IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp11194.html
   My bibliography  Save this paper

Technological Innovation and Inclusive Growth in Germany

Author

Listed:
  • Naudé, Wim

    (RWTH Aachen University)

  • Nagler, Paula

    (Erasmus University Rotterdam)

Abstract

Technological innovation has historically contributed to inclusive economic growth in Germany. In more recent decades, however, this contribution has weakened due to the declining impact of technological innovation on labor productivity growth. Fearing that this declining impact would undermine the international competitiveness of the economy, real labor compensation was progressively curbed since the mid-1990s. This occurred inter alia through the government's erosion of the social welfare state, as well as through offshoring and reduced fixed capital investment of the corporate sector. The outcome was rising income and wealth inequalities. Between the mid-1990s and 2010 the rise in wage inequality was faster in Germany than in the United States, the United Kingdom, and Canada. To restore inclusive growth, two broad policy measures are recommended: first, to have appropriate compensatory social welfare policies in place; and second, to improve the effectiveness of technological innovation to raise labor productivity. This paper identifies three reasons why technological innovation has become less and less effective:(i) historical legacies, (ii) weaknesses in the education system, and (iii) entrepreneurial stagnation. Improving the impact of technological innovations on labor productivity growth will require a more diversified education system, a deepening of active labor market policies, better immigration policies, and a greater contestability of markets. Ensuring these recommendations in a coordinated fashion suggests the need for an appropriate industrial-innovation policy.

