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Development of a Risk Framework for Industry 4.0 in the Context of Sustainability for Established Manufacturers

Author

Listed:
  • Hendrik S. Birkel

    (Chair of Supply Chain Management, Friedrich-Alexander-University Erlangen-Nürnberg, Lange Gasse 20, 90403 Nürnberg, Germany)

  • Johannes W. Veile

    (Chair of Industrial Management, Friedrich-Alexander-University Erlangen-Nürnberg, Lange Gasse 20, 90403 Nürnberg, Germany)

  • Julian M. Müller

    (Department of Logistics and Operations Management, Salzburg University of Applied Sciences, Urstein Süd 1, 5412 Puch bei Hallein, Austria)

  • Evi Hartmann

    (Chair of Supply Chain Management, Friedrich-Alexander-University Erlangen-Nürnberg, Lange Gasse 20, 90403 Nürnberg, Germany)

  • Kai-Ingo Voigt

    (Chair of Industrial Management, Friedrich-Alexander-University Erlangen-Nürnberg, Lange Gasse 20, 90403 Nürnberg, Germany)

Abstract

The concept of “Industry 4.0” is expected to bring a multitude of benefits for industrial value creation. However, the associated risks hamper its implementation and lack a comprehensive overview. In response, the paper proposes a framework of risks in the context of Industry 4.0 that is related to the Triple Bottom Line of sustainability. The framework is developed from a literature review, as well as from 14 in-depth expert interviews. With respect to economic risks, the risks that are associated with high or false investments are outlined, as well as the threatened business models and increased competition from new market entrants. From an ecological perspective, the increased waste and energy consumption, as well as possible ecological risks related to the concept “lot size one”, are described. From a social perspective, the job losses, risks associated with organizational transformation, and employee requalification, as well as internal resistance, are among the aspects that are considered. Additionally, risks can be associated with technical risks, e.g., technical integration, information technology (IT)-related risks such as data security, and legal and political risks, such as for instance unsolved legal clarity in terms of data possession. Conclusively, the paper discusses the framework with the extant literature, proposes managerial and theoretical implications, and suggests avenues for future research.

Suggested Citation

  • Hendrik S. Birkel & Johannes W. Veile & Julian M. Müller & Evi Hartmann & Kai-Ingo Voigt, 2019. "Development of a Risk Framework for Industry 4.0 in the Context of Sustainability for Established Manufacturers," Sustainability, MDPI, vol. 11(2), pages 1-27, January.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:2:p:384-:d:197394
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    References listed on IDEAS

    as
    1. Heckmann, Iris & Comes, Tina & Nickel, Stefan, 2015. "A critical review on supply chain risk – Definition, measure and modeling," Omega, Elsevier, vol. 52(C), pages 119-132.
    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. Wiengarten, Frank & Humphreys, Paul & Gimenez, Cristina & McIvor, Ronan, 2016. "Risk, risk management practices, and the success of supply chain integration," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 361-370.
    4. Pfeffer, Jeffrey, 2010. "Building Sustainable Organizations: The Human Factor," Research Papers 2017r, Stanford University, Graduate School of Business.
    5. Joseph Sarkis & Qingyun Zhu, 2018. "Environmental sustainability and production: taking the road less travelled," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 743-759, January.
    6. 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.
    7. William Ho & Tian Zheng & Hakan Yildiz & Srinivas Talluri, 2015. "Supply chain risk management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 53(16), pages 5031-5069, August.
    8. Yingchun Guo, 2011. "Research on Knowledge-Oriented Supply ChainRisk Management System Model," Journal of Management and Strategy, Journal of Management and Strategy, Sciedu Press, vol. 2(2), pages 72-77, June.
    9. Yongxin Liao & Fernando Deschamps & Eduardo de Freitas Rocha Loures & Luiz Felipe Pierin Ramos, 2017. "Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3609-3629, June.
    10. Tang, Ou & Nurmaya Musa, S., 2011. "Identifying risk issues and research advancements in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 133(1), pages 25-34, September.
    11. 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.
    12. 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.
    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. Markus Beckmann & Stefan Hielscher & Ingo Pies, 2014. "Commitment Strategies for Sustainability: How Business Firms Can Transform Trade‐Offs Into Win–Win Outcomes," Business Strategy and the Environment, Wiley Blackwell, vol. 23(1), pages 18-37, January.
    15. Kai Ding & Pingyu Jiang & Mei Zheng, 2017. "Environmental and economic sustainability-aware resource service scheduling for industrial product service systems," Journal of Intelligent Manufacturing, Springer, vol. 28(6), pages 1303-1316, August.
    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. Ananthram, Subramaniam & Chan, Christopher, 2013. "Challenges and strategies for global human resource executives: Perspectives from Canada and the United States," European Management Journal, Elsevier, vol. 31(3), pages 223-233.
    18. Kent D Miller, 1992. "A Framework for Integrated Risk Management in International Business," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 23(2), pages 311-331, June.
    19. Shancang Li & Li Da Xu & Shanshan Zhao, 2015. "The internet of things: a survey," Information Systems Frontiers, Springer, vol. 17(2), pages 243-259, April.
    20. Graham Hubbard, 2009. "Measuring organizational performance: beyond the triple bottom line," Business Strategy and the Environment, Wiley Blackwell, vol. 18(3), pages 177-191, March.
    21. Thomas Dyllick & Kai Hockerts, 2002. "Beyond the business case for corporate sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 11(2), pages 130-141, March.
    22. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    23. Kelley, Donna J. & Peters, Lois & O'Connor, Gina Colarelli, 2009. "Intra-organizational networking for innovation-based corporate entrepreneurship," Journal of Business Venturing, Elsevier, vol. 24(3), pages 221-235, May.
    24. 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.
    25. Zhou, Wei & Piramuthu, Selwyn, 2013. "Remanufacturing with RFID item-level information: Optimization, waste reduction and quality improvement," International Journal of Production Economics, Elsevier, vol. 145(2), pages 647-657.
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