Is this time different? How Industry 4.0 affects firms’ labor productivity
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DOI: 10.1007/s11187-023-00825-8
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- Christian Arnold & Kai-Ingo Voigt, 2019. "Determinants of Industrial Internet of Things Adoption in German Manufacturing Companies," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(06), pages 1-21, October.
- Aitor Ardanza & Aitor Moreno & Álvaro Segura & Mikel de la Cruz & Daniel Aguinaga, 2019. "Sustainable and flexible industrial human machine interfaces to support adaptable applications in the Industry 4.0 paradigm," International Journal of Production Research, Taylor & Francis Journals, vol. 57(12), pages 4045-4059, June.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2016.
"Earthquakes, Religion, and Transition to Self-Government in ItalianCities,"
The Quarterly Journal of Economics, Oxford University Press, vol. 131(4), pages 1875-1926.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2015. "Earthquakes, Religion, and Transition to Self-Government in Italian Cities," CESifo Working Paper Series 5566, CESifo.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2016. "Earthquakes, Religion, and Transition to Self-Government in Italian Cities," SciencePo Working papers hal-03392007, HAL.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2016. "Earthquakes, Religion, and Transition to Self-Government in Italian Cities," Post-Print hal-03392007, HAL.
- Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008.
"A Retrospective Look at the U.S. Productivity Growth Resurgence,"
Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
- Mun S. Ho & Dale W. Jorgenson & Kevin J. Stiroh, 2007. "A retrospective look at the U.S. productivity growth resurgence," Staff Reports 277, Federal Reserve Bank of New York.
- Lee, In & Lee, Kyoochun, 2015. "The Internet of Things (IoT): Applications, investments, and challenges for enterprises," Business Horizons, Elsevier, vol. 58(4), pages 431-440.
- Pellegrino, Bruno & Zingales, Luigi, 2017.
"Diagnosing the Italian Disease,"
Working Papers
269, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
- Bruno Pellegrino & Luigi Zingales, 2017. "Diagnosing the Italian Disease," NBER Working Papers 23964, National Bureau of Economic Research, Inc.
- Arianna Martinelli & Andrea Mina & Massimo Moggi, 2021.
"The enabling technologies of industry 4.0: examining the seeds of the fourth industrial revolution [Mapping innovation dynamics in the Internet of Things domain: evidence from patent analysis],"
Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(1), pages 161-188.
- Arianna Martinelli & Andrea Mina & Massimo Moggi, 2019. "The Enabling Technologies of Industry 4.0: Examining the Seeds of the Fourth Industrial Revolution," LEM Papers Series 2019/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Lene Kromann & Nikolaj Malchow-Møller & Jan Rose Skaksen & Anders Sørensen, 2020. "Automation and productivity—a cross-country, cross-industry comparison," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 265-287.
- Culot, Giovanna & Nassimbeni, Guido & Orzes, Guido & Sartor, Marco, 2020. "Behind the definition of Industry 4.0: Analysis and open questions," International Journal of Production Economics, Elsevier, vol. 226(C).
- Sarah Cheah & Cristiano Bellavitis & Alessandro Muscio, 2021. "The impact of technology complexity on the financial performance of R&D projects: evidence from Singapore," The Journal of Technology Transfer, Springer, vol. 46(2), pages 431-458, April.
- Valeria Cirillo & Lucrezia Fanti & Andrea Mina & Andrea Ricci, 2023. "New digital technologies and firm performance in the Italian economy," Industry and Innovation, Taylor & Francis Journals, vol. 30(1), pages 159-188, January.
- Andrés Rodríguez-Pose & Roberto Ganau, 2022.
"Institutions and the productivity challenge for European regions,"
Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 1-25.
- Andrés RodrÃguez-Pose & Roberto Ganau, 2019. "Institutions and the Productivity Challenge for European Regions," European Economy - Discussion Papers 116, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
- RodrÃguez-Pose, Andrés & Ganau, Roberto, 2021. "Institutions and the Productivity Challenge for European Regions," CEPR Discussion Papers 15870, C.E.P.R. Discussion Papers.
