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Does updating education curricula accelerate technology adoption in the workplace? Evidence from dual vocational education and training curricula in Switzerland

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  • Tobias Schultheiss
  • Uschi Backes-Gellner

Abstract

In an environment of accelerating technological change and increasing digitalization, firms need to adopt new technologies faster than ever before to stay competitive. This paper examines whether updates of education curricula help to bring new technologies faster into firms' workplaces. We study technology changes and curriculum updates from an early wave of digitalization (i.e., computernumerically controlled machinery, computer-aided design, and desktop publishing software). We take a text-as-data approach and tap into two novel data sources to measure change in educational content and the use of technology at the workplace: first, vocational education curricula and, second, firms' job advertisements. To examine the causal effects of adding new technology skills to curricula on the diffusion of these technologies in firms' workplaces (measured by job advertisements), we use an event study design. Our results show that curriculum updates substantially shorten the time it takes for new technologies to arrive in firms' workplaces, especially for mainstream firms.

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  • Tobias Schultheiss & Uschi Backes-Gellner, 2020. "Does updating education curricula accelerate technology adoption in the workplace? Evidence from dual vocational education and training curricula in Switzerland," Economics of Education Working Paper Series 0173, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
  • Handle: RePEc:iso:educat:0173
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    1. Nicola Fuchs-Schündeln & Paolo Masella, 2016. "Long-Lasting Effects of Socialist Education," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 428-441, July.
    2. Negro, Simona O. & Alkemade, Floortje & Hekkert, Marko P., 2012. "Why does renewable energy diffuse so slowly? A review of innovation system problems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 3836-3846.
    3. 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.
    4. Moretti, Luca & Mayerl, Martin & Muehlemann, Samuel & Schloegl, Peter & Wolter, Stefan C., 2019. "So similar and yet so different A firm's net costs and post-training benefits from apprenticeship training in Austria and Switzerland," Munich Reprints in Economics 78206, University of Munich, Department of Economics.
    5. Luca Moretti & Martin Mayerl & Samuel Muehlemann & Peter Schloegl & Stefan C. Wolter, 2017. "So similar and yet so different: A comparative analysis of a firm's net costs and post-apprenticeship training benefits in Austria and Switzerland," Economics of Education Working Paper Series 0137, University of Zurich, Department of Business Administration (IBW), revised Apr 2018.
    6. Claudio Cozza & Antonello Zanfei, 2016. "Firm heterogeneity, absorptive capacity and technical linkages with external parties in Italy," The Journal of Technology Transfer, Springer, vol. 41(4), pages 872-890, August.
    7. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    8. Boothby, Daniel & Dufour, Anik & Tang, Jianmin, 2010. "Technology adoption, training and productivity performance," Research Policy, Elsevier, vol. 39(5), pages 650-661, June.
    9. Edward L. Glaeser & William R. Kerr, 2009. "Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(3), pages 623-663, September.
    10. Moretti, Luca & Mayerl, Martin & Mühlemann, Samuel & Schlögl, Peter & Wolter, Stefan C., 2017. "So Similar and Yet So Different: A Comparative Analysis of a Firm's Cost and Benefits of Apprenticeship Training in Austria and Switzerland," IZA Discussion Papers 11081, Institute of Labor Economics (IZA).
    11. Watkins, Andrew & Papaioannou, Theo & Mugwagwa, Julius & Kale, Dinar, 2015. "National innovation systems and the intermediary role of industry associations in building institutional capacities for innovation in developing countries: A critical review of the literature," Research Policy, Elsevier, vol. 44(8), pages 1407-1418.
    12. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    13. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    14. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    15. Carlsson, B & Stankiewicz, R, 1991. "On the Nature, Function and Composition of Technological Systems," Journal of Evolutionary Economics, Springer, vol. 1(2), pages 93-118, April.
    16. Campbell, Richard S., 1983. "Patent trends as a technological forecasting tool," World Patent Information, Elsevier, vol. 5(3), pages 137-143.
    17. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    18. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, March.
    19. David Autor & Claudia Goldin & Lawrence F. Katz, 2020. "Extending the Race between Education and Technology," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 347-351, May.
