IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v199y2025ip2s0960077925007799.html

Revealing intrinsic communities in the international foreign direct investment networks through their backbones

Author

Listed:
  • Zhu, Sheng
  • Wang, Tong-Yu
  • Xie, Wen-Jie
  • Zhou, Wei-Xing

Abstract

Foreign direct investment (FDI) affects the economic development of an economy. We explore the characteristics and evolutionary patterns of intrinsic communities in the international foreign direct investment networks (iFDINs) by analyzing their backbones. Using bilateral FDI data from 2009 to 2022, we construct the iFDINs, extract their backbones, and then apply the Louvain community detection algorithm to identify communities. The evolutionary process of these communities is then analyzed over time. With the recovery from the financial crisis in 2008, the iFDIN gradually expanded, leading to the formation of several long-term stable community structures in the backbone. After 2018, however, the network began to contract, influenced by international events such as the US tax reform, the US–China trade conflict, rising investment protectionism, and the COVID-19 pandemic. As a result, several community structures in the backbone underwent fragmentation and reorganization. By extracting the intrinsic community blocks of the network, we find that most economies in the same intrinsic community block are geographically clustered. Moreover, free trade zones and economic cooperation organizations can effectively facilitate the FDI relationships between member economies. Additionally, historical and cultural ties not only reduce the transaction costs of FDI, but also enable economies to maintain stable FDI relationships across geographical boundaries.