Suggested Citation

  • Naudé, Wim & Nagler, Paula, 2017. "Technological Innovation and Inclusive Growth in Germany," IZA Discussion Papers 11194, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11194
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp11194.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    2. Katharina Knoll & Moritz Schularick & Thomas Steger, 2017. "No Price Like Home: Global House Prices, 1870-2012," American Economic Review, American Economic Association, vol. 107(2), pages 331-353, February.
    3. Russell Cooper, 2017. "The Employment and Output Effects of Short-Time Work in Germany," 2017 Meeting Papers 613, Society for Economic Dynamics.
    4. Sascha O. Becker & Marc-Andreas Muendler, 2015. "Trade and tasks: an exploration over three decades in Germany," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(84), pages 589-641.
    5. Fabian Waldinger, 2016. "Bombs, Brains, and Science: The Role of Human and Physical Capital for the Creation of Scientific Knowledge," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 811-831, December.
    6. Michael Fritsch & Alexander S. Kritikos & Alina Sorgner, 2015. "Why did self-employment increase so strongly in Germany?," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 27(5-6), pages 307-333, June.
    7. David Card, 2009. "Immigration and Inequality," American Economic Review, American Economic Association, vol. 99(2), pages 1-21, May.
    8. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum, 2017. "Trade and Manufacturing Jobs in Germany," American Economic Review, American Economic Association, vol. 107(5), pages 337-342, May.
    9. Blau, Francine D. & Kahn, Lawrence M., 2012. "Immigration and the Distribution of Incomes," IZA Discussion Papers 6921, Institute of Labor Economics (IZA).
    10. Baumgarten, Daniel, 2013. "Exporters and the rise in wage inequality: Evidence from German linked employer–employee data," Journal of International Economics, Elsevier, vol. 90(1), pages 201-217.
    11. Paul Welfens, 2015. "Innovation, inequality and a golden rule for growth in an economy with Cobb-Douglas function and an R&D sector," International Economics and Economic Policy, Springer, vol. 12(4), pages 469-496, October.
    12. Martin Neil Baily & Barry P. Bosworth, 2014. "US Manufacturing: Understanding Its Past and Its Potential Future," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 3-26, Winter.
    13. Katrin Huber & Erwin Winkler, 2016. "All We Need is Love? Trade-Adjustment, Inequality, and the Role of the Partner," SOEPpapers on Multidisciplinary Panel Data Research 873, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. Weigert, Benjamin & Klemm, Marcus, 2015. "Composition matters! Wage inequality and the demographic and educational structure of the labor force in Germany," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112914, Verein für Socialpolitik / German Economic Association.
    15. Leila Simona Talani (ed.), 2016. "Europe in Crisis," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-57707-8.
    16. Nancy Birdsall & Juan Luis Londoño, 1997. "Asset Inequality Does Matter: Lessons from Latin America," IDB Publications (Working Papers) 6426, Inter-American Development Bank.
    17. Dr. Thomas Drosdowski & Britta Stöver & Dr. Marc Ingo Wolter, 2015. "The impact of ageing on income inequality," GWS Discussion Paper Series 15-16, GWS - Institute of Economic Structures Research.
    18. Sabine Pfeiffer, 2016. "Robots, Industry 4.0 and Humans, or Why Assembly Work Is More than Routine Work," Societies, MDPI, vol. 6(2), pages 1-26, May.
    19. Jeremy Greenwood & Nezih Guner & Georgi Kocharkov & Cezar Santos, 2014. "Marry Your Like: Assortative Mating and Income Inequality," American Economic Review, American Economic Association, vol. 104(5), pages 348-353, May.
    20. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    21. Markus M. Grabka & Jan Goebel, 2017. "Real Income Rose Significantly between 1991 and 2014 on Average – First Indication of Return to Increased Income Inequality," DIW Economic Bulletin, DIW Berlin, German Institute for Economic Research, vol. 7(5), pages 47-57.
    22. Burhop, Carsten & Wolff, Guntram B., 2005. "A Compromise Estimate of German Net National Product, 1851–1913, and its Implications for Growth and Business Cycles," The Journal of Economic History, Cambridge University Press, vol. 65(3), pages 613-657, September.
    23. Rahul Anand & Saurabh Mishra & Shanaka J. Peiris, 2013. "Inclusive Growth Revisited," World Bank Publications - Reports 22618, The World Bank Group.
    24. Burhop, Carsten & Wolf, Nikolaus, 2013. "The German Market for Patents during the “Second Industrialization,†1884–1913: A Gravity Approach," Business History Review, Cambridge University Press, vol. 87(1), pages 69-93, April.
    25. Joao Guerreiro & Sergio Rebelo & Pedro Teles, 2022. "Should Robots Be Taxed? [Skills, Tasks and Technologies: Implications for Employment and Earnings]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 279-311.
    26. Fabien Dell, 2005. "Top Incomes in Germany and Switzerland Over the Twentieth Century," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 412-421, 04/05.
    27. Jeremy Edwards & Sheilagh Ogilvie, 1996. "Universal banks and German industrialization: a reappraisal," Economic History Review, Economic History Society, vol. 49(3), pages 427-446, August.