    20. Wancong Fu & Chong Li & Jan Ondrich & David Popp, 2018. "Technological Spillover Effects of State Renewable Energy Policy: Evidence from Patent Counts," NBER Working Papers 25390, National Bureau of Economic Research, Inc.
    21. Schweisfurth, Tim G. & Raasch, Christina, 2018. "Absorptive capacity for need knowledge: Antecedents and effects for employee innovativeness," Research Policy, Elsevier, vol. 47(4), pages 687-699.
    22. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    23. Janssen, Simon & Mohrenweiser, Jens, 2018. "The Shelf Life of Incumbent Workers during Accelerating Technological Change: Evidence from a Training Regulation Reform," IZA Discussion Papers 11312, Institute of Labor Economics (IZA).
    24. Fuentelsaz, Lucio & Gomez, Jaime & Polo, Yolanda, 2003. "Intrafirm diffusion of new technologies: an empirical application," Research Policy, Elsevier, vol. 32(4), pages 533-551, April.
    25. Riccardo Fini & Monica Bartolini & Stefano Benigni & Paolo Ciancarini & Angelo Iorio & Alan Johnson & Marcello Maria Mariani & Silvio Peroni & Francesco Poggi & Einar Rasmussen & Riccardo Silvi & Maur, 2018. "Collaborative Practices and Multidisciplinary Research: The Dialogue Between Entrepreneurship, Management, and Data Science," Studies on Entrepreneurship, Structural Change and Industrial Dynamics, in: Giulio Bosio & Tommaso Minola & Federica Origo & Stefano Tomelleri (ed.), Rethinking Entrepreneurial Human Capital, pages 129-152, Springer.
    26. Cristiano Antonelli & Giuseppe Scellato, 2015. "Firms size and directed technological change," Small Business Economics, Springer, vol. 44(1), pages 207-218, January.
    27. Henk W. Volberda & Nicolai J. Foss & Marjorie A. Lyles, 2010. "PERSPECTIVE---Absorbing the Concept of Absorptive Capacity: How to Realize Its Potential in the Organization Field," Organization Science, INFORMS, vol. 21(4), pages 931-951, August.
    28. José Albors & José Hervas & Antonio Hidalgo, 2006. "Analysing High Technology Diffusion and Public Transference Programs: The Case of the European Game Program," The Journal of Technology Transfer, Springer, vol. 31(6), pages 647-661, November.
    29. Atalay, Enghin & Phongthiengtham, Phai & Sotelo, Sebastian & Tannenbaum, Daniel, 2018. "New technologies and the labor market," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 48-67.
    30. Gustavo Crespi & Chiara Criscuolo & Jonathan Haskel & Matthew Slaughter, 2007. "Productivity Growth, Knowledge Flows and Spillovers," CEP Discussion Papers dp0785, Centre for Economic Performance, LSE.
    31. Corinne M. Krupp & Patricia S. Pollard, 1996. "Market Responses to Antidumping Laws: Some Evidence from the U.S. Chemical Industry," Canadian Journal of Economics, Canadian Economics Association, vol. 29(1), pages 199-227, February.
    32. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2015. "Frontier Firms, Technology Diffusion and Public Policy: Micro Evidence from OECD Countries," OECD Productivity Working Papers 2, OECD Publishing.
    33. O'Mahony, Mary & Vecchi, Michela, 2009. "R&D, knowledge spillovers and company productivity performance," Research Policy, Elsevier, vol. 38(1), pages 35-44, February.
    34. Patrick Holzmann & Erich J. Schwarz & David B. Audretsch, 2020. "Understanding the determinants of novel technology adoption among teachers: the case of 3D printing," The Journal of Technology Transfer, Springer, vol. 45(1), pages 259-275, February.
    35. Spithoven, André & Teirlinck, Peter, 2015. "Internal capabilities, network resources and appropriation mechanisms as determinants of R&D outsourcing," Research Policy, Elsevier, vol. 44(3), pages 711-725.
    36. Marco Leonardi, 2009. "Goldin, C. and Katz, L.F.: The race between education and technology," Journal of Economics, Springer, vol. 98(1), pages 93-95, September.
    37. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    38. Paul Beaudry & Mark Doms & Ethan Lewis, 2010. "Should the Personal Computer Be Considered a Technological Revolution? Evidence from U.S. Metropolitan Areas," Journal of Political Economy, University of Chicago Press, vol. 118(5), pages 988-1036.
    39. Jovanovic, Boyan & Lach, Saul, 1989. "Entry, Exit, and Diffusion with Learning by Doing," American Economic Review, American Economic Association, vol. 79(4), pages 690-699, September.
    40. Samuel Muehlemann & Stefan Wolter, 2014. "Return on investment of apprenticeship systems for enterprises: Evidence from cost-benefit analyses," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-22, December.
    41. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    42. Justman, Moshe & Teubal, Morris, 1995. "Technological infrastructure policy (TIP): Creating capabilities and building markets," Research Policy, Elsevier, vol. 24(2), pages 259-281, March.
    43. Lynn, Leonard H. & Mohan Reddy, N. & Aram, John D., 1996. "Linking technology and institutions: the innovation community framework," Research Policy, Elsevier, vol. 25(1), pages 91-106, January.
