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A DMAIC-Based Technology–Organization–Environment (TOE) Framework for Sustainable Industry 4.0 Adoption

Author

Listed:
  • Muhammad Zeeshan Rafique

    (Research & Doctoral Studies, Hamdan Bin Mohammed Smart University, Dubai P.O. Box 71400, United Arab Emirates)

  • Meera Al Marri

    (School of Business and Quality Management, Hamdan Bin Mohammed Smart University, Dubai P.O. Box 71400, United Arab Emirates)

  • Fahad Al Saadi

    (School of Business and Quality Management, Hamdan Bin Mohammed Smart University, Dubai P.O. Box 71400, United Arab Emirates)

  • Moetaz ElSergany

    (School of Sustainability and Green Economy, Hamdan Bin Mohammed Smart University, Dubai P.O. Box 71400, United Arab Emirates)

  • Fawzi Dweikat

    (School of e-Education, Hamdan Bin Mohammed Smart University, Dubai P.O. Box 71400, United Arab Emirates)

Abstract

The fourth industrial revolution has been discussed generously in literature, as it centers around offering high value and customized products or services to the consumer by harnessing the potential of cutting-edge technologies. It comes as no surprise that it has brought about a paradigm shift in the manufacturing and services sector; however, it is imperative to analyze the variables which influence its adoption. Although there has been an increasing number of studies helping us to understand the adoption of Industry 4.0, there is no structured and process-oriented implementation roadmap that brings together contextual factors for the adoption, nor a step-by-step methodology regarding improvements. Therefore, the authors have conducted a review in which the barriers to Industry 4.0 adoption have been analyzed in a manufacturing context and their corresponding drivers have been discussed. The study reveals that top management commitment, clear strategy, and a skilled workforce play a significant role in the adoption of Industry 4.0 technologies. Afterwards, the authors have developed a conceptual framework for Industry 4.0 adoption by combining DMAIC with a Technology–Organization–Environment (TOE) framework. The recommended framework is designed to facilitate sustainable digital transformation, helping organizations navigate through a structured ability-building process, upskill their workforce, and embrace technologies that align with sustainability objectives. From an academic perspective, the research makes key contributions to technology management literature by utilizing the TOE approach in a proper manner through DMAIC principles. For practitioners, the research work provides an easy four-step process that can assist them in adopting Industry 4.0 technologies in a proper manner.

Suggested Citation

  • Muhammad Zeeshan Rafique & Meera Al Marri & Fahad Al Saadi & Moetaz ElSergany & Fawzi Dweikat, 2026. "A DMAIC-Based Technology–Organization–Environment (TOE) Framework for Sustainable Industry 4.0 Adoption," Sustainability, MDPI, vol. 18(13), pages 1-16, July.
  • Handle: RePEc:gam:jsusta:v:18:y:2026:i:13:p:6695-:d:1981214
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