Industry 4.0 technologies adoption: barriers and their impact on Polish companies’ innovation performance

References

• Adolph, S., M. Tisch, and J. Metternich. 2014. “Challenges and Approaches to Competency Development for Future Production.” Educational Alternatives 12: 1001–1010.
   Google Scholar
• Agostini, L., and R. Filippini. 2019. “Organizational and Managerial Challenges in the Path Towards Industry 4.0.” European Journal of Innovation Management 22 (3): 406–421. doi:10.1108/EJIM-02-2018-0030.
   Web of Science ®Google Scholar
• Balland, P., and R. Boschma. 2021. “Mapping the Potentials of Regions in Europe to Contribute to new Knowledge Production in Industry 4.0 Technologies.” Regional Studies 55 (10-11): 1652–1666. doi:10.1080/00343404.2021.1900557.
   Web of Science ®Google Scholar
• Basl, J. 2017. “Pilot Study of Readiness of Czech Companies to Implement the Principles of Industry 4.0.” Management and Production Engineering Review 8: 3–8. doi:10.1515/mper-2017-0012.
   Web of Science ®Google Scholar
• Bauer, W., M. Hämmerle, S. Schlund, and C. Vocke. 2015. “Transforming to a Hyper-Connected Society and Economy – Towards an “Industry 4.0.”.” Procedia Manufacturing 3: 417–424. doi:10.1016/j.promfg.2015.07.200.
   Google Scholar
• Blichfeldt, H., and R. Faullant. 2021. “Performance Effects of Digital Technology Adoption and Product & Service Innovation – A Process-industry Perspective.” Technovation 105 (5): 102275. doi:10.1016/j.technovation.2021.102275.
   Google Scholar
• Caniëls, M., and E. Rietzschel. 2015. “Organizing Creativity: Creativity and Innovation Under Constraints.” Creativity and Innovation Management 24 (2): 185–196. doi:10.1111/caim.12123.
   Google Scholar
• Castelo-Branco, I., F. Cruz-Jesus, and T. Oliveira. 2019. “Assessing Industry 4.0 Readiness in Manufacturing: Evidence for the European Union.” Computers in Industry 107: 22–32. doi:10.1016/j.compind.2019.01.007.
   Web of Science ®Google Scholar
• Christian, E., K. Glaesner, P. Alain, and S. Josip. 2017. “Advances in 3D Measurement Data Management for Industry 4.0.” Procedia Manufacturing 11: 1335–1342. doi:10.1016/j.promfg.2017.07.262.
   Google Scholar
• Chung, S., and J. Chung. 2021. “The Korean Approach to Industry 4.0: The 4th Industrial Revolution from Regional Perspectives.” European Planning Studies 29 (9): 1690–1707. doi:10.1080/09654313.2021.1959645.
   Google Scholar
• Ciffolilli, A., and A. Muscio. 2018. “Industry 4.0: National and Regional Comparative Advantages in Key Enabling Technologies.” European Planning Studies 26 (12): 2323-2343. doi:10.1080/09654313.2018.1529145
   Web of Science ®Google Scholar
• Cimini, C., R. Pinto, G. Pezzotta, and P. Gaiardelli. 2017. “The transition towards industry 4.0: business opportunities and expected impacts for suppliers and manufacturers. Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing.” IFIP WG 5.7 International Conference, APMS 2017, Hamburg, Germany, September 3–7, 2017, Proceedings, Part I, 119–126.
   Google Scholar
• Colotla, I., A. Fæste, A. Deidemann, A. Winther, P. Andersen, T. Duvold, and M. Hansen. 2016. Winning the Industry 4.0 Race, How Ready Are Danish Manufactures? Copenhagen: Boston Consulting Group, Innovationsfonden.
