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Revealing the compound interrelationships toward sustainable transition in semiconductor supply chain: A sensitivity analysis

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  • Qiu, Hailing
  • Tseng, Shuan Wei
  • Zhang, Xuan
  • Huang, Caiyan
  • Wu, Kuo-Jui

Abstract

This study provides specific guidelines for allocating resources by determining the positive and negative interrelationships as well as the sensitive criteria and factors of the semiconductor supply chain. However, revealing these compound interrelationships enables the semiconductor supply chain to accelerate the sustainable transition effectively and efficiently. Previous studies have introduced the sustainable transition without considering the compound interrelationships for guiding the semiconductor supply chain. The proposed hybrid digital twin sensitivity analysis method used in this study integrates clustering, machine learning, a cloud model, and the Monte Carlo simulation method. The contributions of the study are as follows: (1) the discovered factors strengthen the theoretical basis of the sustainable transition; (2) the proposed hybrid method reveals compound interrelationships by utilizing insufficient data; and (3) these compound interrelationships are presented in a visual diagram to provide guidelines for allocating resources to promote the sustainable transition. In practice, the total chromium and power consumption are the sensitive criteria influencing sustainable finance; technological innovations are influenced by the revenue and production area.

Suggested Citation

  • Qiu, Hailing & Tseng, Shuan Wei & Zhang, Xuan & Huang, Caiyan & Wu, Kuo-Jui, 2024. "Revealing the compound interrelationships toward sustainable transition in semiconductor supply chain: A sensitivity analysis," International Journal of Production Economics, Elsevier, vol. 271(C).
    • Handle: RePEc:eee:proeco:v:271:y:2024:i:c:s0925527324000756
    DOI: 10.1016/j.ijpe.2024.109218
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    1. Felipe Arias Fogliano de Souza Cunha & Erick Meira & Renato J. Orsato, 2021. "Sustainable finance and investment: Review and research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3821-3838, December.
    2. Haoyue Liang & Fengqi You, 2023. "Reshoring silicon photovoltaics manufacturing contributes to decarbonization and climate change mitigation," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    3. Suharti Ishak & Mohd Rizaimy Shaharudin & Nor Azura Mohamed Salim & Amir Imran Zainoddin & Zichun Deng, 2023. "The Effect of Supply Chain Adaptive Strategies During the COVID-19 Pandemic on Firm Performance in Malaysia's Semiconductor Industries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 439-458, September.
    4. Alkaraan, Fadi & Elmarzouky, Mahmoud & Hussainey, Khaled & Venkatesh, V.G., 2023. "Sustainable strategic investment decision-making practices in UK companies: The influence of governance mechanisms on synergy between industry 4.0 and circular economy," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    5. Abbate, Stefano & Centobelli, Piera & Cerchione, Roberto, 2023. "The digital and sustainable transition of the agri-food sector," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    6. Ren, Yu & Wu, Kuo-Jui & Lim, Ming K. & Tseng, Ming-Lang, 2023. "Technology transfer adoption to achieve a circular economy model under resource-based view: A high-tech firm," International Journal of Production Economics, Elsevier, vol. 264(C).
    7. Dmitry Kobak & Philipp Berens, 2019. "The art of using t-SNE for single-cell transcriptomics," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
    8. Wu, Kuo-Jui & Tseng, Ming-Lang & Yang, Wen-Hua & Ali, Mohd Helmi & Chen, Xiaobo, 2023. "Re-shaping sustainable value chain model under post pandemic disruptions: A fast fashion supply chain analysis," International Journal of Production Economics, Elsevier, vol. 255(C).
    9. Cheng Ling Tan & Zhongkai Tei & Sook Fern Yeo & Kee-Hung Lai & Ajay Kumar & Leanne Chung, 2023. "Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era," Post-Print hal-04325561, HAL.
    10. F. Alkaraan & M. Elmarzouky & K. Hussainey & V.G. Venkatesh, 2023. "Sustainable Strategic Investment Decision-Making Practices in UK Companies: The Influence of Governance Mechanisms on Synergy between Industry 4.0 and Circular Economy," Post-Print hal-04435466, HAL.
    11. Qiu-Rui He & Ping-Kuo Chen, 2023. "Developing a green supplier evaluation system for the Chinese semiconductor manufacturing industry based on supplier willingness," Operations Management Research, Springer, vol. 16(1), pages 227-244, March.
    12. Wang, Jason X. & Burke, Haydn & Zhang, Abraham, 2022. "Overcoming barriers to circular product design," International Journal of Production Economics, Elsevier, vol. 243(C).
    13. Kamel, Ahmed & Elwageeh, Mohamed & Bonduà, Stefano & Elkarmoty, Mohamed, 2023. "Evaluation of mining projects subjected to economic uncertainties using the Monte Carlo simulation and the binomial tree method: Case study in a phosphate mine in Egypt," Resources Policy, Elsevier, vol. 80(C).
    14. Quatrini, Simone, 2021. "Challenges and opportunities to scale up sustainable finance after the COVID-19 crisis: Lessons and promising innovations from science and practice," Ecosystem Services, Elsevier, vol. 48(C).
    15. Tzanes, G. & Zafirakis, D. & Makropoulos, C. & Kaldellis, J.K. & Stamou, A.I., 2023. "Energy vulnerability and the exercise of a data-driven analysis protocol: A comparative assessment on power generation aspects for the non-interconnected islands of Greece," Energy Policy, Elsevier, vol. 177(C).
    16. Kuo-Hao Chang & Yi-Jyun Sun & Chi-An Lai & Li-Der Chen & Chih-Hung Wang & Chung-Jung Chen & Chih-Ming Lin, 2022. "Big data analytics energy-saving strategies for air compressors in the semiconductor industry – an empirical study," International Journal of Production Research, Taylor & Francis Journals, vol. 60(6), pages 1782-1794, March.
    17. Pasquale Marcello Falcone, 2020. "Environmental regulation and green investments: the role of green finance," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 14(2), pages 159-173.
    18. Azar, Kamyar & Hajiakhondi-Meybodi, Zohreh & Naderkhani, Farnoosh, 2022. "Semi-supervised clustering-based method for fault diagnosis and prognosis: A case study," Reliability Engineering and System Safety, Elsevier, vol. 222(C).
    19. Fang, Wei & Liu, Zhen & Surya Putra, Ahmad Romadhoni, 2022. "Role of research and development in green economic growth through renewable energy development: Empirical evidence from South Asia," Renewable Energy, Elsevier, vol. 194(C), pages 1142-1152.
    20. Khan, Irfan & Zakari, Abdulrasheed & Zhang, Jinjun & Dagar, Vishal & Singh, Sanjeet, 2022. "A study of trilemma energy balance, clean energy transitions, and economic expansion in the midst of environmental sustainability: New insights from three trilemma leadership," Energy, Elsevier, vol. 248(C).
    21. Norouzi, Farshid & Hoppe, Thomas & Elizondo, Laura Ramirez & Bauer, Pavol, 2022. "A review of socio-technical barriers to Smart Microgrid development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    22. Consoli, Davide & Costantini, Valeria & Paglialunga, Elena, 2023. "We're in this together: Sustainable energy and economic competitiveness in the EU," Research Policy, Elsevier, vol. 52(1).
    23. Markard, Jochen, 2020. "The life cycle of technological innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
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    1. Chia-Nan Wang & Nhat-Luong Nhieu & Chen-Te Chiang & Yen-Hui Wang, 2024. "Assessing Southeast Asia countries’ potential in the semiconductor supply chain: an objectively weighting multi-criteria decision-making approach," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.

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