    28. Luke Haywood, 2014. "Unconditional Basic Income: An Economic Perspective," DIW Roundup: Politik im Fokus 33, DIW Berlin, German Institute for Economic Research.
    29. Martin Watzinger & Thomas A. Fackler & Markus Nagler & Monika Schnitzer, 2020. "How Antitrust Enforcement Can Spur Innovation: Bell Labs and the 1956 Consent Decree," American Economic Journal: Economic Policy, American Economic Association, vol. 12(4), pages 328-359, November.
    30. Jürgen Faik, 2012. "Impacts of an Ageing Society on Macroeconomics and Income Inequality: The Case of Germany since the 1980s," SOEPpapers on Multidisciplinary Panel Data Research 518, DIW Berlin, The German Socio-Economic Panel (SOEP).
    31. Moritz Zöllner & Michael Fritsch & Michael Wyrwich, 2016. "An Evaluation of German Active Labor Market Policies and its Entrepreneurship Promotion," Jena Economics Research Papers 2016-022, Friedrich-Schiller-University Jena.
    32. Henrekson, Magnus & Sanandaji, Tino, 2017. "Schumpeterian Entrepreneurship in Europe Compared to Other Industrialized Regions," Working Paper Series 1170, Research Institute of Industrial Economics, revised 29 Jun 2018.
    33. Fabien Dell, 2005. "Top Incomes in Germany and Switzerland over the Twentieh Century," Post-Print hal-00813565, HAL.
    34. Huberman, Michael & Minns, Chris, 2007. "The times they are not changin': Days and hours of work in Old and New Worlds, 1870-2000," Explorations in Economic History, Elsevier, vol. 44(4), pages 538-567, October.
    35. Chad Syverson, 2017. "Challenges to Mismeasurement Explanations for the US Productivity Slowdown," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 165-186, Spring.
    36. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    37. Diego Comin, 2016. "Drivers of Competitiveness," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 9720, February.
    38. Kirsten Labuske & Jochen Streb, 2008. "Technological Creativity and Cheap Labour? Explaining the Growing International Competitiveness of German Mechanical Engineering before World War I," German Economic Review, Verein für Socialpolitik, vol. 9(1), pages 65-86, February.
    39. Sandra Broszeit & Marie‐Christine Laible & Ursula Fritsch & Holger Görg, 2019. "Management Practices and Productivity in Germany," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 657-705, November.
    40. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    41. Peter N. Gal, 2013. "Measuring Total Factor Productivity at the Firm Level using OECD-ORBIS," OECD Economics Department Working Papers 1049, OECD Publishing.
    42. Klemm, Marcus & Weigert, Benjamin, 2014. "Does composition matter? Wage inequality and the demographic and educational structure of the labor force in Gemany," Working Papers 06/2014, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    43. Wim Naudé, 2016. "Is European Entrepreneurship in Crisis?," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 14(3), pages 03-07, October.
    44. 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.
    45. Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    46. Grave, Barbara S. & Schmidt, Christoph M., 2012. "The Dynamics of Assortative Mating in Germany," Ruhr Economic Papers 346, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    47. Soonwoo Kwon & Jihong Lee & Sokbae Lee, 2017. "International Trends in Technological Progress: Evidence from Patent Citations, 1980–2011," Economic Journal, Royal Economic Society, vol. 127(605), pages 50-70, October.
    48. Kopsidis, Michael & Bromley, Daniel W., 2016. "The French revolution and German industrialization: dubious models and doubtful causality," Journal of Institutional Economics, Cambridge University Press, vol. 12(1), pages 161-190, March.
    49. Anthony Edo & Farid Toubal, 2015. "Selective Immigration Policies and Wages Inequality," Review of International Economics, Wiley Blackwell, vol. 23(1), pages 160-187, February.
    50. Andrew G. Berg & Jonathan D. Ostry, 2017. "Inequality and Unsustainable Growth: Two Sides of the Same Coin?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(4), pages 792-815, November.
    51. Thomas Philippon & Ariell Reshef, 2012. "Wages and Human Capital in the U.S. Finance Industry: 1909--2006," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1551-1609.
    52. Südekum, Jens & Dauth, Wolfgang & Findeisen, Sebastian & Woessner, Nicole, 2017. "German Robots – The Impact of Industrial Robots on Workers," CEPR Discussion Papers 12306, C.E.P.R. Discussion Papers.
    53. Andrew G. Berg & Jonathan D. Ostry, 2017. "Inequality and Unsustainable Growth: Two Sides of the Same Coin?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(4), pages 792-815, November.
    54. Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - Working Papers Series dp-297, Boston University - Department of Economics.
    55. Raquel Fernández & Richard Rogerson, 2001. "Sorting and Long-Run Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1305-1341.
    56. Sophia Twarog, 1997. "Heights and Living Standards in Germany, 1850-1939: The Case of Wurttemberg," NBER Chapters, in: Health and Welfare during Industrialization, pages 285-330, National Bureau of Economic Research, Inc.
    57. Dennis J. Snower & Alessio J. G. Brown & Christian Merkl, 2009. "Globalization and the Welfare State: A Review of Hans-Werner Sinn's Can Germany Be Saved?," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 136-158, March.
