IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i23p9927-d452197.html
   My bibliography  Save this article

Assessment of Industry 4.0 Maturity Models by Design Principles

Author

Listed:
  • Dinara Dikhanbayeva

    (School of Engineering and Digital Sciences, Nazarbayev University, Nur-Sultan 010000, Kazakhstan)

  • Sabit Shaikholla

    (School of Engineering and Digital Sciences, Nazarbayev University, Nur-Sultan 010000, Kazakhstan)

  • Zhanybek Suleiman

    (School of Engineering and Digital Sciences, Nazarbayev University, Nur-Sultan 010000, Kazakhstan)

  • Ali Turkyilmaz

    (School of Engineering and Digital Sciences, Nazarbayev University, Nur-Sultan 010000, Kazakhstan)

Abstract

The fourth industrial revolution and accompanying digital transformation has progressed dramatically in recent years. The new digital revolution, mostly known as Industry 4.0, introduces impressive changes in the way enterprises and organizations are operating in a globalized world and altering the well-established lifestyle of a society. Therefore, it is of utmost importance to identify the current capabilities of companies in the context of Industry 4.0. Current literature on Industry 4.0 maturity and assessment models underlies the importance of a proper development strategy with exact steps to perform. Design principles address the issue of systematizing the measurable and attainable steps for further development. The present study contributes towards the identification of the research gap in the presence of core Industry 4.0 design principles during the development of maturity models. The analysis of 12 chosen maturity models by eight core design principles was provided. This research can serve as a starting point for the development of a complex strategic roadmap and thereby to provide a successful transition from traditional manufacturing into Industry 4.0.