- Rodríguez-Pose, Andrés & Ganau, Roberto, 2022. "Institutions and the productivity challenge for European regions," LSE Research Online Documents on Economics 108915, London School of Economics and Political Science, LSE Library.
- Andres Rodriguez-Pose & Roberto Ganau, 2021. "Institutions and the Productivity Challenge for European Regions," Papers in Evolutionary Economic Geography (PEEG) 2107, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2021.
- David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
- Raj Chetty & Adam Looney & Kory Kroft, 2009.
"Salience and Taxation: Theory and Evidence,"
American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
- Raj Chetty & Adam Looney & Kory Kroft, 2007. "Salience and Taxation: Theory and Evidence," NBER Working Papers 13330, National Bureau of Economic Research, Inc.
- Raj Chetty & Kory Kroft & Adam Looney, 2009. "Salience and taxation: theory and evidence," Finance and Economics Discussion Series 2009-11, Board of Governors of the Federal Reserve System (U.S.).
- Looney, Adam & Kroft, Kory & Chetty, Raj, 2009. "Salience and Taxation: Theory and Evidence," Scholarly Articles 9748525, Harvard University Department of Economics.
- Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012.
"Americans Do IT Better: US Multinationals and the Productivity Miracle,"
American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
- Nick Bloom & Raffaella Sadun & John Van Reenen, 2007. "Americans Do I.T. Better: US Multinationals and the Productivity Miracle," CEP Discussion Papers dp0788, Centre for Economic Performance, LSE.
- Bloom, Nick & Sadun, Raffaella & Van Reenen, John, 2011. "Americans do I.T. better: US multinationals and the productivity miracle," LSE Research Online Documents on Economics 4555, London School of Economics and Political Science, LSE Library.
- Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2007. "Americans Do I.T. Better: US Multinationals and the Productivity Miracle," NBER Working Papers 13085, National Bureau of Economic Research, Inc.
- Van Reenen, John & Bloom, Nicholas & Sadun, Raffaella, 2007. "Americans Do I.T. Better: US Multinationals and the Productivity Miracle," CEPR Discussion Papers 6291, C.E.P.R. Discussion Papers.
- Roberto Ganau & Andrés Rodríguez-Pose, 2022.
"Credit constraints in European SMEs: does regional institutional quality matter?,"
Applied Economics Letters, Taylor & Francis Journals, vol. 29(15), pages 1388-1392, September.
- Ganau, Roberto & Rodríguez-Pose, Andrés, 2022. "Credit constraints in European SMEs: does regional institutional quality matter?," LSE Research Online Documents on Economics 112487, London School of Economics and Political Science, LSE Library.
- Chen, Chien-Wei & Lien, Nai-Hwa, 2013. "Technological opportunism and firm performance: Moderating contexts," Journal of Business Research, Elsevier, vol. 66(11), pages 2218-2225.
- Ting Zheng & Marco Ardolino & Andrea Bacchetti & Marco Perona, 2021. "The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 59(6), pages 1922-1954, March.
- Kevin J. Stiroh, 2002.
"Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?,"
American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
- Kevin J. Stiroh, 2001. "Information technology and the U.S. productivity revival: what do the industry data say?," Staff Reports 115, Federal Reserve Bank of New York.
- Christian Arnold & Daniel Kiel & Kai-Ingo Voigt, 2016. "How The Industrial Internet Of Things Changes Business Models In Different Manufacturing Industries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(08), pages 1-25, December.
- Beldina Owalla & Cristian Gherhes & Tim Vorley & Chay Brooks, 2022. "Mapping SME productivity research: a systematic review of empirical evidence and future research agenda," Small Business Economics, Springer, vol. 58(3), pages 1285-1307, March.
- Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
- Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2016.
"Earthquakes, Religion, and Transition to Self-Government in ItalianCities,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1875-1926.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2015. "Earthquakes, Religion, and Transition to Self-Government in Italian Cities," CESifo Working Paper Series 5566, CESifo.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2016. "Earthquakes, Religion, and Transition to Self-Government in Italian Cities," SciencePo Working papers Main hal-03392007, HAL.