   Google Scholar
• De Propris, L. 2018. “Industry 4.0+and Implications for European Regions.” MAKERS’ Workshop, Brussels 25.01.2018. https://www.ceps.eu/sites/default/files/Presentation%20Lisa%20DE%20PROPRIS%20Brussels%20January%202018.pdf
   Google Scholar
• de Vasconcelos Gomes, L., A. Figueiredo Facin, and F. Hourneaux Junior. 2019. “Building a Bridge Between Performance Management, Radical Innovation, and Innovation Networks: A Systematic Literature Review.” Creativity and Innovation Management 28 (4): 536–549. doi:10.1111/caim.12348.
   Google Scholar
• Erol, S., A. Jäger, P. Hold, K. Ott, and W. Sihn. 2016. “Tangible Industry 4.0: A Scenario-Based Approach to Learning for the Future of Production.” Procedia CIRP 54: 13–18. doi:10.1016/j.procir.2016.03.162.
   Google Scholar
• Franklin, M., N. Searle, and D. Stoyanova. 2013. “Innovation in the Application of Digital Tools for Managing Uncertainty: The Case of UK Independent Film.” Creativity and Innovation Management 22 (3): 320–333. doi:10.1111/caim.12029.
   Web of Science ®Google Scholar
• Gaddi, M., N. Garbellini, and F. Garibaldo. 2021. “The Growing Inequalities in Italy – North/South – and the Increasing Dependency of the Successful North upon German and French Industries.” European Planning Studies 29 (9): 1637–1655. doi:10.1080/09654313.2021.1963050.
   Google Scholar
• Goduscheit, R. Ch., and R. Faullant, 2018. "Paths Toward Radical Service Innovation in Manufacturing Companies—A Service-Dominant Logic Perspective". Journal of Product Innovation Management 35 (5): 701-719. https://doi.org/10.1111/jpim.12461
   Web of Science ®Google Scholar
• Goduscheit, R., and M. Knudsen. 2014. “How Barriers to Collaboration Prevent Progress in Demand for Knowledge: A Dyadic Study of Small and Medium-sized Firms, Research and Technology Organizations and Universities.” Creativity and Innovation Management 24 (1): 29–54. doi:10.1111/caim.12101.
   Google Scholar
• Grant, M., and A. Booth. 2009. “A Typology of Reviews: An Analysis of 14 Review Types and Associated Methodologies.” Health Information & Libraries Journal 26: 91–108. doi:10.1111/j.1471-1842.2009.00848.x.
   PubMed Web of Science ®Google Scholar
• Greef, S., and W. Schroeder. 2021. “How Does Industry 4.0 Affect the Relationship Between Centre and Periphery? The Case of Manufacturing Industry in Germany.” European Planning Studies 29 (9): 1656–1671. doi:10.1080/09654313.2021.1963051.
   Web of Science ®Google Scholar
• Hervas-Oliver, J., S. Estelles-Miguel, G. Mallol-Gasch, and J. Boix-Palomero. 2019. “A Place-based Policy for Promoting Industry 4.0: The Case of the Castellon Ceramic Tile District.” European Planning Studies 27 (9): 1838–1856. doi:10.1080/09654313.2019.1642855.
   Web of Science ®Google Scholar
• Hilpert, U. 2021. “Regional Selectivity of Innovative Progress: Industry 4.0 and Digitization Ahead.” European Planning Studies 29 (9): 1589–1605. doi:10.1080/09654313.2021.1963047.
   Web of Science ®Google Scholar
• Horváth, D., and R. Szabó. 2019. “Driving Forces and Barriers of Industry 4.0: Do Multinational and Small and Medium-sized Companies Have Equal Opportunities?” Technological Forecasting and Social Change 146: 119–132. doi:10.1016/j.techfore.2019.05.021.
   Web of Science ®Google Scholar
• https://ec.europa.eu/digital-single-market/en/desi
   Google Scholar
• Karre, H., M. Hammer, M. Kleindienst, and C. Ramsauer. 2017. “Transition Towards an Industry 4.0 State of the LeanLab at Graz University of Technology.” Procedia Manufacturing 9: 206–213. doi:10.1016/j.promfg.2017.04.006.
