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What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability

Author

Listed:
  • Julian Marius Müller

    (Chair of Industrial Management, Friedrich-Alexander-University Erlangen-Nürnberg, Nürnberg 90403, Germany)

  • Daniel Kiel

    (Chair of Industrial Management, Friedrich-Alexander-University Erlangen-Nürnberg, Nürnberg 90403, Germany)

  • Kai-Ingo Voigt

    (Chair of Industrial Management, Friedrich-Alexander-University Erlangen-Nürnberg, Nürnberg 90403, Germany)

Abstract

The implementation of Industry 4.0 has a far-reaching impact on industrial value creation. Studies on its opportunities and challenges for companies are still scarce. However, the high practical and theoretical relevance of digital and connected manufacturing technologies implies that it is essential to understand the underlying dynamics of their implementation. Thus, this study examines the relevance of Industry 4.0-related opportunities and challenges as drivers for Industry 4.0 implementation in the context of sustainability, taking a differentiated perspective on varying company sizes, industry sectors, and the company’s role as an Industry 4.0 provider or user. A research model comprising relevant Industry 4.0-related opportunities and challenges as antecedents for its implementation is hypothesized. In order to test the model, partial least square structural equation modeling is applied for a sample of 746 German manufacturing companies from five industry sectors. The results show that strategic, operational, as well as environmental and social opportunities are positive drivers of Industry 4.0 implementation, whereas challenges with regard to competitiveness and future viability as well as organizational and production fit impede its progress. Moreover, it is shown that the perception of Industry 4.0-related opportunities and challenges as antecedents to Industry 4.0 implementation depends on different company characteristics.

Suggested Citation

  • Julian Marius Müller & Daniel Kiel & Kai-Ingo Voigt, 2018. "What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability," Sustainability, MDPI, vol. 10(1), pages 1-24, January.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:1:p:247-:d:127650
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    1. Gefen, David, 2000. "E-commerce: the role of familiarity and trust," Omega, Elsevier, vol. 28(6), pages 725-737, December.
    2. Erik G. Hansen & Friedrich Grosse-Dunker & Ralf Reichwald, 2009. "Sustainability Innovation Cube — A Framework To Evaluate Sustainability-Oriented Innovations," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 13(04), pages 683-713.
    3. Berman, Barry, 2012. "3-D printing: The new industrial revolution," Business Horizons, Elsevier, vol. 55(2), pages 155-162.
    4. Qiu, Xuan & Luo, Hao & Xu, Gangyan & Zhong, Runyang & Huang, George Q., 2015. "Physical assets and service sharing for IoT-enabled Supply Hub in Industrial Park (SHIP)," International Journal of Production Economics, Elsevier, vol. 159(C), pages 4-15.
    5. Robert B. Gibson, 2006. "Beyond The Pillars: Sustainability Assessment As A Framework For Effective Integration Of Social, Economic And Ecological Considerations In Significant Decision-Making," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 8(03), pages 259-280.
    6. Benjamin Amshoff & Christian Dülme & Julian Echterfeld & Jürgen Gausemeier, 2015. "Business Model Patterns For Disruptive Technologies," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 1-22.
    7. Katrin Oettmeier & Erik Hofmann, 2017. "Additive manufacturing technology adoption: an empirical analysis of general and supply chain-related determinants," Journal of Business Economics, Springer, vol. 87(1), pages 97-124, January.
    8. Bernd Meyer & Mark Meyer & Martin Distelkamp, 2012. "Modeling green growth and resource efficiency: new results," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 24(2), pages 145-154, June.
    9. Norman, Wayne & MacDonald, Chris, 2004. "Getting to the Bottom of “Triple Bottom Line”," Business Ethics Quarterly, Cambridge University Press, vol. 14(2), pages 243-262, April.
    10. 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.
    11. Marcos Roberto Kuhl & João Carlos Da Cunha & Marlete Beatriz Maçaneiro & Sieglinde Kindl Cunha, 2016. "Relationship Between Innovation And Sustainable Performance," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(06), pages 1-17, August.
    12. Kuan Chung Lin & Joseph Z. Shyu & Kun Ding, 2017. "A Cross-Strait Comparison of Innovation Policy under Industry 4.0 and Sustainability Development Transition," Sustainability, MDPI, vol. 9(5), pages 1-17, May.
    13. Abagail McWilliams & Annaleena Parhankangas & Jason Coupet & Eric Welch & Darold T. Barnum, 2016. "Strategic Decision Making for the Triple Bottom Line," Business Strategy and the Environment, Wiley Blackwell, vol. 25(3), pages 193-204, March.
    14. Müller, Julian Marius & Buliga, Oana & Voigt, Kai-Ingo, 2018. "Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 2-17.
    15. Beate Littig & Erich Griessler, 2005. "Social sustainability: a catchword between political pragmatism and social theory," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 8(1/2), pages 65-79.
    16. Zhong, Ray Y. & Huang, George Q. & Lan, Shulin & Dai, Q.Y. & Chen, Xu & Zhang, T., 2015. "A big data approach for logistics trajectory discovery from RFID-enabled production data," International Journal of Production Economics, Elsevier, vol. 165(C), pages 260-272.
    17. Sang-Oh Shim & KyungBae Park & SungYong Choi, 2017. "Innovative Production Scheduling with Customer Satisfaction Based Measurement for the Sustainability of Manufacturing Firms," Sustainability, MDPI, vol. 9(12), pages 1-12, December.
    18. Jan F. Tesch & Anne-Sophie Brillinger & Dominik Bilgeri, 2017. "Internet Of Things Business Model Innovation And The Stage-Gate Process: An Exploratory Analysis," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(05), pages 1-19, June.
    19. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
    20. Razvan Bologa & Ana-Ramona Lupu & Catalin Boja & Tiberiu Marian Georgescu, 2017. "Sustaining Employability: A Process for Introducing Cloud Computing, Big Data, Social Networks, Mobile Programming and Cybersecurity into Academic Curricula," Sustainability, MDPI, vol. 9(12), pages 1-22, December.
    21. Sabrina Schneider & Patrick Spieth, 2013. "Business Model Innovation: Towards An Integrated Future Research Agenda," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-34.
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