    58. Beise, Marian & Stahl, Harald, 1999. "Public research and industrial innovations in Germany," Research Policy, Elsevier, vol. 28(4), pages 397-422, April.
    59. Diego Comin & Gunnar Trumbull & Kerry Yang, 2016. "Fraunhofer: Innovation in Germany," World Scientific Book Chapters, in: DRIVERS OF COMPETITIVENESS, chapter 17, pages 409-444, World Scientific Publishing Co. Pte. Ltd..
    60. Tomasz Mroczkowski, 2014. "From Breakthrough to Incremental Innovation Leadership: Lessons from Germany," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(2), pages 409-426, June.
    61. Christian Dustmann & Bernd Fitzenberger & Uta Sch?nberg & Alexandra Spitz-Oener, 2014. "From Sick Man of Europe to Economic Superstar: Germany's Resurgent Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 167-188, Winter.
    62. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    63. Martin Biewen & Andos Juhasz, 2012. "Understanding Rising Income Inequality in Germany, 1999/2000–2005/2006," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(4), pages 622-647, December.
    64. Audretsch, David B. & Lehmann, Erik E., 2016. "The Seven Secrets of Germany: Economic Resilience in an Era of Global Turbulence," OUP Catalogue, Oxford University Press, number 9780190258696.
    65. Addison, John T. & Teixeira, Paulino & Evers, Katalin & Bellmann, Lutz, 2013. "Collective Bargaining and Innovation in Germany: Cooperative Industrial Relations?," IZA Discussion Papers 7871, Institute of Labor Economics (IZA).
    66. Kirsten Labuske & Jochen Streb, 2008. "Technological Creativity and Cheap Labour? Explaining the Growing International Competitiveness of German Mechanical Engineering before World War I," German Economic Review, Verein für Socialpolitik, vol. 9, pages 65-86, February.
    67. Mariana Mazzucato & Mario Cimoli & Giovanni Dosi & Joseph Stiglitz & Michael Landesmann & Mario Pianta & Rainer Walz & Tim Page, 2015. "Which Industrial Policy Does Europe Need?," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 50(3), pages 120-155, May.
    68. Mr. Jonathan David Ostry & Mr. Andrew Berg & Mr. Charalambos G Tsangarides, 2014. "Redistribution, Inequality, and Growth," IMF Staff Discussion Notes 2014/002, International Monetary Fund.
    69. repec:zbw:rwirep:0346 is not listed on IDEAS
    70. Joachim R. Frick & Markus M. Grabka, 2009. "Wealth Inequality on the Rise in Germany," Weekly Report, DIW Berlin, German Institute for Economic Research, vol. 5(10), pages 62-73.
    71. repec:ces:ifodic:v:14:y:2016:i:3:p:19255692 is not listed on IDEAS
    72. Jonathan David Ostry & Andrew Berg & Charalambos G Tsangarides, 2014. "Redistribution, Inequality, and Growth," IMF Staff Discussion Notes 14/02, International Monetary Fund.
    73. Sandra Planes-Satorra & Caroline Paunov, 2017. "Inclusive innovation policies: Lessons from international case studies," OECD Science, Technology and Industry Working Papers 2017/2, OECD Publishing.
    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. Chertkov, Michael & Novitsky, Nikolai N., 2019. "Thermal Transients in District Heating Systems," Energy, Elsevier, vol. 184(C), pages 22-33.
    2. Verdin, Rachel & O'Reilly, Jacqueline, 2021. "A gender agenda for the future of work in a digital age of pandemics: Jobs, skills and contracts," WSI Studies 24, The Institute of Economic and Social Research (WSI), Hans Böckler Foundation.
    3. Jeyacheya, Julia & Hampton, Mark P., 2020. "Wishful thinking or wise policy? Theorising tourism-led inclusive growth: Supply chains and host communities," World Development, Elsevier, vol. 131(C).
    4. Lenka Roubalová & Lenka Viskotová, 2019. "The Time Augmented Cobb-Douglas Production Function," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 67(5), pages 1347-1356.
    5. Liu, Xuezhi & Yan, Zheng & Wu, Jianzhong, 2019. "Optimal coordinated operation of a multi-energy community considering interactions between energy storage and conversion devices," Applied Energy, Elsevier, vol. 248(C), pages 256-273.
    6. Bublitz, Elisabeth & Wyrwich, Michael, 2018. "Technological change and labor market integration," WiSo-HH Working Paper Series 45, University of Hamburg, Faculty of Business, Economics and Social Sciences, WISO Research Laboratory.
    7. Ruppert, Kilian & Stähler, Nikolai, 2022. "What drives the German current account? Household savings, capital investments and public policies," Economic Modelling, Elsevier, vol. 108(C).
    8. Li, Xiaogang, 2020. "Innovation, market valuations, policy uncertainty and trade: Theory and evidence," ISU General Staff Papers 202001010800009179, Iowa State University, Department of Economics.
    9. Mortensen, Anders Winther & Mathiesen, Brian Vad & Hansen, Anders Bavnhøj & Pedersen, Sigurd Lauge & Grandal, Rune Duban & Wenzel, Henrik, 2020. "The role of electrification and hydrogen in breaking the biomass bottleneck of the renewable energy system – A study on the Danish energy system," Applied Energy, Elsevier, vol. 275(C).
    10. N. Abdikeev M. & Yu. Bogachev S. & E. Moreva L. & Н. Абдикеев М. & Ю. Богачев С. & Е. Морева Л., 2018. "Современные тенденции развития механизмов государственного стимулирования обрабатывающей промышленности в развитых странах // Current Trends in the Development of Mechanisms of State Stimulation in th," Мир новой экономики // The world of new economy, Финансовый университет при Правительстве Российской Федерации // Financial University under The Governtment оf The Russian Federation, vol. 12(3), pages 118-127.

