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Modeling the enablers for sustainable adoption of water ionizers: an ISM-MICMAC approach

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  • Saurabh Pandey

    (Delhi Technological University)

  • Deepti Aggrawal

    (Delhi Technological University)

Abstract

Literature is evident of research work pertaining to water sustainability. Plenty of ways have been described in the past wherein energy efficient and water quality devices have gained good consideration of researchers. Amongst this theme, water ionizers have fetched significant attention in recent years due to their potential benefits for human health and the environment. The objective of research on water ionization technology, sustainable practices, and consumer behaviour is to empirically analyse and clarify the factors that impact the consumers’ perception and adoption of water ionizers. Firstly, this study explores the enablers for the sustainable adoption of water ionizers using an Interpretive Structural Modeling (ISM) approach establishing contextual relationships among these factors, which results in hierarchical structure in the form of digraph. Secondly, MICMAC analysis approach to categorize and identifying factors based on driving power and dependence power aiming to construct a comprehensive framework that highlights the critical variables influencing the adoption process. This dual approach not only provides valuable insights into the dynamics of water ionizer adoption but also facilitates the development of targeted strategies to promote or mitigate specific influences. The findings of this study are expected to contribute significantly to the understanding of sustainable technology adoption and offer practical implications for stakeholders aiming to enhance the acceptance and utilization of water ionizers. Questionnaires are thoughtfully crafted to gather precise responses, ultimately providing valuable insights for manufacturers and policymakers. The research hypothesizes that the ISM-MICMAC model effectively identifies and emphasizes product features and environmental sustainability as critical factors contributing to the health benefits that drive the sustainable adoption of water ionizers.

Suggested Citation

  • Saurabh Pandey & Deepti Aggrawal, 2025. "Modeling the enablers for sustainable adoption of water ionizers: an ISM-MICMAC approach," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 16(2), pages 868-882, February.
  • Handle: RePEc:spr:ijsaem:v:16:y:2025:i:2:d:10.1007_s13198-024-02702-3
    DOI: 10.1007/s13198-024-02702-3
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    References listed on IDEAS

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    1. Jessica Coria & Clara Villegas-Palacio, 2014. "Regulatory Dealing: Technology Adoption Versus Enforcement Stringency Of Emission Taxes," Contemporary Economic Policy, Western Economic Association International, vol. 32(2), pages 451-473, April.
    2. Tammie Ronen & Dorit Kerret, 2020. "Promoting Sustainable Wellbeing: Integrating Positive Psychology and Environmental Sustainability in Education," IJERPH, MDPI, vol. 17(19), pages 1-19, September.
    3. Marco Vacchi & Cristina Siligardi & Fabio Demaria & Erika Iveth Cedillo-González & Rocío González-Sánchez & Davide Settembre-Blundo, 2021. "Technological Sustainability or Sustainable Technology? A Multidimensional Vision of Sustainability in Manufacturing," Sustainability, MDPI, vol. 13(17), pages 1-18, September.
    4. Rohit Sindhwani & Venkataramanaiah Saddikuti & Omkarprasad S. Vaidya, 2023. "Evaluation of enablers of supply chain resilience and responsibility in India during large-scale disruptions: an ISM-ANP approach," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 48(2), pages 178-220.
    5. Li, Wenbo & Long, Ruyin & Chen, Hong & Geng, Jichao, 2017. "A review of factors influencing consumer intentions to adopt battery electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 318-328.
    6. Jorge Alejandro Silva, 2023. "Wastewater Treatment and Reuse for Sustainable Water Resources Management: A Systematic Literature Review," Sustainability, MDPI, vol. 15(14), pages 1-31, July.
    7. Martin Schreier & Stefan Oberhauser & Reinhard Prügl, 2007. "Lead users and the adoption and diffusion of new products: Insights from two extreme sports communities," Marketing Letters, Springer, vol. 18(1), pages 15-30, June.
    8. Subrata Kumar Patra & Tilak Raj & B.B. Arora, 2021. "An analysis and modelling of selected barriers for a sustainable manufacturing system using ISM technique," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 41(3), pages 373-398.
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