- Marianna Belloc & Francesco Drago & Roberto Galbiati, 2016. "Earthquakes, Religion, and Transition to Self-Government in Italian Cities," Post-Print hal-03392007, HAL.
- Erik Brynjolfsson & Lorin M. Hitt, 2003.
"Computing Productivity: Firm-Level Evidence,"
The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
- Brynjolfsson, Erik & Hitt, Lorin M., 2004. "Computing Productivity: Firm-Level Evidence," Working papers 4210-01, Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Narasimha Rao Vajjhala & Ervin Ramollari, 2016. "Big Data using Cloud Computing - Opportunities for Small and Medium-sized Enterprises," European Journal of Economics and Business Studies Articles, Revistia Research and Publishing, vol. 2, January -.
- Stoneman, Paul & Kwon, Myung Joong, 1996. "Technology Adoption and Firm Profitability," Economic Journal, Royal Economic Society, vol. 106(437), pages 952-962, July.
- Xin Tong & Qiang Liu & Shiwei Pi & Yao Xiao, 2020. "Real-time machining data application and service based on IMT digital twin," Journal of Intelligent Manufacturing, Springer, vol. 31(5), pages 1113-1132, June.
- Zheng, Ting & Ardolino, Marco & Bacchetti, Andrea & Perona, Marco, 2021. "The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 129469, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
- Cavalcante, Ian M. & Frazzon, Enzo M. & Forcellini, Fernando A. & Ivanov, Dmitry, 2019. "A supervised machine learning approach to data-driven simulation of resilient supplier selection in digital manufacturing," International Journal of Information Management, Elsevier, vol. 49(C), pages 86-97.
- Henning Kagermann, 2015. "Change Through Digitization—Value Creation in the Age of Industry 4.0," Springer Books, in: Horst Albach & Heribert Meffert & Andreas Pinkwart & Ralf Reichwald (ed.), Management of Permanent Change, edition 127, chapter 2, pages 23-45, Springer.
- Giacomo Becattini & Marco Bellandi & Lisa De Propis (ed.), 2009. "A Handbook of Industrial Districts," Books, Edward Elgar Publishing, number 12736.
- Zheng, Ting & Ardolino, Marco & Bacchetti, Andrea & Perona, Marco & Zanardini, Massimo, 2020. "The impacts of Industry 4.0: a descriptive survey in the Italian manufacturing sector," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 129473, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
- Martin Prause, 2019. "Challenges of Industry 4.0 Technology Adoption for SMEs: The Case of Japan," Sustainability, MDPI, vol. 11(20), pages 1-13, October.
- Won-Sik Hwang & Ho-Sung Kim, 2022. "Does the adoption of emerging technologies improve technical efficiency? Evidence from Korean manufacturing SMEs," Small Business Economics, Springer, vol. 59(2), pages 627-643, August.
- Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
- Marinella Boccia & Anna Maria Ferragina & Stefano Iandolo, 2022. "Follow the cloud! The impact of ICT on Italian provinces’ trade," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(4), pages 667-690, December.
- Kiel, Daniel & Arnold, Christian & Voigt, Kai-Ingo, 2017. "The influence of the Industrial Internet of Things on business models of established manufacturing companies – A business level perspective," Technovation, Elsevier, vol. 68(C), pages 4-19.
- Angelo Bonfanti & Manlio Del Giudice & Armando Papa, 2018. "Italian Craft Firms Between Digital Manufacturing, Open Innovation, and Servitization," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 136-149, March.
- Alessandro Zeli & Matilde Bini & Leopoldo Nascia, 2022. "A longitudinal analysis of Italian manufacturing companies’ labor productivity in the period 2004–2013," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(4), pages 1004-1030.
- Weller, Christian & Kleer, Robin & Piller, Frank T., 2015. "Economic implications of 3D printing: Market structure models in light of additive manufacturing revisited," International Journal of Production Economics, Elsevier, vol. 164(C), pages 43-56.
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More about this item
Keywords
Technology adoption; Labor productivity; MSME; Industry 4.0; Italy;All these keywords.
JEL classification:
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
- L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
- O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
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