   Google Scholar
• Kiel, D., C. Arnold, and K. Voigt. 2017. “The Influence of the Industrial Internet of Things on Business Models of Established Manufacturing Companies – A Business Level Perspective.” Technovation 68: 4–19. doi:10.1016/j.technovation.2017.09.003.
   Web of Science ®Google Scholar
• Kiel, D., J. Müller, C. Arnold, and K. Voigt. 2017. “Sustainable Industrial Value Creation: Benefits and Challenges of Industry 4.0.” International Journal of Innovation Management 21 (8): 1–21. doi:10.1142/S1363919617400151.
   Web of Science ®Google Scholar
• Konsti-Laakso, S., T. Pihkala, and S. Kraus. 2012. “Facilitating SME Innovation Capability Through Business Networking.” Creativity and Innovation Management 21 (1): 93–105. doi:10.1111/j.1467-8691.2011.00623.x.
   Web of Science ®Google Scholar
• Larsen, P., and A. Lewis. 2007. “How Award-winning SMEs Manage the Barriers to Innovation.” Creativity and Innovation Management 16 (2): 142–151. doi:10.1111/j.1467-8691.2007.00428.x.
   Google Scholar
• Lee, J., H. Kao, and S. Yang. (2014). Service Innovation and Smart Analytics for Industry 4.0 and big Data Environment. Procedia CIRP 16, 3–8. doi:10.1016/j.procir.2014.02.001
   Google Scholar
• McKinsey & Company. 2016. “Industry 4.0 after the initial hype: where manufacturers are finding value and how they can best capture it.” https://www.mckinsey.com/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/getting%20the%20most%20out%20of%20industry%204%200/mckinsey_industry_40_2016.ashx
   Google Scholar
• Müller, J., O. Buliga, and K. Voigt. 2018. “Fortune Favors the Prepared: How SMEs Approach Business Model Innovations in Industry 4.0.” Technological Forecasting and Social Change 132: 2–17. doi:10.1016/j.techfore.2017.12.019.
   Web of Science ®Google Scholar
• Müller, J., and K. Voigt. 2016. “Industrie 4.0 für kleine und mittlere unternehmen.” Production Management 3: 28–30.
   Google Scholar
• Nambisan, S., M. Wright, and M. Feldman. 2019. “The Digital Transformation of Innovation and Entrepreneurship: Progress, Challenges and Key Themes.” Research Policy 48 (8): 1–1. doi:10.1016/j.respol.2019.03.018.
   Web of Science ®Google Scholar
• OECD/Eurostat 2018. Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation, 4th Edition, The Measurement of Scientific, Technological and Innovation Activities. Paris/Eurostat, Luxembourg: OECD Publishing. https://doi.org/10.1787/9789264304604-en
   Google Scholar
• Raj, A., G. Dwivedi, A. Sharma, A. Lopes de Sousa Jabbour, and S. Rajak. 2020. “Barriers to the Adoption of Industry 4.0 Technologies in the Manufacturing Sector: An Inter-Country Comparative Perspective.” International Journal of Production Economics 224: 107546. doi:10.1016/j.ijpe.2019.107546.
   Web of Science ®Google Scholar
• Rüßmann, M., M. Lorenz, P. Gerbert, M. Waldner, J. Justus, P. Engel, and M. Harnisch. 2015. Industry 4.0: The Future of Productivity and Growth in Manufacturing Industries. http://www.inovasyon.org/pdf/bcg.perspectives_Industry.4.0_2015.pdf.
   Google Scholar
• Sandulli, F., and E. Gimenez Fernandez. 2019. “Underemployment of Middle-Skilled Workers and Innovation Outcomes. A Cross-country Analysis.” In Diversities of Innovation, edited by Ulrich Hilpert, 1–18. London: Routledge.