    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. Wim Naudé & Paula Nagler, 2018. "Technological Innovation, Entrepreneurship and Productivity in Germany, 1871-2015," SPRU Working Paper Series 2018-02, SPRU - Science Policy Research Unit, University of Sussex Business School.
    2. Naudé, Wim & Nagler, Paula, 2021. "The Rise and Fall of German Innovation," IZA Discussion Papers 14154, Institute of Labor Economics (IZA).
    3. Naudé, Wim & Nagler, Paula, 2022. "The Ossified Economy: The Case of Germany, 1870-2020," IZA Discussion Papers 15607, Institute of Labor Economics (IZA).
    4. Geiger, Niels & Prettner, Klaus & Schwarzer, Johannes A., 2018. "Automatisierung, Wachstum und Ungleichheit," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2018, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    5. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2019. "Digitalization and the Future of Work: Macroeconomic Consequences," IZA Discussion Papers 12428, Institute of Labor Economics (IZA).
    6. Fossen, Frank M. & Sorgner, Alina, 2019. "New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data," IZA Discussion Papers 12242, Institute of Labor Economics (IZA).
    7. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    8. Gries, Thomas & Naude, Wim, 2018. "Artificial intelligence, jobs, inequality and productivity: Does aggregate demand matter?," MERIT Working Papers 2018-047, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    9. Huber, Katrin & Winkler, Erwin, 2019. "All you need is love? Trade shocks, inequality, and risk sharing between partners," European Economic Review, Elsevier, vol. 111(C), pages 305-335.
    10. Genz Sabrina & Janser Markus & Lehmer Florian, 2019. "The Impact of Investments in New Digital Technologies on Wages – Worker-Level Evidence from Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(3), pages 483-521, June.
    11. Gregory, Terry & Salomons, Anna & Zierahn, Ulrich, 2016. "Racing With or Against the Machine? Evidence from Europe," VfS Annual Conference 2016 (Augsburg): Demographic Change 145843, Verein für Socialpolitik / German Economic Association.
    12. Aleh Tsyvinski & Nicolas Werquin, 2017. "Generalized Compensation Principle," NBER Working Papers 23509, National Bureau of Economic Research, Inc.
    13. Nolan, Brian & Richiardi, Matteo & Valenzuela, Luis, 2018. "The Drivers of Inequality in Rich Countries," INET Oxford Working Papers 2018-15, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    14. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    15. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    16. Teimouri, Sheida & Zietz, Joachim, 2020. "Coping with deindustrialization: A panel study for early OECD countries," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 26-41.
    17. Genz Sabrina & Janser Markus & Lehmer Florian, 2019. "The Impact of Investments in New Digital Technologies on Wages – Worker-Level Evidence from Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(3), pages 483-521, June.
    18. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," GLO Discussion Paper Series 802, Global Labor Organization (GLO).
    19. Pouliakas, Konstantinos, 2018. "Determinants of Automation Risk in the EU Labour Market: A Skills-Needs Approach," IZA Discussion Papers 11829, Institute of Labor Economics (IZA).
    20. Brall, Franziska & Schmid, Ramona, 2020. "Automation, robots and wage inequality in Germany: A decomposition analysis," Hohenheim Discussion Papers in Business, Economics and Social Sciences 14-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.

    More about this item

    Keywords

    entrepreneurship; Germany; inequality; innovation; social protection; technology;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

    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:iza:izadps:dp11194. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.