckler, 1970. "Mechanized Agriculture and Social Welfare: The Case of the Tomato Harvester," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 52(4), pages 569-577.
    22. Mari Rege & Kjetil Telle & Mark Votruba, 2011. "Parental Job Loss and Children's School Performance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(4), pages 1462-1489.
    23. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    24. Philip Oreopoulos & Marianne Page & Ann Huff Stevens, 2008. "The Intergenerational Effects of Worker Displacement," Journal of Labor Economics, University of Chicago Press, vol. 26(3), pages 455-483, July.
    25. Graeub, Benjamin E. & Chappell, M. Jahi & Wittman, Hannah & Ledermann, Samuel & Kerr, Rachel Bezner & Gemmill-Herren, Barbara, 2016. "The State of Family Farms in the World," World Development, Elsevier, vol. 87(C), pages 1-15.
    26. Andrew D. Foster & Mark R. Rosenzweig, 1996. "Comparative Advantage, Information and the Allocation of Workers to Tasks: Evidence from an Agricultural Labour Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 347-374.
    27. Mark M. Pitt & Mark R. Rosenzweig & Mohammad Nazmul Hassan, 2012. "Human Capital Investment and the Gender Division of Labor in a Brawn-Based Economy," American Economic Review, American Economic Association, vol. 102(7), pages 3531-3560, December.
    28. Binswanger, Hans, 1986. "Agricultural Mechanization: A Comparative Historical Perspective," The World Bank Research Observer, World Bank, vol. 1(1), pages 27-56, January.
    29. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    30. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    31. Leknes, Stefan & Modalsli, Jørgen, 2020. "Who Benefited from Industrialization? The Local Effects of Hydropower Technology Adoption in Norway," The Journal of Economic History, Cambridge University Press, vol. 80(1), pages 207-245, March.
    32. Daniel P. Gross, 2018. "Scale versus scope in the diffusion of new technology: evidence from the farm tractor," RAND Journal of Economics, RAND Corporation, vol. 49(2), pages 427-452, June.
    33. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    34. Jeremy Atack & Robert A. Margo & Paul W. Rhode, 2019. ""Automation" of Manufacturing in the Late Nineteenth Century: The Hand and Machine Labor Study," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 51-70, Spring.
    35. Rondo Cameron, 1985. "A New View of European Industrialization," Economic History Review, Economic History Society, vol. 38(1), pages 1-23, February.
    36. Philipp Ager & Leah Boustan & Katherine Eriksson, 2021. "The Intergenerational Effects of a Large Wealth Shock: White Southerners after the Civil War," American Economic Review, American Economic Association, vol. 111(11), pages 3767-3794, November.
    37. Paola Giuliano, 2015. "The Role of Women in Society: from Preindustrial to Modern Times," CESifo Economic Studies, CESifo Group, vol. 61(1), pages 33-52.
    38. 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.
    39. Martin Nybom & Jan Stuhler, 2017. "Biases in Standard Measures of Intergenerational Income Dependence," Journal of Human Resources, University of Wisconsin Press, vol. 52(3), pages 800-825.
    40. David Lagakos & Michael E. Waugh, 2013. "Selection, Agriculture, and Cross-Country Productivity Differences," American Economic Review, American Economic Association, vol. 103(2), pages 948-980, April.
    41. Bruno Caprettini & Hans-Joachim Voth, 2020. "Rage against the Machines: Labor-Saving Technology and Unrest in Industrializing England," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 305-320, September.
    42. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    43. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    44. Douglas Gollin & Joseph P. Kaboski, 2023. "New views of structural transformation: insights from recent literature," Oxford Development Studies, Taylor & Francis Journals, vol. 51(4), pages 339-361, October.
    45. Joel Mokyr & Chris Vickers & Nicolas L. Ziebarth, 2015. "The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different?," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 31-50, Summer.
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    More about this item

    Keywords

    gender biased technological change; migration; intergenerational mobility;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • N34 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Europe: 1913-
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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