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Exploring consumer participation in environment management: Findings from two‐staged structural equation modelling‐artificial neural network approach

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  • Arsalan Najmi
  • Kanagi Kanapathy
  • Azmin A. Aziz

Abstract

A manufacturer's extended producer responsibility for environment management cannot be fulfilled without the participation of end consumers. Therefore, the present study aims to explore the role of consumers in recycling programs of end of life mobile phones. Based on the theory of planned behavior, hypotheses were developed for which data was collected from 746 respondents and a two staged structural equation modelling‐artificial neural network was applied. Both techniques generated similar results which provides validation of the hypothesized relationships. Based on the findings, results are discussed and accordingly policy implications are recommended.

Suggested Citation

  • Arsalan Najmi & Kanagi Kanapathy & Azmin A. Aziz, 2021. "Exploring consumer participation in environment management: Findings from two‐staged structural equation modelling‐artificial neural network approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(1), pages 184-195, January.
    • Handle: RePEc:wly:corsem:v:28:y:2021:i:1:p:184-195
    DOI: 10.1002/csr.2041
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    Cited by:

    1. Albahri, A.S. & Alnoor, Alhamzah & Zaidan, A.A. & Albahri, O.S. & Hameed, Hamsa & Zaidan, B.B. & Peh, S.S. & Zain, A.B. & Siraj, S.B. & Alamoodi, A.H. & Yass, A.A., 2021. "Based on the multi-assessment model: Towards a new context of combining the artificial neural network and structural equation modelling: A review," Chaos, Solitons & Fractals, Elsevier, vol. 153(P1).
    2. Sun, Yunpeng & Bao, Qun & Siao-Yun, Wei & Islam, Misbah ul & Razzaq, Asif, 2022. "Renewable energy transition and environmental sustainability through economic complexity in BRICS countries: Fresh insights from novel Method of Moments Quantile regression," Renewable Energy, Elsevier, vol. 184(C), pages 1165-1176.
    3. Yihua Wu & Muhammad Farrukh & Ali Raza & Fanchen Meng & Imtiaz Alam, 2021. "Framing the evolution of the corporate social responsibility and environmental management journal," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(4), pages 1397-1411, July.

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