    44. Christian Rupietta & Uschi Backes-Gellner, 2019. "How firms’ participation in apprenticeship training fosters knowledge diffusion and innovation," Journal of Business Economics, Springer, vol. 89(5), pages 569-597, July.
    45. Giulio Bosio & Annalisa Cristini, 2018. "Is the Nature of Jobs Changing? The Role of Technological Progress and Structural Change in the Labour Market," Studies on Entrepreneurship, Structural Change and Industrial Dynamics, in: Giulio Bosio & Tommaso Minola & Federica Origo & Stefano Tomelleri (ed.), Rethinking Entrepreneurial Human Capital, pages 15-41, Springer.
    46. Jonathan Skinner & Douglas Staiger, 2015. "Technology Diffusion and Productivity Growth in Health Care," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 951-964, December.
    47. Michela Giorcelli, 2019. "The Long-Term Effects of Management and Technology Transfers," American Economic Review, American Economic Association, vol. 109(1), pages 121-152, January.
    48. 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.
    49. Arie Beresteanu & Shanjun Li, 2011. "Gasoline Prices, Government Support, And The Demand For Hybrid Vehicles In The United States," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 161-182, February.
    50. Thomas Åstebro, 2002. "Noncapital Investment Costs and the Adoption of CAD and CNC in U.S. Metalworking Industries," RAND Journal of Economics, The RAND Corporation, vol. 33(4), pages 672-688, Winter.
    51. Maria E. Egg & Ursula Renold, 2015. "The Swiss Vocational Education and Training System: What Can Spain Learn from Switzerland?," KOF Working papers 15-383, KOF Swiss Economic Institute, ETH Zurich.
    52. Christian Dustmann & Albrecht Glitz, 2015. "How Do Industries and Firms Respond to Changes in Local Labor Supply?," Journal of Labor Economics, University of Chicago Press, vol. 33(3), pages 711-750.
    53. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    54. Andrea Vaona & Mario Pianta, 2008. "Firm Size and Innovation in European Manufacturing," Small Business Economics, Springer, vol. 30(3), pages 283-299, March.
    55. Rosa Caiazza, 2016. "A cross-national analysis of policies affecting innovation diffusion," The Journal of Technology Transfer, Springer, vol. 41(6), pages 1406-1419, December.
    56. Wolter Stefan C. & Schweri Jürg & Mühlemann Samuel, 2006. "Why Some Firms Train Apprentices and Many Others Do Not," German Economic Review, De Gruyter, vol. 7(3), pages 249-264, August.
    57. 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.
    58. Parente, Stephen L & Prescott, Edward C, 1994. "Barriers to Technology Adoption and Development," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 298-321, April.
    59. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    60. Gomes, Leonardo Augusto de Vasconcelos & Facin, Ana Lucia Figueiredo & Salerno, Mario Sergio & Ikenami, Rodrigo Kazuo, 2018. "Unpacking the innovation ecosystem construct: Evolution, gaps and trends," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 30-48.
    61. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
    62. Franziska Schlichte & Sebastian Junge & Jan Mammen, 2019. "Being at the right place at the right time: does the timing within technology waves determine new venture success?," Journal of Business Economics, Springer, vol. 89(8), pages 995-1021, December.
    63. Mara P. Squicciarini, 2019. "Devotion and Development: Religiosity, Education, and Economic Progress in 19th-Century France," CESifo Working Paper Series 7768, CESifo.
    64. Oh, Deog-Seong & Phillips, Fred & Park, Sehee & Lee, Eunghyun, 2016. "Innovation ecosystems: A critical examination," Technovation, Elsevier, vol. 54(C), pages 1-6.
    65. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    66. Schweisfurth, Tim G. & Raasch, Christina, 2018. "Absorptive Capacity for Need Knowledge: Antecedents and Effects for Employee Innovativeness," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 47(4), pages 687-699.
    67. Stoneman, Paul & Diederen, Paul, 1994. "Technology Diffusion and Public Policy," Economic Journal, Royal Economic Society, vol. 104(425), pages 918-930, July.
    68. Ethan Lewis, 2011. "Immigration, Skill Mix, and Capital Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 1029-1069.
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    Cited by:

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    3. Uschi Backes-Gellner & Patrick Lehnert, 2022. "Apprenticeships," Economics of Education Working Paper Series 0194, University of Zurich, Department of Business Administration (IBW).
    4. Andreas F. Buehler & Patrick Lehnert & Uschi Backes-Gellner, 2023. "Curriculum Updates in Vocational Education and Changes in Graduates' Skills and Wages," Economics of Education Working Paper Series 0205, University of Zurich, Department of Business Administration (IBW).

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    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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