Illuminating the consumer viewpoint in plans for Waste Electrical and Electronic Equipment treatment: leveraging Twitter data analysis
الموضوعات :Akbar Alam Tabriz 1 , sara shafahi 2 , alireza motameni 3
1 - Department of Management, Shahid Beheshti University, Tehran, Iran.
2 - دانشجوی دکتری رشته مدیریت فناوری اطلاعات دانشگاه شهید بهشتی
3 - عضو هیات علمی
الکلمات المفتاحية: Waste of Electrical and Electronic Equipment (WEEE), End-of-Life (EOL), WEEE treatment, WEEE management ,
ملخص المقالة :
Rapid advancements in technology have led to a significant rise in Waste Electrical and Electronic Equipment (WEEE), necessitating the development of effective strategies for managing this growing waste stream. This study explores consumer perspectives and preferences regarding End-of-Life (EOL) options for WEEE. By analyzing a substantial dataset of 2,905,579 Twitter tweets collected between May 2019 and April 2022, and utilizing the Fuzzy Analytic Hierarchy Process (FAHP) technique, we were able to identify the key factors influencing consumer decisions. These factors include accessibility of recycling centers, consumer awareness regarding EOL options, trust in government initiatives, potential economic incentives, involvement of charitable organizations in collection processes, and data security concerns during electronic waste disposal. FAHP was further employed to assess the suitability of each EOL option (reuse, remanufacturing, recycling, and disposal) based on these identified factors. The findings from this study offer valuable insights that can inform WEEE management practices, promote the development of efficient electronic waste disposal strategies, and contribute to the establishment of a circular economy for electronic waste.
المصادر:
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Frempong, J., Chai, J., Ampaw, E. M., Amofah, D. O., & Ansong, K. W. (2020). The relationship among customer operant resources, online value co-creation and electronic-word-of-mouth in solid waste management marketing. Journal of Cleaner Production, 248, 119228. https://doi.org/10.1016/j.jclepro.2019.119228
Garrido-Hidalgo, C., Ramirez, F. J., Olivares, T., & Roda-Sanchez, L. (2020). The adoption of internet of things in a circular supply chain framework for the recovery of WEEE: The case of lithium-ion electric vehicle battery packs. Waste Management, 103, 32-44. http://dx.doi.org/10.1016/j.wasman.2019.09.045
Ghanadpour, S. H., Shokouhyar, S., & Pourabbasi, M. (2022). Effective end‑of‑life (EOL) products management in mobile phone industry with using Twitter data analysis perspective. Environment, Development and Sustainability, 1-30. http://dx.doi.org/10.1007/s10668-022-02529-7
Govindan, K., & Soleimani, H. (2017). A review of reverse logistics and closed-loop supply chains: a Journal of Cleaner Production focus. Journal of cleaner production, 142, 371-384. https://doi.org/10.1016/j.jclepro.2016.03.126
Golev, A., & Corder, G. D. (2017). Quantifying metal values in e-waste in Australia: The value chain perspective. Minerals Engineering, 107, 81-87. https://doi.org/10.1016/j.mineng.2016.10.021
Govindan, K., Darbari, J. D., Agarwal, V., & Jha, P. C. (2017). Fuzzy multi-objective approach for optimal selection of suppliers and transportation decisions in an eco-efficient closed loop supply chain network. Journal of Cleaner Production, 165, 1598-1619. https://doi.org/10.1016/j.jclepro.2017.06.180
Guo, J., Tang, B., Huo, Q., Liang, C., & Gen, M. (2021). Fuzzy programming of dual recycling channels of sustainable multi-objective waste electrical and electronic equipment (WEEE) based on triple bottom line (TBL) theory. Arabian Journal for Science and Engineering, 46(10), 10231-10244. http://dx.doi.org/10.1007/s13369-021-05705-5
Galante, A. M. S., & Campos, L. L. (2012). Mapping radiation fields in containers for industrial γ-irradiation using polycarbonate dosimeters. Applied Radiation and Isotopes, 70(7), 1264-1266. https://doi.org/10.1016/j.apradiso.2011.12.046
Hardy, C. (2004). Scaling up and bearing down in discourse analysis: Questions regarding textual agencies and their context. Organization, 11(3), 415-425. https://doi.org/10.1177/1350508404042000
Hennies, L., & Stamminger, R. (2016). An empirical survey on the obsolescence of appliances in German households. Resources, conservation and recycling, 112, 73-82. https://doi.org/10.1016/j.resconrec.2016.04.013
Huisman, J. (2012). Eco-efficiency evaluation of WEEE take-back systems. In Waste electrical and electronic equipment (WEEE) handbook (pp. 93-119). Woodhead Publishing. https://doi.org/10.1533/9780857096333.1.93
Islam, M. T., & Huda, N. (2018). Reverse logistics and closed-loop supply chain of Waste Electrical and Electronic Equipment (WEEE)/E-waste: A comprehensive literature review. Resources, Conservation and Recycling, 137, 48-75. https://doi.org/10.1016/j.resconrec.2018.05.026
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Jain, M., Kumar, D., Chaudhary, J., Kumar, S., Sharma, S., & Verma, A. S. (2023). Review on E-waste management and its impact on the environment and society. Waste Management Bulletin. https://doi.org/10.1016/j.wmb.2023.06.004
Jiang, P., Van Fan, Y., & Klemeš, J. J. (2021). Data analytics of social media publicity to enhance household waste management. Resources, Conservation and Recycling, 164, 105146. https://doi.org/10.1016/j.resconrec.2020.105146
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