IDEAS home Printed from https://ideas.repec.org/p/hhs/uuehwp/2024_012.html
   My bibliography  Save this paper

Did Cities Increase Skills During Industrialization? Evidence from Rural-Urban Migration

Author

Listed:
  • Andersson, Jonatan

    (Department of Economic History, Uppsala University)

  • Molinder, Jakob

    (Department of Economic History, Uppsala University)

Abstract

The process of industrialization is typically associated with urbanization and a widening urban-rural skills gap. To what extent were these disparities driven by the direct impact on occupational attainment of living in an urban area or the result of the positive self-selection of more-skilled individuals into cities? In this paper, we leverage exceptional Swedish longitudinal data that allow us to estimate the impact of rural-urban migration on skill attainment during Sweden’s industrialization from the 1880s to the 1930s using a staggered treatment difference-in-difference estimator. We attribute roughly half of the gap in urban-rural skills to a direct impact of living in an urban area, whereas the other half is driven by self-selection into cities. A third of the direct impact of residing in cities is explained by a static effect, reflecting better initial matching, while the rest is the result of a dynamic effect as individuals upgrade their skills over time in urban areas. We conclude that cities had a substantial effect on skill development in Sweden around the turn of the nineteenth century that is likely to extend to other European and North American economies that were industrializing around the same time.

Suggested Citation

  • Andersson, Jonatan & Molinder, Jakob, 2024. "Did Cities Increase Skills During Industrialization? Evidence from Rural-Urban Migration," Uppsala Papers in Economic History 2024/12, Uppsala University, Department of Economic History.
  • Handle: RePEc:hhs:uuehwp:2024_012
    DOI: 10.33063/upeh.v3i.578
    as

    Download full text from publisher

    File URL: https://journals.uu.se/upeh/article/view/578/513
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.33063/upeh.v3i.578?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. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    2. Ran Abramitzky & Leah Platt Boustan & Katherine Eriksson, 2012. "Europe's Tired, Poor, Huddled Masses: Self-Selection and Economic Outcomes in the Age of Mass Migration," American Economic Review, American Economic Association, vol. 102(5), pages 1832-1856, August.
    3. Berger, Thor & Engzell, Per & Eriksson, Björn & Molinder, Jakob, 2023. "Social Mobility in Sweden before the Welfare State," The Journal of Economic History, Cambridge University Press, vol. 83(2), pages 431-463, June.
    4. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    5. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    6. Emi Nakamura & Jósef Sigurdsson & Jón Steinsson, 2022. "The Gift of Moving: Intergenerational Consequences of a Mobility Shock," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1557-1592.
    7. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    8. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Dec 2024.
    9. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    10. Luca Braghieri & Ro'ee Levy & Alexey Makarin, 2022. "Social Media and Mental Health," American Economic Review, American Economic Association, vol. 112(11), pages 3660-3693, November.
    11. Nathaniel Baum-Snow & Ronni Pavan, 2012. "Understanding the City Size Wage Gap," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 88-127.
    12. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    13. William J. Collins & Marianne H. Wanamaker, 2014. "Selection and Economic Gains in the Great Migration of African Americans: New Evidence from Linked Census Data," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 220-252, January.
    14. Olof Ejermo & Kerstin Enflo & Björn Eriksson & Erik Prawitz, 2025. "Home Sweet Home: Returns to Returning in the Age of Mass Migration," American Economic Journal: Applied Economics, American Economic Association, vol. 17(4), pages 29-59, October.
    15. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
    16. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    17. Henderson, J. Vernon & Nigmatulina, Dzhamilya & Kriticos, Sebastian, 2021. "Measuring urban economic density," Journal of Urban Economics, Elsevier, vol. 125(C).
    18. Allen,Robert C., 2009. "The British Industrial Revolution in Global Perspective," Cambridge Books, Cambridge University Press, number 9780521868273, November.
    19. Zachary Ward, 2022. "Internal Migration, Education, and Intergenerational Mobility: Evidence from American History," Journal of Human Resources, University of Wisconsin Press, vol. 57(6), pages 1981-2011.
    20. James J. Feigenbaum, 2018. "Multiple Measures of Historical Intergenerational Mobility: Iowa 1915 to 1940," Economic Journal, Royal Economic Society, vol. 128(612), pages 446-481, July.
    21. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    22. Schön, Lennart & Krantz, Olle, 2015. "New Swedish Historical National Accounts since the 16th Century in Constant and Current Prices," Lund Papers in Economic History 140, Lund University, Department of Economic History.
    23. David Lagakos, 2020. "Urban-Rural Gaps in the Developing World: Does Internal Migration Offer Opportunities?," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 174-192, Summer.
    24. Dribe, Martin & Eriksson, Björn & Scalone, Francesco, 2019. "Migration, marriage and social mobility: Women in Sweden 1880–1900," Explorations in Economic History, Elsevier, vol. 71(C), pages 93-111.
    25. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    26. Jan David Bakker & Christopher Parsons & Ferdinand Rauch, 2020. "Migration and Urbanization in Post-Apartheid South Africa," The World Bank Economic Review, World Bank, vol. 34(2), pages 509-532.
    27. Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of International Economic Law, Oxford University Press, vol. 23(3), pages 601-627.
    28. Martin Korpi & William A.V. Clark, 2019. "Migration and occupational careers: The static and dynamic urban wage premium by education and city size," Papers in Regional Science, Wiley Blackwell, vol. 98(1), pages 555-574, February.
    29. Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of Economic Geography, Oxford University Press, vol. 23(3), pages 601-627.
    30. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    31. Long, Jason, 2005. "Rural-Urban Migration and Socioeconomic Mobility in Victorian Britain," The Journal of Economic History, Cambridge University Press, vol. 65(1), pages 1-35, March.
    32. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    33. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    34. Atack, Jeremy & Margo, Robert A. & Rhode, Paul W., 2022. "Industrialization and urbanization in nineteenth century America," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    35. Williamson, Jeffrey G., 1988. "Migration and urbanization," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 11, pages 425-465, Elsevier.
    36. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    37. Carlsen, Fredrik & Rattsø, Jørn & Stokke, Hildegunn E., 2016. "Education, experience, and urban wage premium," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 39-49.
    38. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. de Pleijt, Alexandra M. & Frankema, Ewout, 2025. "The deeper roots of human capital formation and economic development in Southeast Asia, 1900–2000," Journal of Development Economics, Elsevier, vol. 176(C).