Suggested Citation

  • Dinara Dikhanbayeva & Sabit Shaikholla & Zhanybek Suleiman & Ali Turkyilmaz, 2020. "Assessment of Industry 4.0 Maturity Models by Design Principles," Sustainability, MDPI, vol. 12(23), pages 1-22, November.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:23:p:9927-:d:452197
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/23/9927/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/23/9927/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sascha Kraus & Matthias Breier & Sonia Dasí-Rodríguez, 2020. "The art of crafting a systematic literature review in entrepreneurship research," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 1023-1042, September.
    2. Qiang Liu & Hao Zhang & Jiewu Leng & Xin Chen, 2019. "Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system," International Journal of Production Research, Taylor & Francis Journals, vol. 57(12), pages 3903-3919, June.
    3. Krzysztof Ejsmont & Bartlomiej Gladysz & Aldona Kluczek, 2020. "Impact of Industry 4.0 on Sustainability—Bibliometric Literature Review," Sustainability, MDPI, vol. 12(14), pages 1-29, July.
    4. Christian F. Durach & Joakim Kembro & Andreas Wieland, 2017. "A New Paradigm for Systematic Literature Reviews in Supply Chain Management," Journal of Supply Chain Management, Institute for Supply Management, vol. 53(4), pages 67-85, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kayikci, Yasanur & Kazancoglu, Yigit & Gozacan-Chase, Nazlican & Lafci, Cisem & Batista, Luciano, 2022. "Assessing smart circular supply chain readiness and maturity level of small and medium-sized enterprises," Journal of Business Research, Elsevier, vol. 149(C), pages 375-392.
    2. Dinara Dikhanbayeva & Akmaral Tokbergenova & Yevgeniy Lukhmanov & Essam Shehab & Zbigniew Pastuszak & Ali Turkyilmaz, 2021. "Critical Factors of Industry 4.0 Implementation in an Emerging Country: Empirical Study," Future Internet, MDPI, vol. 13(6), pages 1-25, May.
    3. Santiago-Omar Caballero-Morales & Luis Cuautle-Gutiérrez & José-de-Jesús Cordero-Guridi & Ricardo-Iván Alvarez-Tamayo, 2023. "Six-Sigma Reference Model for Industry 4.0 Implementations in Textile SMEs," Sustainability, MDPI, vol. 15(16), pages 1-22, August.
    4. Nicola Bellantuono & Angela Nuzzi & Pierpaolo Pontrandolfo & Barbara Scozzi, 2021. "Digital Transformation Models for the I4.0 Transition: Lessons from the Change Management Literature," Sustainability, MDPI, vol. 13(23), pages 1-40, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Daria Minashkina & Ari Happonen, 2023. "Warehouse Management Systems for Social and Environmental Sustainability: A Systematic Literature Review and Bibliometric Analysis," Logistics, MDPI, vol. 7(3), pages 1-33, July.
    2. Hayrol Azril Mohamed Shaffril & Samsul Farid Samsuddin & Asnarulkhadi Abu Samah, 2021. "The ABC of systematic literature review: the basic methodological guidance for beginners," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(4), pages 1319-1346, August.
    3. Kinias, Ioannis & Chalis, Spyridon & Glyptis, Loukas, 2023. "Family business research: A systematic review and an uncelebrated role of marketing," Journal of Business Research, Elsevier, vol. 162(C).
    4. Julia Reisinger & Patrick Hollinsky & Iva Kovacic, 2021. "Design Guideline for Flexible Industrial Buildings Integrating Industry 4.0 Parameters," Sustainability, MDPI, vol. 13(19), pages 1-24, September.
    5. Durán-Romero, Gemma & López, Ana M. & Beliaeva, Tatiana & Ferasso, Marcos & Garonne, Christophe & Jones, Paul, 2020. "Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    6. Das, Kallol & Patel, Jayesh D. & Sharma, Anuj & Shukla, Yupal, 2023. "Creativity in marketing: Examining the intellectual structure using scientometric analysis and topic modeling," Journal of Business Research, Elsevier, vol. 154(C).
    7. Rosa Lombardi & Raffaele Trequattrini & Federico Schimperna & Myriam Cano-Rubio, 2021. "The Impact of Smart Technologies on theManagement and Strategic Control: A Structured Literature Review," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(suppl. 1), pages 11-30.
    8. Justin R. Hall & Selen Savas-Hall & Eric H. Shaw, 2023. "A deductive approach to a systematic review of entrepreneurship literature," Management Review Quarterly, Springer, vol. 73(3), pages 987-1016, September.
    9. Kifah Imara & Fahriye Altinay, 2021. "Integrating Education for Sustainable Development Competencies in Teacher Education," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
    10. Perez-Vega, Rodrigo & Hopkinson, Paul & Singhal, Aishwarya & Mariani, Marcello M., 2022. "From CRM to social CRM: A bibliometric review and research agenda for consumer research," Journal of Business Research, Elsevier, vol. 151(C), pages 1-16.
    11. Mikel Alayo & Txomin Iturralde & Amaia Maseda & Gloria Aparicio, 2021. "Mapping family firm internationalization research: bibliometric and literature review," Review of Managerial Science, Springer, vol. 15(6), pages 1517-1560, August.
    12. Fabrizio Striani & Claudio Rocco, 2022. "Analisi sistematica di servizi di telemedicina a supporto della morbilità: tecnologie e prospettive," MECOSAN, FrancoAngeli Editore, vol. 2022(121), pages 63-90.
    13. Akshita Singh & Shailendra Kumar & Utkarsh Goel & Amar Johri, 2023. "Behavioural biases in real estate investment: a literature review and future research agenda," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
    14. Gunasekara, Lahiru & Robb, David J. & Zhang, Abraham, 2023. "Used product acquisition, sorting and disposition for circular supply chains: Literature review and research directions," International Journal of Production Economics, Elsevier, vol. 260(C).
    15. Kirsten Visser & Irina van Aalst, 2022. "Neighbourhood Factors in Children's Outdoor Play: A Systematic Literature Review," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 113(1), pages 80-95, February.
    16. Dellbrügge, Marius & Brilka, Tim & Kreuz, Felix & Clausen, Uwe, 2022. "Auction design in strategic freight procurement," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Kersten, Wolfgang & Jahn, Carlos & Blecker, Thorsten & Ringle, Christian M. (ed.), Changing Tides: The New Role of Resilience and Sustainability in Logistics and Supply Chain Management – Innovative Approaches for the Shift to a New , volume 33, pages 295-325, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    17. Angerer, Martin & Hoffmann, Christian Hugo & Neitzert, Florian & Kraus, Sascha, 2021. "Objective and subjective risks of investing into cryptocurrencies," Finance Research Letters, Elsevier, vol. 40(C).
    18. Sascha Kraus & Paul Jones & Norbert Kailer & Alexandra Weinmann & Nuria Chaparro-Banegas & Norat Roig-Tierno, 2021. "Digital Transformation: An Overview of the Current State of the Art of Research," SAGE Open, , vol. 11(3), pages 21582440211, September.
    19. Patrycja Klimas & Wojciech Czakon, 2022. "Gaming innovation ecosystem: actors, roles and co-innovation processes," Review of Managerial Science, Springer, vol. 16(7), pages 2213-2259, October.
    20. Aditi S. Saha & Rakesh D. Raut & Vinay Surendra Yadav & Abhijit Majumdar, 2022. "Blockchain Changing the Outlook of the Sustainable Food Supply Chain to Achieve Net Zero?," Sustainability, MDPI, vol. 14(24), pages 1-21, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:23:p:9927-:d:452197. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.