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Global transboundary synergies and trade-offs among Sustainable Development Goals from an integrated sustainability perspective

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Listed:
  • Huijuan Xiao

    (The Hong Kong University of Science and Technology
    The Hong Kong Polytechnic University)

  • Sheng Bao

    (The Hong Kong Polytechnic University)

  • Jingzheng Ren

    (The Hong Kong Polytechnic University
    The Hong Kong Polytechnic University
    The Hong Kong Polytechnic University)

  • Zhenci Xu

    (The University of Hong Kong
    The University of Hong Kong)

  • Song Xue

    (The Hong Kong Polytechnic University)

  • Jianguo Liu

    (Michigan State University)

Abstract

Domestic attempts to advance the Sustainable Development Goals (SDGs) in a country can have synergistic and/or trade-off effects on the advancement of SDGs in other countries. Transboundary SDG interactions can be delivered through various transmission channels (e.g., trade, river flow, ocean currents, and air flow). This study quantified the transboundary interactions through these channels between 768 pairs of SDG indicators. The results showed that although high income countries only comprised 14.18% of the global population, they contributed considerably to total SDG interactions worldwide (60.60%). Transboundary synergistic effects via international trade were 14.94% more pronounced with trade partners outside their immediate geographic vicinity than with neighbouring ones. Conversely, nature-caused flows (including river flow, ocean currents, and air flow) resulted in 39.29% stronger transboundary synergistic effects among neighboring countries compared to non-neighboring ones. To facilitate the achievement of SDGs worldwide, it is essential to enhance collaboration among countries and leverage transboundary synergies.