   Google Scholar
• Sandulli, F., E. Gimenez-Fernandez, and M. Rodriguez Ferradas. 2021. “The Transition of Regional Innovation Systems to Industry 4.0: The Case of Basque Country and Catalonia.” European Planning Studies 29 (9): 1622–1636. doi:10.1080/09654313.2021.1963049.
   Web of Science ®Google Scholar
• Schuh, G., T. Potente, C. Wesch-Potente, A. Weber, and J. Prote. 2014. “Collaboration Mechanisms to Increase Productivity in the Context of Industrie 4.0.” Procedia CIRP 19: 51–56. doi:10.1016/j.procir.2014.05.016.
   Google Scholar
• Schwab, K., and X. Sala-i-Martín. 2016. “Insight Report. The Global Competitiveness Report 2016–2017.” World Economic Forum. http://www3.weforum.org/docs/GCR2016-2017/05FullReport/TheGlobalCompetitivenessReport2016-2017_FINAL.pdf
   Google Scholar
• Scuotto, V., G. Santoro, S. Bresciani, and M. Del Giudice. 2017. “Shifting Intra- and Inter-organizational Innovation Processes Towards Digital Business: An Empirical Analysis of SMEs.” Creativity and Innovation Management 26 (3): 247–255. doi:10.1111/caim.12221.
   Web of Science ®Google Scholar
• Shamim, S., S. Cang, H. Yu, and Y. Li. 2016. “Management approaches for industry 4: 0. a human resource management perspective.” 2016 IEEE Congress on Evolutionary Computation (CEC), Conference Proceedings.
   Google Scholar
• Sokołowski, A., and M. Markowska. 2021. “Adjustment of Enterprises to the Requirements of the Fourth Industrial Revolution – Regional Approach. Wiadomości Statystyczne.” The Polish Statistician 66 (1): 32–48. doi:10.5604/01.3001.0014.6746.
   Google Scholar
• Statistics Poland. 2020a. Innovation Activities of Enterprises in the Years 2017-2019. Warsaw. https://stat.gov.pl
   Google Scholar
• Statistics Poland. 2020b. Information Society in Poland. Warsaw. https://stat.gov.pl/en/topics/science-and-technology/information-society
   Google Scholar
• Statistics Poland. 2021. Industry - Results of Activity in 2020. Warsaw. https://stat.gov.pl
   Google Scholar
• Stornelli, A., O. Sercan, and Ch Simms. 2021. “Advanced Manufacturing Technology Adoption and Innovation: A Systematic Literature Review on Barriers, Enablers, and Innovation Types.” Research Policy 50 (6): 104229. doi:10.1016/j.respol.2021.104229.
   Web of Science ®Google Scholar
• Sung, T.K. 2018. "Industry 4.0: A Korea perspective." Technological Forecasting and Social Change 132 (C): 40-45. doi:10.1016/j.techfore.2017.11.005
   Google Scholar
• Veugelers, R., D. Rückert, and Ch Weiss. 2019. “Bridging the divide: new evidence about firms and digitalisation.” Policy Contribution 17, December [Policy Paper]. http://aei.pitt.edu/102383/
   Google Scholar
• Vey, K., T. Fandel-Meyer, J. Zipp, and C. Schneider. 2017. “Learning & Development in Times of Digital Transformation: Facilitating a Culture of Change and Innovation.” International Journal of Advanced Corporate Learning 10 (1): 22–32. doi:10.3991/ijac.v10i1.6334.
   Google Scholar
• Weber, R.H., and E. Studer. 2016. “Cybersecurity in the Internet of Things: Legal aspects.” Computer Law & Security Review 32 (5): 715-728. doi:10.1016/j.clsr.2016.07.002
   Google Scholar
• Zhou, K., T. Liu, and L. Zhou. 2015. “Industry 4.0: towards future industrial opportunities and challenges.” 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Zhangjiajie, China: IEEE, Conference proceedings, 2147–2152.
   Google Scholar