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Exploring the Impact of the Belt and Road Initiative on Sustainable Development Goals 8 and 9: Insights From Four European Union Countries

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  • Haisheng Hu
  • Pikalo Jernej

Abstract

Against the backdrop of deepening globalization and regional cooperation, the Belt and Road Initiative (BRI) has emerged as a key pathway for promoting sustainable development. However, existing research primarily focuses on its macroeconomic impacts, with limited systematic analysis of its mechanisms in achieving sustainable development goals (SDGs) 8 and 9. This study addresses these gaps by developing an analytical framework that incorporates industrial upgrading, policy responsiveness, cultural identification, and economic dependence. Using a difference‐in‐differences (DID) model and panel data from Poland, Italy, Slovenia, and Croatia covering the period 2009–2022, the empirical analysis reveals that the BRI significantly advances SDGs 8 and 9 in host countries primarily through promoting industrial upgrading. Further findings show that higher levels of policy responsiveness and cultural identification substantially enhance policy effectiveness, while economic dependence follows an inverted U‐shaped curve—indicating that moderate dependence fosters development, whereas excessive dependence introduces risks. Based on these results, this study recommends improving policy responsiveness through joint governance mechanisms, institutionalizing cultural cooperation to enhance identification, and optimizing economic dependence structures to facilitate institutional embeddedness and sustainable development within the BRI framework.

