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Charting sustainable logistics on the 21st-Century Maritime Silk Road: a DEA-based approach enhanced by risk considerations through prospect theory

Author

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  • Chia-Nan Wang

    (National Kaohsiung University of Science and Technology)

  • Nhat-Luong Nhieu

    (National Kaohsiung University of Science and Technology)

  • Chun-Ming Chen

    (National Kaohsiung University of Science and Technology)

Abstract

This study investigates the sustainable logistics potential of countries along the Maritime Silk Road (MSR), an essential element of the Belt and Road Initiative (BRI), against a backdrop of increasing global emphasis on sustainability and efficient trade practices. Addressing the gap in existing literature, it explores how strategic positioning influences countries’ logistics capabilities, integrating risk considerations and behavioral decision-making aspects into the assessment. Through a specialized Data Envelopment Analysis (DEA) model that incorporates Prospect Theory, this research provides a nuanced evaluation of economic performance, energy efficiency, infrastructure robustness, governance quality, and innovation capabilities. The analysis reveals significant findings, such as Vietnam’s outstanding economic efficiency, Indonesia’s notable achievements in sustainability and governance, and Malaysia’s balanced efficiency, which collectively enhance the MSR’s logistics framework. Additionally, India, Greece, Djibouti, and Kenya emerge as vital partners due to their diverse strengths. The introduction of a risk-aware DEA model, enriched with behavioral factors, marks a significant advancement in logistics assessment methodologies, offering a more comprehensive understanding of sustainable logistics practices along the MSR. The implications of this study are profound, providing valuable insights for policymakers, investors, and business leaders. It guides strategic decision-making, promoting sustainability in MSR trade activities while aligning with global eco-conscious practices and economic growth within the context of environmental stewardship and sustainable development. However, the research acknowledges limitations related to the indirect measurement of decision-makers’ psychological behavioral coefficients and the focus on efficiency metrics without extensive exploration of cultural, political, or legal factors. This work sets a new precedent in sustainable logistics research, encouraging future studies to incorporate direct behavioral data and qualitative factors for a more enriched evaluation. Its innovative approach not only contributes to the academic discourse on sustainable logistics but also offers practical tools for enhancing the MSR’s trade efficiency and sustainability.

Suggested Citation

  • Chia-Nan Wang & Nhat-Luong Nhieu & Chun-Ming Chen, 2024. "Charting sustainable logistics on the 21st-Century Maritime Silk Road: a DEA-based approach enhanced by risk considerations through prospect theory," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-02928-3
    DOI: 10.1057/s41599-024-02928-3
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    References listed on IDEAS

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    1. Jasmine Siu Lee Lam & Kevin Patrick Brendan Cullinane & Paul Tae-Woo Lee, 2018. "The 21st-century Maritime Silk Road: challenges and opportunities for transport management and practice," Transport Reviews, Taylor & Francis Journals, vol. 38(4), pages 413-415, July.
    2. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    5. Wei Hu & Yuejing Ge & Zhiding Hu & Shuai Ye & Feng Yang & Haining Jiang & Kun Hou & Yun Deng, 2022. "Geo-Economic Linkages between China and the Countries along the 21st-Century Maritime Silk Road and Their Types," IJERPH, MDPI, vol. 19(19), pages 1-28, October.
    6. Jianfeng Zheng & Lingxiao Yang & Wei Li & Xiaowen Fu & Daqing Li, 2022. "Priority analysis of port investment along the 21st-Century Maritime Silk Road region: the case of Southeast Asia," Maritime Policy & Management, Taylor & Francis Journals, vol. 49(8), pages 1116-1134, November.
    7. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    8. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    9. Xinfang Zhang & Jing Lu & Yan Peng, 2023. "Spatio-temporal evolution of the container port system along the 21st-century Maritime Silk Road," Maritime Policy & Management, Taylor & Francis Journals, vol. 50(5), pages 668-691, July.
    10. Chuanxu Wang & Hercules Haralambides & Le Zhang, 2021. "Sustainable port development: the role of Chinese seaports in the 21st century Maritime Silk Road," Post-Print hal-04046220, HAL.
    11. Chuanxu Wang & Hercules Haralambides & Le Zhang, 2021. "Sustainable port development: the role of Chinese seaports in the 21st century Maritime Silk Road," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-04046220, HAL.
    12. Tianci Huang & Zhuo Chen & Su Wang & Daokui Jiang, 2021. "Efficiency evaluation of key ports along the 21st-Century Maritime Silk Road based on the DEA–SCOR model," Maritime Policy & Management, Taylor & Francis Journals, vol. 48(3), pages 378-390, April.
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