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Digital Transformation Evaluation for Small- and Medium-Sized Manufacturing Enterprises Using the Fuzzy Synthetic Method DEMATEL-ANP

Author

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  • Qingmei Chen

    (School of Management, Guangdong University of Science and Technology, Dongguan 523000, China)

  • Wei Zhang

    (School of Management, Guangdong University of Science and Technology, Dongguan 523000, China)

  • Nanshun Jin

    (School of Management, Guangdong University of Science and Technology, Dongguan 523000, China)

  • Xiaocheng Wang

    (School of Management, Guangdong University of Science and Technology, Dongguan 523000, China)

  • Peiru Dai

    (School of Management, Guangdong University of Science and Technology, Dongguan 523000, China)

Abstract

In view of the characteristics of small- and medium-sized manufacturing enterprises and the status quo of digitalization, it is necessary to develop a more applicable digital transformation maturity model. The decision testing and evaluation laboratory method (DEMATEL) is used to provide the visual impact relationship between digital transformation criteria, and combined with the network analytic hierarchy process (ANP) to determine the mixed weight of indicators, and then fuzzy comprehensive evaluation is used to evaluate the digital maturity of small- and medium-sized manufacturing enterprises. The empirical analysis of small- and medium-sized manufacturing enterprises in Guangdong Province shows that digital strategy and information technology play a key role in the digital transformation of enterprises, and digital process and digital innovation are the main problems faced by small- and medium-sized enterprises. In addition, the digital maturity of enterprises is related to the industrial base, regional policies, industry types, etc. This study provides some guidance for the implementation path selection of small- and medium-sized enterprises’ digital transformation and accelerates the digital transformation and sustainable development of small- and medium-sized manufacturing enterprises.

Suggested Citation

  • Qingmei Chen & Wei Zhang & Nanshun Jin & Xiaocheng Wang & Peiru Dai, 2022. "Digital Transformation Evaluation for Small- and Medium-Sized Manufacturing Enterprises Using the Fuzzy Synthetic Method DEMATEL-ANP," Sustainability, MDPI, vol. 14(20), pages 1-23, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:20:p:13038-:d:939734
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    References listed on IDEAS

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    1. Juan Alcácer & John Cantwell & Lucia Piscitello, 2016. "Internationalization in the information age: A new era for places, firms, and international business networks?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(5), pages 499-512, June.
    2. Fotis Kitsios & Maria Kamariotou, 2021. "Artificial Intelligence and Business Strategy towards Digital Transformation: A Research Agenda," Sustainability, MDPI, vol. 13(4), pages 1-14, February.
    3. Cihan Ünal & Cemil Sungur & Hakan Yildirim, 2022. "Application of the Maturity Model in Industrial Corporations," Sustainability, MDPI, vol. 14(15), pages 1-25, August.
    4. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    5. Jackson, Nicole C. & Dunn-Jensen, Linda M., 2021. "Leadership succession planning for today’s digital transformation economy: Key factors to build for competency and innovation," Business Horizons, Elsevier, vol. 64(2), pages 273-284.
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    Cited by:

    1. Bruna Maria Gerônimo & Giane Gonçalves Lenzi, 2023. "Maturity Models for Testing and Calibration Laboratories: A Systematic Literature Review," Sustainability, MDPI, vol. 15(4), pages 1-22, February.

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