Suggested Citation

  • Haisheng Hu & Pikalo Jernej, 2025. "Exploring the Impact of the Belt and Road Initiative on Sustainable Development Goals 8 and 9: Insights From Four European Union Countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(6), pages 8251-8273, December.
  • Handle: RePEc:wly:sustdv:v:33:y:2025:i:6:p:8251-8273
    DOI: 10.1002/sd.70077
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    1. Keun Lee & Franco Malerba & Annalisa Primi, 2020. "The fourth industrial revolution, changing global value chains and industrial upgrading in emerging economies," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 23(4), pages 359-370, October.
    2. repec:osf:socarx:tnxg6_v1 is not listed on IDEAS
    3. Li, Yabo & Zhao, Yan & Yao, Xuemei, 2024. "Does the Belt and Road Initiative upgrade the global value chain for BRI Countries:Revealing the substantial role of infrastructure," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 832-842.
    4. Ashesh Rambachan & Jonathan Roth, 2023. "A More Credible Approach to Parallel Trends," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2555-2591.
    5. Almakias, Shaul & Weiss, Avi, 2012. "Ultimatum Game behavior in light of attachment theory," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 515-526.
    6. S. V. Buldyrev & F. Pammolli & M. Riccaboni & K. Yamasaki & D.-F. Fu & K. Matia & H. E. Stanley, 2007. "A generalized preferential attachment model for business firms growth rates," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 57(2), pages 131-138, May.
    7. Zheng Fan & Lihang Liu & Peihua Fan, 2024. "How does Cultural Distance Affect Chinese Companies’ Outward Foreign Investment? Evidence from the Belt and Road Initiative," Athens Journal of Business & Economics, Athens Institute for Education and Research (ATINER), vol. 10(4), pages 271-286, October.
    8. Dylan Sutherland & John Anderson & Nicholas Bailey & Ilan Alon, 2020. "Policy, institutional fragility, and Chinese outward foreign direct investment: An empirical examination of the Belt and Road Initiative," Journal of International Business Policy, Palgrave Macmillan, vol. 3(3), pages 249-272, September.
    9. Christina Teipen & Petra Dünhaupt & Hansjörg Herr & Fabian Mehl (ed.), 2022. "Economic and Social Upgrading in Global Value Chains," Springer Books, Springer, number 978-3-030-87320-2, January.
    10. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    11. Ryan Kapma, 2023. "The Belt and Road Initiative and Cultural Bias in Bilateral Trade with China," Journal of Economic Issues, Taylor & Francis Journals, vol. 57(1), pages 172-191, January.
    12. Vieira, Elizabeth S. & Cerdeira, Jorge & Teixeira, Aurora A.C., 2022. "Which distance dimensions matter in international research collaboration? A cross-country analysis by scientific domain," Journal of Informetrics, Elsevier, vol. 16(2).
    13. Nathaniel Lane, 2020. "The New Empirics of Industrial Policy," Journal of Industry, Competition and Trade, Springer, vol. 20(2), pages 209-234, June.
    14. Zhiheng Wu & Guisheng Hou & Baogui Xin, 2020. "Has the Belt and Road Initiative Brought New Opportunities to Countries Along the Routes to Participate in Global Value Chains?," SAGE Open, , vol. 10(1), pages 21582440209, January.
    15. Ge, Ying & Dollar, David & Yu, Xinding, 2020. "Institutions and participation in global value chains: Evidence from belt and road initiative," China Economic Review, Elsevier, vol. 61(C).
    16. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    17. Gereffi,Gary, 2019. "Global Value Chains and Development," Cambridge Books, Cambridge University Press, number 9781108458863, Enero-Abr.
    18. Frederick Mayer & Gary Gereffi, 2019. "International development organizations and global value chains," Chapters, in: Stefano Ponte & Gary Gereffi & Gale Raj-Reichert (ed.), Handbook on Global Value Chains, chapter 35, pages 570-584, Edward Elgar Publishing.
    19. Biliang Hu & Kunling Zhang, 2023. "The Overall Development of the Belt and Road Countries: Measurement and Assessment," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 15(2), pages 165-189, May.
    20. Idrees Liaqat & Yongqiang Gao & Faheem Ur Rehman & Zoltán Lakner & Judit Oláh, 2022. "National Culture and Financial Inclusion: Evidence from Belt and Road Economies," Sustainability, MDPI, vol. 14(6), pages 1-21, March.
    21. Valentina De Marchi & Matthew Alford, 2022. "State policies and upgrading in global value chains: A systematic literature review," Journal of International Business Policy, Palgrave Macmillan, vol. 5(1), pages 88-111, March.
    22. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    23. J. Dondofema & J. Mwenje & L. Musemwa, 2020. "The Industrial Attachment Programme - History, Benefits, Challenges and its Adoption in Zimbabwe: A Review," Asian Journal of Education and Training, Asian Online Journal Publishing Group, vol. 6(3), pages 412-420.
    24. Haiyan Zhang & Filip De Beule, 2024. "The impact of contextual distance on the investment locations of Chinese multinationals in countries along the Belt and Road Initiative," Asia Pacific Business Review, Taylor & Francis Journals, vol. 30(2), pages 220-250, March.
    25. Chenggang Wang & Guitao Qiao & Mahmood Ahmad & Zahoor Ahmed, 2023. "The Role of the Government in Green Finance, Foreign Direct Investment, Technological Innovation, and Industrial Structure Upgrading: Evidence from China," Sustainability, MDPI, vol. 15(19), pages 1-24, September.
    26. Yao Liu & Ye Zheng & Jiannan Wu, 2024. "Implementation responsiveness: linking public opinion to policy implementation," Journal of Chinese Governance, Taylor & Francis Journals, vol. 9(4), pages 558-578, October.
    27. Kailan Tian & Erik Dietzenbacher & Richard Jong-A-Pin, 2019. "Measuring industrial upgrading: applying factor analysis in a global value chain framework," Economic Systems Research, Taylor & Francis Journals, vol. 31(4), pages 642-664, October.
    28. Xiao Jie Liu & Haiyue Liu & Shi Yi Liu & Jim Huangnan Shen & Chien‐Chiang Lee, 2022. "Profit sharing, industrial upgrading, and global supply chains: Theory and evidence," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2454-2493, November.
    29. Gereffi,Gary, 2019. "Global Value Chains and Development," Cambridge Books, Cambridge University Press, number 9781108471947, Enero-Abr.
    30. Li, Jiatao & Liu, Bin & Qian, Gongming, 2019. "The belt and road initiative, cultural friction and ethnicity: Their effects on the export performance of SMEs in China," Journal of World Business, Elsevier, vol. 54(4), pages 350-359.
    31. De Vries, Catherine E. & Hobolt, Sara B. & Walter, Stefanie, 2021. "Politicizing International Cooperation: The Mass Public, Political Entrepreneurs, and Political Opportunity Structures," International Organization, Cambridge University Press, vol. 75(2), pages 306-332, February.
    32. Stefan Pahl & Marcel P. Timmer, 2020. "Do Global Value Chains Enhance Economic Upgrading? A Long View," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1683-1705, July.
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