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Taxonomy of Industry 4.0 research: Mapping scholarship and industry insights

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  • Dashi Nazarov
  • Anton Klarin

Abstract

A systems perspective of an emergent field such as Industry 4.0 requires combining and analysing the entire multidisciplinary scholarship under one map. Recent developments in scientometric analysis allow researchers to carry out complex bibliometric analyses coupled with an unstructured ontological discovery made available through thematic and ensuing semantic analyses to gain a holistic outlook on the ecosystem of Industry 4.0. The state‐of‐the‐art review of the entire scholarship of Industry 4.0 demonstrates three broad clusters—the implications of automation on industry, the integration of technologies and technological advancements driving the Fourth Industrial Revolution. The scholarship output is, for the first time, compared with the leading industrial and policymaking institutional reports to highlight similarities and discrepancies. This allows to propose a previously unavailable definition of Industry 4.0, which is much needed to progress the research further. The three highly discrepant areas between academic literature and industry insights include lack of research into return on investment, lack of research involving policymaking, and the implications of technological development on the workforce, firms and countries. It is imperative to drive research into the existent, as well as the highlighted, themes in advancing the knowledge and aligning the academic scholarship with the interests of practitioners.

Suggested Citation

  • Dashi Nazarov & Anton Klarin, 2020. "Taxonomy of Industry 4.0 research: Mapping scholarship and industry insights," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 535-556, July.
  • Handle: RePEc:bla:srbeha:v:37:y:2020:i:4:p:535-556
    DOI: 10.1002/sres.2700
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    1. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Stahre, Johan, 2017. "Maintenance in digitalised manufacturing: Delphi-based scenarios for 2030," International Journal of Production Economics, Elsevier, vol. 191(C), pages 154-169.
    2. Elizabeth S. Vieira & José A. N. F. Gomes, 2009. "A comparison of Scopus and Web of Science for a typical university," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 587-600, November.
    3. Jiming Hu & Yin Zhang, 2017. "Discovering the interdisciplinary nature of Big Data research through social network analysis and visualization," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(1), pages 91-109, July.
    4. Sikorski, Janusz J. & Haughton, Joy & Kraft, Markus, 2017. "Blockchain technology in the chemical industry: Machine-to-machine electricity market," Applied Energy, Elsevier, vol. 195(C), pages 234-246.
    5. Pfeiffer, Sabine, 2016. "Robots, Industry 4.0 and humans, or why assembly work is more than routine work," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(2 (Articl), pages 1-26.
    6. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov, 2019. "The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 829-846, February.
    7. Mary Hallward-Driemeier & Gaurav Nayyar, 2017. "Trouble in the Making?," World Bank Publications - Books, The World Bank Group, number 27946, December.
    8. Andrew Atkeson & Patrick J. Kehoe, 2002. "The transition to a new economy after the Second Industrial Revolution," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    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. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    11. Vasja Roblek & Maja Meško & Alojz Krapež, 2016. "A Complex View of Industry 4.0," SAGE Open, , vol. 6(2), pages 21582440166, June.
    12. 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.
    13. Yuliani Suseno & Craig Standing, 2018. "The Systems Perspective of National Innovation Ecosystems," Systems Research and Behavioral Science, Wiley Blackwell, vol. 35(3), pages 282-307, May.
    14. Rafols, Ismael & Leydesdorff, Loet & O’Hare, Alice & Nightingale, Paul & Stirling, Andy, 2012. "How journal rankings can suppress interdisciplinary research: A comparison between Innovation Studies and Business & Management," Research Policy, Elsevier, vol. 41(7), pages 1262-1282.
    15. Jian Zhang & Guofu Ding & Yisheng Zou & Shengfeng Qin & Jianlin Fu, 2019. "Review of job shop scheduling research and its new perspectives under Industry 4.0," Journal of Intelligent Manufacturing, Springer, vol. 30(4), pages 1809-1830, April.
    16. Sabine Pfeiffer, 2016. "Robots, Industry 4.0 and Humans, or Why Assembly Work Is More than Routine Work," Societies, MDPI, vol. 6(2), pages 1-26, May.
    17. Philipp Korom, 2019. "A bibliometric visualization of the economics and sociology of wealth inequality: a world apart?," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 849-868, March.
    18. Gyorgy Kovacs & Sebastian Kot, 2016. "New Logistics And Production Trends As The Effect Of Global Economy Changes," Polish Journal of Management Studies, Czestochowa Technical University, Department of Management, vol. 14(2), pages 115-126, December.
    19. 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.
    20. Antonio CLIM, 2019. "Cyber Security Beyond the Industry 4.0 Era. A Short Review on a Few Technological Promises," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 23(2), pages 34-44.
    21. Craig Standing & Reza Kiani Mavi & Yuliani Suseno & Paul Jackson, 2018. "Does Openness Improve National Innovation? An Application to OECD Countries," Systems Research and Behavioral Science, Wiley Blackwell, vol. 35(6), pages 619-631, November.
    22. Khaqqi, Khamila Nurul & Sikorski, Janusz J. & Hadinoto, Kunn & Kraft, Markus, 2018. "Incorporating seller/buyer reputation-based system in blockchain-enabled emission trading application," Applied Energy, Elsevier, vol. 209(C), pages 8-19.
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    2. Li Da Xu, 2020. "Industry 4.0—Frontiers of fourth industrial revolution," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 531-534, July.
    3. Klarin, Anton & Inkizhinov, Boris & Nazarov, Dashi & Gorenskaia, Elena, 2021. "International business education: What we know and what we have yet to develop," International Business Review, Elsevier, vol. 30(5).
    4. Fernando Garrigós-Simón & Silvia Sanz-Blas & Yeamduan Narangajavana & Daniela Buzova, 2021. "The Nexus between Big Data and Sustainability: An Analysis of Current Trends and Developments," Sustainability, MDPI, vol. 13(12), pages 1, June.
    5. Teixeira, Josélia Elvira & Tavares-Lehmann, Ana Teresa C.P., 2022. "Industry 4.0 in the European union: Policies and national strategies," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    6. Yilmaz, Aysegul & Dora, Manoj & Hezarkhani, Behzad & Kumar, Maneesh, 2022. "Lean and industry 4.0: Mapping determinants and barriers from a social, environmental, and operational perspective," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    7. Hong Jiang & Jinlong Gai & Shukuan Zhao & Peggy E. Chaudhry & Sohail S. Chaudhry, 2022. "Applications and development of artificial intelligence system from the perspective of system science: A bibliometric review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 361-378, May.

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