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The Fourth Industrial Revolution and the Sustainability Practices: A Comparative Automated Content Analysis Approach of Theory and Practice

Author

Listed:
  • Vasja Roblek

    (Faculty of Organisation Studies in Novo Mesto, 8000 Novo Mesto, Slovenia)

  • Oshane Thorpe

    (College of Media and Mass Communication, American University in the Emirates, Dubai 503000, UAE)

  • Mirjana Pejic Bach

    (Faculty of Economics, University of Zagreb, 100000 Zagreb, Croatia)

  • Andrej Jerman

    (LPP, 1000 Ljubljana, Slovenia)

  • Maja Meško

    (Faculty of Management, University of Primorska, 6000 Koper, Slovenia
    Faculty of Organizational Sciences, University of Maribor, 4000 Kranj, Slovenia)

Abstract

(1) Background: The article provides a methodologically coherent analysis of technological development in the context of the fourth industrial revolution or Industry 4.0 and its impact on changes in sustainable development policy. (2) Methods: Using a Comparative Automated Content Analysis (ACA) approach, the article compares recent scientific work on sustainable development and the fourth industrial revolution with the discourse in the news media on sustainable development and industry 4.0. (3) Results: The scientific literature focuses more on changes in business models, production processes, and technologies that enable sustainable development. Newspaper and magazine articles write more about sustainable or green investments, sustainable standards, and sustainable reporting. The focus is on topics that are directly relevant to current sustainable business development and the promotion of research and development of clean and smart technologies and processes. (4) Conclusions: The ACA allows a more systematic comparison of different data sources. The article provides a starting point for sustainable development professionals to gain useful insights into a specific context with the help of the ACA.

Suggested Citation

  • Vasja Roblek & Oshane Thorpe & Mirjana Pejic Bach & Andrej Jerman & Maja Meško, 2020. "The Fourth Industrial Revolution and the Sustainability Practices: A Comparative Automated Content Analysis Approach of Theory and Practice," Sustainability, MDPI, vol. 12(20), pages 1-27, October.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:20:p:8497-:d:428268
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    References listed on IDEAS

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    1. Mojtaba Vaismoradi & Hannele Turunen & Terese Bondas, 2013. "Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study," Nursing & Health Sciences, John Wiley & Sons, vol. 15(3), pages 398-405, September.
    2. Dongwook Kim & Sungbum Kim, 2017. "Sustainable Supply Chain Based on News Articles and Sustainability Reports: Text Mining with Leximancer and DICTION," Sustainability, MDPI, vol. 9(6), pages 1-44, June.
    3. Boot, Arnoud W. A. & Carletti, Elena & Kotz, Hans-Helmut & Krahnen, Jan Pieter & Pelizzon, Loriana & Subrahmanyam, Marti G., 2020. "Corona and financial stability 3.0: Try equity - risk sharing for companies, large and small," SAFE Policy Letters 81, Leibniz Institute for Financial Research SAFE.
    4. Turhan Kaymak & Eralp Bektas, 2017. "Corporate Social Responsibility and Governance: Information Disclosure in Multinational Corporations," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 24(6), pages 555-569, November.
    5. Verma, Surabhi & Gustafsson, Anders, 2020. "Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach," Journal of Business Research, Elsevier, vol. 118(C), pages 253-261.
    6. Karl Widerquist, 2018. "The Bottom Line," Exploring the Basic Income Guarantee, in: A Critical Analysis of Basic Income Experiments for Researchers, Policymakers, and Citizens, chapter 0, pages 93-98, Palgrave Macmillan.
    7. Schweinsberg, Stephen & Darcy, Simon & Cheng, Mingming, 2017. "The agenda setting power of news media in framing the future role of tourism in protected areas," Tourism Management, Elsevier, vol. 62(C), pages 241-252.
    8. Mariana Man & Maria-Mădălina Bogeanu-Popa, 2020. "Impact of Non-Financial Information on Sustainable Reporting of Organisations’ Performance: Case Study on the Companies Listed on the Bucharest Stock Exchange," Sustainability, MDPI, vol. 12(6), pages 1-15, March.
    9. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    10. Andreja Pucihar, 2020. "The digital transformation journey: content analysis of Electronic Markets articles and Bled eConference proceedings from 2012 to 2019," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 29-37, March.
    11. Klaus krippendorff, 2004. "Measuring the Reliability of Qualitative Text Analysis Data," Quality & Quantity: International Journal of Methodology, Springer, vol. 38(6), pages 787-800, December.
    12. Editorial, 2020. "Covid-19 and Climate Change," Journal, Review of Agrarian Studies, vol. 10(1), pages 5-6, January-J.
    13. de Sousa Jabbour, Ana Beatriz Lopes & Jabbour, Charbel Jose Chiappetta & Foropon, Cyril & Godinho Filho, Moacir, 2018. "When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 18-25.
    14. Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
    15. Mirjana Pejić Bach & Živko Krstić & Sanja Seljan & Lejla Turulja, 2019. "Text Mining for Big Data Analysis in Financial Sector: A Literature Review," Sustainability, MDPI, vol. 11(5), pages 1-27, February.
    16. Santana, Monica & Cobo, Manuel J., 2020. "What is the future of work? A science mapping analysis," European Management Journal, Elsevier, vol. 38(6), pages 846-862.
    17. Vasja Roblek & Mirjana Pejic Bach & Maja Mesko & Tine Bertoncel, 2020. "Best Practices of the Social Innovations in the Framework of the E-Government Evolution," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 22(53), pages 275-275, February.
    18. Barbara Grah & Vlado Dimovski & Judita Peterlin, 2020. "Managing Sustainable Urban Tourism Development: The Case of Ljubljana," Sustainability, MDPI, vol. 12(3), pages 1-17, January.
    19. Mehdi Amini & Carol C. Bienstock & John A. Narcum, 2018. "Status of corporate sustainability: a content analysis of Fortune 500 companies," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1450-1461, December.
    20. Arnoud Boot & Elena Carletti & Hans-Helmut Kotz & Jan Pieter Krahnen & Loriana Pelizzon & Marti Subrahmanyam, 2020. "Coronavirus and financial stability 3.0: Try equity – risk sharing for companies, large and small," Vox eBook Chapters, in: AgneÌ€s BeÌ nassy-QueÌ reÌ & Beatrice Weder di Mauro (ed.), Europe in the Time of Covid-19, edition 1, volume 1, chapter 1, pages 41-47, Centre for Economic Policy Research.
    21. Irina Lock & Theo Araujo, 2020. "Visualizing the triple bottom line: A large‐scale automated visual content analysis of European corporations' website and social media images," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2631-2641, November.
    22. Wen-Hsien Tsai & Yin-Hwa Lu, 2018. "A Framework of Production Planning and Control with Carbon Tax under Industry 4.0," Sustainability, MDPI, vol. 10(9), pages 1-24, September.
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    Cited by:

