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Technological Innovation and Inclusive Growth in Germany

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  • 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
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    1. 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.
    2. Russell Cooper, 2017. "The Employment and Output Effects of Short-Time Work in Germany," 2017 Meeting Papers 613, Society for Economic Dynamics.
    3. 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.
    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. 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.
    6. Blau, Francine D. & Kahn, Lawrence M., 2012. "Immigration and the Distribution of Incomes," IZA Discussion Papers 6921, Institute of Labor Economics (IZA).
    7. 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.
    8. 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).
    9. Leila Simona Talani (ed.), 2016. "Europe in Crisis," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-57707-8, October.
    10. 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.
    11. 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.
    12. Rahul Anand & Saurabh Mishra & Shanaka J. Peiris, 2013. "Inclusive Growth Revisited," World Bank Publications - Reports 22618, The World Bank Group.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Fabien Dell, 2005. "Top Incomes in Germany and Switzerland over the Twentieh Century," Post-Print hal-00813565, HAL.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Anthony Edo & Farid Toubal, 2015. "Selective Immigration Policies and Wages Inequality," Review of International Economics, Wiley Blackwell, vol. 23(1), pages 160-187, February.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. David Card, 2009. "Immigration and Inequality," American Economic Review, American Economic Association, vol. 99(2), pages 1-21, May.
    29. 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.
    30. 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.
    31. 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).
    32. 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.
    33. 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.
    34. Joao Guerreiro & Sergio Rebelo & Pedro Teles, 2022. "Should Robots Be Taxed?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 279-311.
    35. 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.
    36. Pfeiffer, Sabine, 2016. "Robots, Industry 4.0 and humans, or why assembly work is more than routine work," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(2 (Articl), pages 1-26.
    37. Luke Haywood, 2014. "Bedingungsloses Grundeinkommen: eine ökonomische Perspektive," DIW Roundup: Politik im Fokus 33, DIW Berlin, German Institute for Economic Research.
    38. 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.
    39. repec:zbw:rwirep:0346 is not listed on IDEAS
    40. 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.
    41. Jonathan David Ostry & Andrew Berg & Charalambos G Tsangarides, 2014. "Redistribution, Inequality, and Growth," IMF Staff Discussion Notes 14/02, International Monetary Fund.
    42. 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.
    43. 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.
    44. 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.
    45. Nancy Birdsall & Juan Luis Londoño, 1997. "Asset Inequality Does Matter: Lessons from Latin America," IDB Publications (Working Papers) 6426, Inter-American Development Bank.
    46. 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.
    47. 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.
    48. 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.
    49. 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.
    50. 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).
    51. 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.
    52. 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.
    53. Diego Comin, 2016. "Drivers of Competitiveness," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 9720, February.
    54. 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.
    55. 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.
    56. Peter N. Gal, 2013. "Measuring Total Factor Productivity at the Firm Level using OECD-ORBIS," OECD Economics Department Working Papers 1049, OECD Publishing.
    57. 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.
    58. 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.
    59. 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].
    60. 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.
    61. 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.
    62. 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.
    63. 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.
    64. 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.
    65. Beise, Marian & Stahl, Harald, 1999. "Public research and industrial innovations in Germany," Research Policy, Elsevier, vol. 28(4), pages 397-422, April.
    66. 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..
    67. 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.
    68. 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.
    69. 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.
    70. repec:bla:germec:v:9:y:2008:i::p:65-86 is not listed on IDEAS
    71. 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.
    72. 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.
    73. repec:hal:pseose:hal-01306656 is not listed on IDEAS
    74. repec:ces:ifodic:v:14:y:2016:i:3:p:19255692 is not listed on IDEAS
    75. 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.
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    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

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