    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. Pan, Liqun & Mukhopadhaya, Pundarik & Li, Jing, 2019. "The changing texture of the city-size wage differential in Chinese cities – Effects of skill and identity," China Economic Review, Elsevier, vol. 53(C), pages 191-210.
    2. De la Roca, Jorge, 2017. "Selection in initial and return migration: Evidence from moves across Spanish cities," Journal of Urban Economics, Elsevier, vol. 100(C), pages 33-53.
    3. Matthias Wrede, 2013. "Heterogeneous skills and homogeneous land: segmentation and agglomeration," Journal of Economic Geography, Oxford University Press, vol. 13(5), pages 767-798, September.
    4. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    5. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    6. Diego Puga, 2017. "The changing distribution of firms and workers across cities," Development Working Papers 418, Centro Studi Luca d'Agliano, University of Milano.
    7. Eliasson, Kent & Haapanen, Mika & Westerlund, Olle, 2019. "Regional concentration of university graduates: The role of high school grades and parental background," Umeå Economic Studies 966, Umeå University, Department of Economics.
    8. Jorge De la Roca & Gianmarco I P Ottaviano & Diego Puga, 2023. "City of Dreams," Journal of the European Economic Association, European Economic Association, vol. 21(2), pages 690-726.
    9. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Roux, Sébastien, 2012. "Sorting and local wage and skill distributions in France," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 913-930.
    10. Bacolod, Marigee & Blum, Bernardo S. & Rangel, Marcos A. & Strange, William C., 2023. "Learners in cities: Agglomeration and the spatial division of cognition," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    11. Südekum, Jens, 2008. "Convergence of the skill composition across German regions," Regional Science and Urban Economics, Elsevier, vol. 38(2), pages 148-159, March.
    12. Rudiger Ahrend & Emily Farchy & Ioannis Kaplanis & Alexander C. Lembcke, 2015. "What Makes Cities More Productive? Agglomeration Economies and the Role of Urban Governance: Evidence from 5 OECD Countries," SERC Discussion Papers 0178, Centre for Economic Performance, LSE.
    13. Schran, Felix, 2019. "Locational Choice and Spatial Wage Inequality," IZA Discussion Papers 12660, Institute of Labor Economics (IZA).
    14. Zachary Ward, 2019. "Internal Migration, Education and Upward Rank Mobility:Evidence from American History," CEH Discussion Papers 04, Centre for Economic History, Research School of Economics, Australian National University.
    15. Su, Yaqin & Hua, Yue & Deng, Lanfang, 2021. "Agglomeration of human capital: Evidence from city choice of online job seekers in China," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    16. Chen, Jiahui & Shi, Jinchuan & Wang, Zheng & Zeng, Shirong & Zhou, Zhuo, 2025. "The power of wings: How air connections fuel cross-regional collaboration in China?," China Economic Review, Elsevier, vol. 92(C).
    17. Jordy Meekes & Wolter H. J. Hassink, 2023. "Endogenous local labour markets, regional aggregation and agglomeration economies," Regional Studies, Taylor & Francis Journals, vol. 57(1), pages 13-25, January.
    18. Benjamin Austin & Edward Glaeser & Lawrence Summers, 2018. "Jobs for the Heartland: Place-Based Policies in 21st-Century America," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 151-255.
    19. Chauvin, Juan Pablo, 2024. "Local Education Spending and Migration: Evidence from a Large Redistribution Program," IDB Publications (Working Papers) 13497, Inter-American Development Bank.
    20. Fabien Candau & Elisa Dienesch, 2015. "Spatial distribution of skills and regional trade integration," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(2), pages 451-488, March.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • N33 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Europe: Pre-1913
    • N34 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Europe: 1913-
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hhs:uuehwp:2024_012. 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: Anders Ögren (email available below). General contact details of provider: https://www.ekhist.uu.se/?languageId=1 .

    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.