    1. Paweł Poszytek, 2021. "The Landscape of Scientific Discussions on the Competencies 4.0 Concept in the Context of the 4th Industrial Revolution—A Bibliometric Review," Sustainability, MDPI, vol. 13(12), pages 1-13, June.
    2. Rafał Trzaska & Adam Sulich & Michał Organa & Jerzy Niemczyk & Bartosz Jasiński, 2021. "Digitalization Business Strategies in Energy Sector: Solving Problems with Uncertainty under Industry 4.0 Conditions," Energies, MDPI, vol. 14(23), pages 1-21, November.
    3. Inese Mavlutova & Aivars Spilbergs & Atis Verdenhofs & Andris Natrins & Ilja Arefjevs & Tatjana Volkova, 2022. "Digital Transformation as a Driver of the Financial Sector Sustainable Development: An Impact on Financial Inclusion and Operational Efficiency," Sustainability, MDPI, vol. 15(1), pages 1-24, December.
    4. Sooksan Kantabutra, 2022. "Toward a System Theory of Corporate Sustainability: An Interim Struggle," Sustainability, MDPI, vol. 14(23), pages 1-27, November.
    5. Galina Panaedova & Alex Borodin & Cemal Zehir & Sergey Laptev & Andrey Kulikov, 2023. "Overview of the Russian Coal Market in the Context of Geopolitical and Economic Turbulence: The European Embargo and New Markets," Energies, MDPI, vol. 16(19), pages 1-29, September.
    6. Malgorzata Rutkowska & Adam Sulich, 2021. "The Green Management Towards a Green Industrial Revolution," Papers 2106.00464, arXiv.org.
    7. Walter Cardoso Satyro & Jose Celso Contador & Sonia Francisca de Paula Monken & Anderson Ferreira de Lima & Gilberto Gomes Soares Junior & Jansen Anderson Gomes & João Victor Silva Neves & José Robert, 2023. "Industry 4.0 Implementation Projects: The Cleaner Production Strategy—A Literature Review," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    8. Vasja Roblek & Maja Meško & Iztok Podbregar, 2021. "Impact of Car Sharing on Urban Sustainability," Sustainability, MDPI, vol. 13(2), pages 1-19, January.

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