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A Mathematical Analysis of 4IR Innovation Barriers in Developmental Social Work—A Structural Equation Modeling Approach

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  • Paramjit Singh Jamir Singh

    (School of Social Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia)

  • Ayodeji Emmanuel Oke

    (School of Social Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia
    Department of Quantity Surveying, Federal University of Technology Akure, Akure 340110, Nigeria
    CIDB Centre of Excellence, Faculty of Engineering and Built Environment, University of Johannesburg, Johannesburg 2092, South Africa)

  • Ahmed Farouk Kineber

    (Department of Civil Engineering, College of Engineering in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
    Department of Civil Engineering, Canadian International College (CIC), Zayed Campus, 6th October City 12577, Giza, Egypt)

  • Oludolapo Ibrahim Olanrewaju

    (Wellington School of Architecture, Victoria University of Wellington, P.O. Box 600, Wellington 6140, New Zealand)

  • Olayinka Omole

    (Irene Construction Science Division, Christopher Gibbs College of Architecture, University of Oklahoma, Norman, OK 73019, USA)

  • Mohamad Shaharudin Samsurijan

    (School of Social Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia)

  • Rosfaraliza Azura Ramli

    (College of Law, Government and International Studies, School of Government, Universiti Utara Malaysia, Changlun 06050, Malaysia)

Abstract

The fourth industrial revolution (4IR) era also known as digital age is central to the advancement of the construction industry as the industry is currently facing a myriad of challenges, including poor productivity and project failure. Therefore, there is an urgent need for industry to adopt 4IR innovations to increase the building business’s performance. The study explored the relationship between the critical barriers to 4IR innovations to foster sustainable development. The study embraced a numerical exploration approach which employed a questionnaire to obtain information from building industry experts. The questionnaire data were used to classify the 4IR barriers into policy and structure, readiness, and acquisition, using Exploratory Factor Analysis (EFA). Likewise, a predictive model was developed using Structural Equation Modelling-Partial Least Square (SEM-PLS). It explained the relationship between the barrier categories and the barriers to 4IR innovation adoption for sustainable development. The results showed that policy and structure were critical components of 4IR adoption that the stakeholders of the construction industry must pay close attention to. The study also provided valuable areas for future research to enhance 4IR innovation adoption for sustainable development.

Suggested Citation

  • Paramjit Singh Jamir Singh & Ayodeji Emmanuel Oke & Ahmed Farouk Kineber & Oludolapo Ibrahim Olanrewaju & Olayinka Omole & Mohamad Shaharudin Samsurijan & Rosfaraliza Azura Ramli, 2023. "A Mathematical Analysis of 4IR Innovation Barriers in Developmental Social Work—A Structural Equation Modeling Approach," Mathematics, MDPI, vol. 11(4), pages 1-20, February.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:4:p:1003-:d:1070149
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    References listed on IDEAS

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