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Resilient sustainable investment in digital education technology: A stakeholder-centric decision support model under uncertainty

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  • Yazdani, Morteza
  • Pamucar, Dragan
  • Erdmann, Anett
  • Toro-Dupouy, Luis

Abstract

Investment in education technology (EdTech) is a complex decision problem for universities during the post-Covid era. With the objective to assess the quality and adoptability of education supply chain, a novel analytical evaluation model approach is proposed, based on quality function deployment and combinative distance-based assessment. To deal with uncertainty in the evaluation process, fuzzy theory is integrated into the model. To establish the house of quality matrix, technology-based stakeholders' requirements were identified and classified in four dimensions: economic and financial, technology adoption, sustainability, competencies. Moreover, nine supplier criteria were assumed. Based on expert evaluations, the results suggest that financial credit and supplier collaboration are the most prominent attributes to evaluate suppliers, while environmental commitment is sorted as the least important criterion. The results reveal that the three dominant suppliers, which provide the best response to the identified criteria, are providers of cloud service technology.

Suggested Citation

  • Yazdani, Morteza & Pamucar, Dragan & Erdmann, Anett & Toro-Dupouy, Luis, 2023. "Resilient sustainable investment in digital education technology: A stakeholder-centric decision support model under uncertainty," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    • Handle: RePEc:eee:tefoso:v:188:y:2023:i:c:s0040162522008034
    DOI: 10.1016/j.techfore.2022.122282
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    1. Alam, Gazi Mahabubul & Asimiran, Soaib, 2021. "Online technology: Sustainable higher education or diploma disease for emerging society during emergency—comparison between pre and during COVID-19," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    2. Jaffar Abbas & Jaffar Aman & Mohammad Nurunnabi & Shaher Bano, 2019. "The Impact of Social Media on Learning Behavior for Sustainable Education: Evidence of Students from Selected Universities in Pakistan," Sustainability, MDPI, vol. 11(6), pages 1-23, March.
    3. Mutlu Uygur & Burak Ayçiçek & Hikmet Doğrul & Tuğba Yanpar Yelken, 2020. "Investigating Stakeholders’ Views on Technology Integration: The Role of Educational Leadership for Sustainable Inclusive Education," Sustainability, MDPI, vol. 12(24), pages 1-24, December.
    4. Abolghasem Naderi, 2022. "Efficiency measurement of higher education units using multilevel frontier analysis," Journal of Productivity Analysis, Springer, vol. 57(1), pages 79-92, February.
    5. Chiara Succi & Michaela Wieandt, 2019. "Walk the talk: soft skills’ assessment of graduates," European Journal of Management and Business Economics, Emerald Group Publishing Limited, vol. 28(2), pages 114-125, April.
    6. Charles Kivunja, 2015. "The Efficacy of Social Media Technologies in Academia: A Pedagogical Bliss or Digital Fad?," International Journal of Higher Education, Sciedu Press, vol. 4(4), pages 1-33, November.
    7. Jinkyung Jenny Kim & Yeohyun Yoon & Eun-Jung Kim, 2021. "A Comparison of Faculty and Student Acceptance Behavior toward Learning Management Systems," IJERPH, MDPI, vol. 18(16), pages 1-16, August.
    8. Sultan, Nabil, 2010. "Cloud computing for education: A new dawn?," International Journal of Information Management, Elsevier, vol. 30(2), pages 109-116.
    9. Mehdi KESHAVARZ GHORABAEE & Edmundas Kazimieras ZAVADSKAS & Zenonas TURSKIS & Jurgita ANTUCHEVICIENE, 2016. "A New Combinative Distance-Based Assessment(Codas) Method For Multi-Criteria Decision-Making," ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, Faculty of Economic Cybernetics, Statistics and Informatics, vol. 50(3), pages 25-44.
    10. Ling Li, 2020. "Education supply chain in the era of Industry 4.0," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 579-592, July.
    11. Mikhail V. Vinichenko & Alexander V. Melnichuk & Peter Karácsony, 2020. "Technologies of improving the university efficiency by using artificial intelligence: motivational aspect," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(4), pages 2696-2714, June.
    12. Kim, Wonjoon, 2015. "The current transition in management of technology education: The case of Korea," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 5-20.
    13. Morteza Yazdani & Prasenjit Chatterjee & Maria Jose Montero-Simo & Rafael A. Araque-Padilla, 2019. "An Integrated Multi-Attribute Model for Evaluation of Sustainable Mobile Phone," Sustainability, MDPI, vol. 11(13), pages 1-18, July.
    14. Eleonora Bottani & Piera Centobelli & Teresa Murino & Ehsan Shekarian, 2018. "A QFD-ANP Method for Supplier Selection with Benefits, Opportunities, Costs and Risks Considerations," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(03), pages 911-939, May.
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    Cited by:

    1. Abeer F. Alkhwaldi, 2024. "Investigating the Social Sustainability of Immersive Virtual Technologies in Higher Educational Institutions: Students’ Perceptions toward Metaverse Technology," Sustainability, MDPI, vol. 16(2), pages 1-24, January.
    2. Qu, Xueping & Xu, Aidi, 2023. "Ways to promote investments in sustainable energy utilities in the central Asian regional economic cooperation program region," Utilities Policy, Elsevier, vol. 84(C).
    3. Maja Rosi & Matevž Obrecht, 2023. "Sustainability Topics Integration in Supply Chain and Logistics Higher Education: Where Is the Middle East?," Sustainability, MDPI, vol. 15(8), pages 1-16, April.

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