Unleashing productivity growth in the age of digitalisation: Evidence from German SMEs
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- Eller, Robert & Alford, Philip & Kallmünzer, Andreas & Peters, Mike, 2020. "Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization," Journal of Business Research, Elsevier, vol. 112(C), pages 119-127.
- Avi Goldfarb & Catherine Tucker, 2019.
"Digital Economics,"
Journal of Economic Literature, American Economic Association, vol. 57(1), pages 3-43, March.
- Avi Goldfarb & Catherine Tucker, 2017. "Digital Economics," NBER Working Papers 23684, National Bureau of Economic Research, Inc.
- Bertschek Irene & Briglauer Wolfgang & Hüschelrath Kai & Kauf Benedikt & Niebel Thomas, 2015. "The Economic Impacts of Broadband Internet: A Survey," Review of Network Economics, De Gruyter, vol. 14(4), pages 201-227, December.
- Jörg Thomä & Volker Zimmermann, 2020. "Interactive learning — The key to innovation in non-R&D-intensive SMEs? A cluster analysis approach," Journal of Small Business Management, Taylor & Francis Journals, vol. 58(4), pages 747-776, July.
- Sabien Dobbelaere & Jacques Mairesse, 2013.
"Panel data estimates of the production function and product and labor market imperfections,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 1-46, January.
- Dobbelaere, Sabien & Mairesse, Jacques, 2007. "Panel data estimates of the production function and product and labor market imperfections," Working Paper Series 782, European Central Bank.
- S. Dobbelaere & J. Mairesse, 2009. "Panel data estimates of the production function and product and labor market imperfections," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 09/586, Ghent University, Faculty of Economics and Business Administration.
- Sabien Dobbelaere & Jacques Mairesse, 2009. "Panel Data Estimates of the Production Function and Product and Labor Market Imperfections," Tinbergen Institute Discussion Papers 09-001/3, Tinbergen Institute.
- Sabien Dobbelaere & Jacques Mairesse, 2008. "Panel Data Estimates Of The Production Function And Product And Labor Market Imperfections," NBER Working Papers 13975, National Bureau of Economic Research, Inc.
- Dobbelaere, Sabien & Mairesse, Jacques, 2010. "Panel Data Estimates of the Production Function and Product and Labor Market Imperfections," IZA Discussion Papers 5176, IZA Network @ LISER.
- Duso, Tomaso & Nardotto, Mattia & Schiersch, Alexander, 2025.
"Broadband and productivity: Structural estimates for Germany,"
Journal of Economic Behavior & Organization, Elsevier, vol. 237(C).
- Tomaso Duso & Mattia Nardotto & Alexander Schiersch, 2021. "Broadband and Productivity: Structural Estimates for Germany," Discussion Papers of DIW Berlin 1988, DIW Berlin, German Institute for Economic Research.
- Papaioannou, Sotiris K., 2023. "ICT and economic resilience: Evidence from the COVID-19 pandemic," Economic Modelling, Elsevier, vol. 128(C).
- Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2025.
"Cloud Computing and Firm Growth,"
The Review of Economics and Statistics, MIT Press, vol. 107(6), pages 1638-1651, November.
- Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2019. "Cloud computing and firm growth," Discussion Papers 2019-09, University of Nottingham, GEP.
- Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2020. "Cloud computing and firm growth," Discussion Papers 2020-02, University of Nottingham, GEP.
- Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2020. "Cloud Computing and Firm Growth," CESifo Working Paper Series 8306, CESifo.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2024.
"AI adoption in America: Who, what, and where,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 375-415, March.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
- André Pahnke & Friederike Welter & David B. Audretsch, 2023. "In the eye of the beholder? Differentiating between SMEs and Mittelstand," Small Business Economics, Springer, vol. 60(2), pages 729-743, February.
- Duso, Tomaso & Schiersch, Alexander, 2025. "Let's switch to the cloud: Cloud usage and its effect on labor productivity," Information Economics and Policy, Elsevier, vol. 70(C).
- Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
- 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, Centre for Economic Policy Research.
- Michael Koch & Ilya Manuylov & Marcel Smolka, 2021.
"Robots and Firms,"
The Economic Journal, Royal Economic Society, vol. 131(638), pages 2553-2584.
- Michael Koch & Ilya Manuylov & Marcel Smolka, 2019. "Robots and firms," CESifo Working Paper Series 7608, CESifo.
- Michael Koch & Ilya Manuylov & Marcel Smolka, 2019. "Robots and Firms," Economics Working Papers 2019-05, Department of Economics and Business Economics, Aarhus University.
- Mattsson, Pontus & Reshid, Abdulaziz, 2023. "Productivity divergence and the role of digitalisation," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 942-966.
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023.
"Artificial intelligence and firm-level productivity,"
Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
- Dirk Czarnitzki & Gastón P Fernández & Christian Rammer, 2022. "Artificial Intelligence and Firm-level Productivity," Working Papers of Department of Management, Strategy and Innovation, Leuven 690486, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
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Keywords
; ; ;JEL classification:
- L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
- O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BEC-2026-05-11 (Business Economics)
- NEP-EEC-2026-05-11 (European Economics)
- NEP-EFF-2026-05-11 (Efficiency and Productivity)
- NEP-ENT-2026-05-11 (Entrepreneurship)
- NEP-INO-2026-05-11 (Innovation)
- NEP-SBM-2026-05-11 (Small Business Management)
- NEP-TID-2026-05-11 (Technology and Industrial Dynamics)
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