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From Chalkboards to Steam Engines: Early Adoption of Compulsory Schooling, Innovation, and Industrialization

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  • Francesco Cinnirella
  • Elona Harka

Abstract

Empirical evidence on the historical role of Compulsory Schooling Laws (CSL) for the spread of mass education is mixed at best. This is also due to the difficulty of identifying exogenous variation in the application of CSL. We exploit an almost unique feature of a CSL in 1877 Italy which was gradually implemented across municipalities based on the teacher to population ratio. This criterion generates a sharp discontinuity which can be exploited to estimate the causal effect of the early implementation of CSL on economic outcomes. Estimates based on a regression discontinuity design show that CSL had a positive long-term effect on innovation and industrial employment. Consistent with the main objective of the reform, CSL had a positive effect on human capital by increasing enrollment rates in technical schools and, more in general, the literacy rate. The results are robust to a series of placebo, falsification and manipulation tests. This study provides important policy implications in favor of the early implementation of CSL to increase the average level of education which, in turns, brings about positive effects on innovation and industrialization.

Suggested Citation

  • Francesco Cinnirella & Elona Harka, 2025. "From Chalkboards to Steam Engines: Early Adoption of Compulsory Schooling, Innovation, and Industrialization," CESifo Working Paper Series 12043, CESifo.
  • Handle: RePEc:ces:ceswps:_12043
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    References listed on IDEAS

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    1. Alexandra de Pleijt & Alessandro Nuvolari & Jacob Weisdorf, 2020. "Human Capital Formation During the First Industrial Revolution: Evidence from the use of Steam Engines," Journal of the European Economic Association, European Economic Association, vol. 18(2), pages 829-889.
    2. Sascha O. Becker & Ludger Woessmann, 2009. "Was Weber Wrong? A Human Capital Theory of Protestant Economic History," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 531-596.
    3. Cinnirella, Francesco & Hornung, Erik, 2016. "Landownership concentration and the expansion of education," Journal of Development Economics, Elsevier, vol. 121(C), pages 135-152.
    4. Petra Moser, 2005. "How Do Patent Laws Influence Innovation? Evidence from Nineteenth-Century World's Fairs," American Economic Review, American Economic Association, vol. 95(4), pages 1214-1236, September.
    5. Francesco Cinnirella & Erik Hornung & Julius Koschnick, 2025. "Flow of Ideas: Economic Societies and the Rise of Useful Knowledge," The Economic Journal, Royal Economic Society, vol. 135(669), pages 1496-1535.
    6. Jakob B. Madsen & Fabrice Murtin, 2017. "British economic growth since 1270: the role of education," Journal of Economic Growth, Springer, vol. 22(3), pages 229-272, September.
    7. Claudia Goldin & Lawrence F. Katz, 2008. "Mass Secondary Schooling and the State: The Role of State Compulsion in the High School Movement," NBER Chapters, in: Understanding Long-Run Economic Growth: Geography, Institutions, and the Knowledge Economy, pages 275-310, National Bureau of Economic Research, Inc.
    8. Morgan Kelly & Joel Mokyr & Cormac Ó Gráda, 2023. "The Mechanics of the Industrial Revolution," Journal of Political Economy, University of Chicago Press, vol. 131(1), pages 59-94.
    9. Sascha O. Becker & Erik Hornung & Ludger Woessmann, 2011. "Education and Catch-Up in the Industrial Revolution," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 92-126, July.
    10. Karen Clay & Jeff Lingwall & Melvin Stephens, Jr., 2012. "Do Schooling Laws Matter? Evidence from the Introduction of Compulsory Attendance Laws in the United States," NBER Working Papers 18477, National Bureau of Economic Research, Inc.
    11. Oded Galor & Omer Moav, 2006. "Das Human-Kapital: A Theory of the Demise of the Class Structure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(1), pages 85-117.
    12. Mara P. Squicciarini & Nico Voigtländer, 2015. "Human Capital and Industrialization: Evidence from the Age of Enlightenment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1825-1883.
    13. Margo, Robert A. & Aldrich Finegan, T., 1996. "Compulsory schooling legislation and school attendance in turn-of-the century America: A 'natural experiment' approach," Economics Letters, Elsevier, vol. 53(1), pages 103-110, October.
    14. Francesco Cinnirella & Jochen Streb, 2017. "The role of human capital and innovation in economic development: evidence from post-Malthusian Prussia," Journal of Economic Growth, Springer, vol. 22(2), pages 193-227, June.
    15. Adriana Lleras-Muney & Allison Shertzer, 2015. "Did the Americanization Movement Succeed? An Evaluation of the Effect of English-Only and Compulsory Schooling Laws on Immigrants," American Economic Journal: Economic Policy, American Economic Association, vol. 7(3), pages 258-290, August.
    16. Paolo Buonanno & Francesco Cinnirella & Elona Harka & Marcello Puca, 2024. "Books Go Public: The Consequences of the Expropriation of Monastic Libraries on Innovation," CESifo Working Paper Series 11015, CESifo.
    17. 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).
    18. Lleras-Muney, Adriana, 2002. "Were Compulsory Attendance and Child Labor Laws Effective? An Analysis from 1915 to 1939," Journal of Law and Economics, University of Chicago Press, vol. 45(2), pages 401-435, October.
    19. Mara P. Squicciarini, 2020. "Devotion and Development: Religiosity, Education, and Economic Progress in Nineteenth-Century France," American Economic Review, American Economic Association, vol. 110(11), pages 3454-3491, November.
    20. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    21. Raphaël Franck & Oded Galor, 2022. "Technology-Skill Complementarity in Early Phases of Industrialisation," The Economic Journal, Royal Economic Society, vol. 132(642), pages 618-643.
    22. Landes, William M. & Solmon, Lewis C., 1972. "Compulsory Schooling Legislation: An Economic Analysis of Law and Social Change in the Nineteenth Century," The Journal of Economic History, Cambridge University Press, vol. 32(1), pages 54-91, March.
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    Keywords

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    JEL classification:

    • N33 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Europe: Pre-1913
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development

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