Suggested Citation

  • Huijuan Xiao & Sheng Bao & Jingzheng Ren & Zhenci Xu & Song Xue & Jianguo Liu, 2024. "Global transboundary synergies and trade-offs among Sustainable Development Goals from an integrated sustainability perspective," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-023-44679-w
    DOI: 10.1038/s41467-023-44679-w
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    as
    1. Joseph S Shapiro, 2021. "The Environmental Bias of Trade Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 831-886.
    2. Holger Görg & Eric Strobl, 2016. "Multinational Companies, Technology Spillovers and Plant Survival," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 16, pages 289-303, World Scientific Publishing Co. Pte. Ltd..
    3. Qu, Xi & Lee, Lung-fei & Yang, Chao, 2021. "Estimation of a SAR model with endogenous spatial weights constructed by bilateral variables," Journal of Econometrics, Elsevier, vol. 221(1), pages 180-197.
    4. Mengru Wang & Annette B. G. Janssen & Jeanne Bazin & Maryna Strokal & Lin Ma & Carolien Kroeze, 2022. "Accounting for interactions between Sustainable Development Goals is essential for water pollution control in China," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    5. Gupta, Abhimanyu & Robinson, Peter M., 2018. "Pseudo maximum likelihood estimation of spatial autoregressive models with increasing dimension," Journal of Econometrics, Elsevier, vol. 202(1), pages 92-107.
    6. Muhammad Umar & Xiangfeng Ji & Dervis Kirikkaleli & Muhammad Shahbaz & Xuemei Zhou, 2020. "Environmental cost of natural resources utilization and economic growth: Can China shift some burden through globalization for sustainable development?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1678-1688, November.
    7. Oliviero A. Carboni & Claudio Detotto, 2016. "The economic consequences of crime in Italy," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(1), pages 122-140, January.
    8. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    9. Rahel Aichele & Gabriel Felbermayr, 2015. "Kyoto and Carbon Leakage: An Empirical Analysis of the Carbon Content of Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 104-115, March.
    10. Pol Antràs & Stephen J. Redding & Esteban Rossi-Hansberg, 2023. "Globalization and Pandemics," American Economic Review, American Economic Association, vol. 113(4), pages 939-981, April.
    11. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    12. Francesco Fuso Nerini & Benjamin Sovacool & Nick Hughes & Laura Cozzi & Ellie Cosgrave & Mark Howells & Massimo Tavoni & Julia Tomei & Hisham Zerriffi & Ben Milligan, 2019. "Connecting climate action with other Sustainable Development Goals," Nature Sustainability, Nature, vol. 2(8), pages 674-680, August.
    13. Zhenci Xu & Sophia N. Chau & Xiuzhi Chen & Jian Zhang & Yingjie Li & Thomas Dietz & Jinyan Wang & Julie A. Winkler & Fan Fan & Baorong Huang & Shuxin Li & Shaohua Wu & Anna Herzberger & Ying Tang & De, 2020. "Assessing progress towards sustainable development over space and time," Nature, Nature, vol. 577(7788), pages 74-78, January.
    14. Zhenci Xu & Yingjie Li & Sophia N. Chau & Thomas Dietz & Canbing Li & Luwen Wan & Jindong Zhang & Liwei Zhang & Yunkai Li & Min Gon Chung & Jianguo Liu, 2020. "Impacts of international trade on global sustainable development," Nature Sustainability, Nature, vol. 3(11), pages 964-971, November.
    15. Qiang Zhang & Xujia Jiang & Dan Tong & Steven J. Davis & Hongyan Zhao & Guannan Geng & Tong Feng & Bo Zheng & Zifeng Lu & David G. Streets & Ruijing Ni & Michael Brauer & Aaron van Donkelaar & Randall, 2017. "Transboundary health impacts of transported global air pollution and international trade," Nature, Nature, vol. 543(7647), pages 705-709, March.
    16. M. Lenzen & D. Moran & K. Kanemoto & B. Foran & L. Lobefaro & A. Geschke, 2012. "International trade drives biodiversity threats in developing nations," Nature, Nature, vol. 486(7401), pages 109-112, June.
    17. Marinos, Theocharis & Belegri-Roboli, Athena & Michaelides, Panayotis G. & Konstantakis, Konstantinos Ν., 2022. "The spatial spillover effect of transport infrastructures in the Greek economy (2000–2013): A panel data analysis," Research in Transportation Economics, Elsevier, vol. 94(C).
    18. Gupta, Abhimanyu & Robinson, Peter M., 2015. "Inference on higher-order spatial autoregressive models with increasingly many parameters," Journal of Econometrics, Elsevier, vol. 186(1), pages 19-31.
    19. Vahid Mohamad Taghvaee & Mehrab Nodehi & Abbas Assari Arani & Yaghoob Jafari & Jalil Khodaparast Shirazi, 2023. "Sustainability spillover effects of social, environment and economy: mapping global sustainable development in a systematic analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 7(2), pages 329-353, June.
    20. Xi Qu & Xiaoliang Wang & Lung‐fei Lee, 2016. "Instrumental variable estimation of a spatial dynamic panel model with endogenous spatial weights when T is small," Econometrics Journal, Royal Economic Society, vol. 19(3), pages 261-290, October.
    21. Vahid Mohamad Taghvaee & Abbas Assari Arani & Mehrab Nodehi & Jalil Khodaparast Shirazi & Lotfali Agheli & Haji Mohammad Neshat Ghojogh & Nafiseh Salehnia & Amir Mirzaee & Saeed Taheri & Raziyeh Moham, 2023. "Sustainable development goals: transportation, health and public policy," Review of Economics and Political Science, Emerald Group Publishing Limited, vol. 8(2), pages 134-161, April.
    22. Atella, Vincenzo & Belotti, Federico & Depalo, Domenico & Piano Mortari, Andrea, 2014. "Measuring spatial effects in the presence of institutional constraints: The case of Italian Local Health Authority expenditure," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 232-241.
    23. Liu, Jianguo, 2018. "An Integrated Framework for Achieving Sustainable Development Goals Around the World," Ecology, Economy and Society - the INSEE Journal, Indian Society of Ecological Economics (INSEE), vol. 1(02), July.
    24. Myriam Pham‐Truffert & Florence Metz & Manuel Fischer & Henri Rueff & Peter Messerli, 2020. "Interactions among Sustainable Development Goals: Knowledge for identifying multipliers and virtuous cycles," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1236-1250, September.
    25. Philip J. K. McGowan & Gavin B. Stewart & Graham Long & Matthew J. Grainger, 2019. "An imperfect vision of indivisibility in the Sustainable Development Goals," Nature Sustainability, Nature, vol. 2(1), pages 43-45, January.
    26. Kelejian, Harry H. & Piras, Gianfranco, 2014. "Estimation of spatial models with endogenous weighting matrices, and an application to a demand model for cigarettes," Regional Science and Urban Economics, Elsevier, vol. 46(C), pages 140-149.
    27. Cave, Lisa A. & Blomquist, Glenn C., 2008. "Environmental policy in the European Union: Fostering the development of pollution havens?," Ecological Economics, Elsevier, vol. 65(2), pages 253-261, April.
    28. Qu, Xi & Lee, Lung-fei & Yu, Jihai, 2017. "QML estimation of spatial dynamic panel data models with endogenous time varying spatial weights matrices," Journal of Econometrics, Elsevier, vol. 197(2), pages 173-201.
    29. Francesco Fuso Nerini & Julia Tomei & Long Seng To & Iwona Bisaga & Priti Parikh & Mairi Black & Aiduan Borrion & Catalina Spataru & Vanesa Castán Broto & Gabrial Anandarajah & Ben Milligan & Yacob Mu, 2018. "Mapping synergies and trade-offs between energy and the Sustainable Development Goals," Nature Energy, Nature, vol. 3(1), pages 10-15, January.
    30. Zahra Nasrollahi & Mohadeseh-sadat Hashemi & Saeed Bameri & Vahid Mohamad Taghvaee, 2020. "Environmental pollution, economic growth, population, industrialization, and technology in weak and strong sustainability: using STIRPAT model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(2), pages 1105-1122, February.
    31. Zhiqiang Zhao & Meng Cai & Thomas Connor & Min Gon Chung & Jianguo Liu, 2020. "Metacoupled Tourism and Wildlife Translocations Affect Synergies and Trade-Offs among Sustainable Development Goals across Spillover Systems," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
    32. Manfred Lenzen & Daniel Moran & Keiichiro Kanemoto & Arne Geschke, 2013. "Building Eora: A Global Multi-Region Input-Output Database At High Country And Sector Resolution," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 20-49, March.
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