Suggested Citation

  • Zhu, Sheng & Wang, Tong-Yu & Xie, Wen-Jie & Zhou, Wei-Xing, 2025. "Revealing intrinsic communities in the international foreign direct investment networks through their backbones," Chaos, Solitons & Fractals, Elsevier, vol. 199(P2).
  • Handle: RePEc:eee:chsofr:v:199:y:2025:i:p2:s0960077925007799
    DOI: 10.1016/j.chaos.2025.116766
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077925007799
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chaos.2025.116766?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Shuai Shi & Ronald Wall & Kathy Pain, 2019. "Exploring the significance of domestic investment for foreign direct investment in China: A city-network approach," Urban Studies, Urban Studies Journal Limited, vol. 56(12), pages 2447-2464, September.
    2. Desbordes, Rodolphe & Wei, Shang-Jin, 2017. "The effects of financial development on foreign direct investment," Journal of Development Economics, Elsevier, vol. 127(C), pages 153-168.
    3. Roberto Antonietti & Giulia De Masi & Giorgio Ricchiuti, 2023. "Linking FDI and trade network topology with the COVID-19 pandemic," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 18(4), pages 807-833, October.
    4. Saleh, Emad Alchikh, 2023. "The effects of economic and financial crises on FDI: A literature review," Journal of Business Research, Elsevier, vol. 161(C).
    5. Oded Shenkar, 2001. "Cultural Distance Revisited: Towards a More Rigorous Conceptualization and Measurement of Cultural Differences," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 519-535, September.
    6. Soni Jha & Snehal Awate & Ram Mudambi, 2024. "A multilateral network perspective on inward FDI," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 55(3), pages 303-325, April.
    7. Chee-Keong Choong & Zulkornain Yusop & Siong-Hook Law, 2010. "Private capital flows to developing countries: the role of the domestic financial sector," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 15(4), pages 509-529.
    8. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    9. Song, Dong-Ming & Jiang, Zhi-Qiang & Zhou, Wei-Xing, 2009. "Statistical properties of world investment networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(12), pages 2450-2460.
    10. Bolívar, Luis Miguel & Casanueva, Cristóbal & Castro, Ignacio, 2019. "Global Foreign Direct Investment: A network perspective," International Business Review, Elsevier, vol. 28(4), pages 696-712.
    11. Du, Jian & Xu, Yue & Voss, Hinrich & Wang, Song, 2021. "The impact of home business network attributes on Chinese outward foreign direct investment," International Business Review, Elsevier, vol. 30(4).
    12. Muhammad Abdul Kamal & Syed Hasanat Shah & Wang Jing & Hafsa Hasnat, 2020. "Does the Quality of Institutions in Host Countries Affect the Location Choice of Chinese OFDI: Evidence from Asia and Africa," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(1), pages 208-227, January.
    13. Leblang, David, 2010. "Familiarity Breeds Investment: Diaspora Networks and International Investment," American Political Science Review, Cambridge University Press, vol. 104(3), pages 584-600, August.
    14. Laura Alfaro & Sebnem Kalemli‐Ozcan & Selin Sayek, 2009. "FDI, Productivity and Financial Development," The World Economy, Wiley Blackwell, vol. 32(1), pages 111-135, January.
    15. Rodolfo Metulini & Massimo Riccaboni & Paolo Sgrignoli & Zhen Zhu, 2017. "The indirect effects of foreign direct investment on trade: A network perspective," The World Economy, Wiley Blackwell, vol. 40(10), pages 2193-2225, October.
    16. Hyun-Hoon Lee & Kazunobu Hayakawa & Cyn-Young Park, 2023. "The Effect of COVID-19 on Foreign Direct Investment," Global Economic Review, Taylor & Francis Journals, vol. 52(1), pages 1-17, January.
    17. Sultana, Nasrin & Turkina, Ekaterina, 2020. "Foreign direct investment, technological advancement, and absorptive capacity: A network analysis," International Business Review, Elsevier, vol. 29(2).
    18. Sarah Y. Tong, 2005. "Ethnic Networks in FDI and the Impact of Institutional Development," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 563-580, November.
    19. Shige Makino & Eric W K Tsang, 2011. "Historical ties and foreign direct investment: An exploratory study," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(4), pages 545-557, May.
    20. Bing Li & Zefang Liao & Lijian Sun, 2018. "Evolution of FDI flows in the global network: 2003–2012," Applied Economics Letters, Taylor & Francis Journals, vol. 25(20), pages 1440-1446, November.
    21. Li, Huichun & Zhang, Xue & Zhao, Chengli, 2021. "Explaining social events through community evolution on temporal networks," Applied Mathematics and Computation, Elsevier, vol. 404(C).
    22. Ken Itakura, 2020. "Evaluating the Impact of the US–China Trade War," Asian Economic Policy Review, Japan Center for Economic Research, vol. 15(1), pages 77-93, January.
    23. Raja Kali & Javier Reyes, 2007. "The architecture of globalization: a network approach to international economic integration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 595-620, July.
    24. Kálmán Kalotay & Magdolna Sass, 2021. "Foreign direct investment in the storm of the COVID-19 pandemic and the example of Visegrad countries," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 71(supplemen), pages 73-92, November.
    25. Chen, Feiqiong & Zhong, Fangfang & Chen, Yao, 2014. "Outward foreign direct investment and sovereign risks in developing host country," Economic Modelling, Elsevier, vol. 41(C), pages 166-172.
    26. Stoian, Carmen, 2013. "Extending Dunning's Investment Development Path: The role of home country institutional determinants in explaining outward foreign direct investment," International Business Review, Elsevier, vol. 22(3), pages 615-637.
    27. Wei, Na & Xie, Wen-Jie & Zhou, Wei-Xing, 2022. "Robustness of the international oil trade network under targeted attacks to economies," Energy, Elsevier, vol. 251(C).
    28. James E. Rauch & Vitor Trindade, 2002. "Ethnic Chinese Networks In International Trade," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 116-130, February.
    29. Peter J Buckley & L Jeremy Clegg & Adam R Cross & Xin Liu & Hinrich Voss & Ping Zheng, 2007. "The determinants of Chinese outward foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 499-518, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chenjian Zhang, 2022. "Formal and informal institutional legacies and inward foreign direct investment into firms: Evidence from China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(6), pages 1228-1256, August.
    2. Drogendijk, Rian & Martín Martín, Oscar, 2015. "Relevant dimensions and contextual weights of distance in international business decisions: Evidence from Spanish and Chinese outward FDI," International Business Review, Elsevier, vol. 24(1), pages 133-147.
    3. Javorcik, Beata S. & Özden, Çaglar & Spatareanu, Mariana & Neagu, Cristina, 2011. "Migrant networks and foreign direct investment," Journal of Development Economics, Elsevier, vol. 94(2), pages 231-241, March.
    4. Priebe, Jan & Rudolf, Robert, 2015. "Does the Chinese Diaspora Speed Up Growth in Host Countries?," World Development, Elsevier, vol. 76(C), pages 249-262.
    5. Wang, Xiaoying & Anwar, Sajid, 2022. "Institutional distance and China's horizontal outward foreign direct investment," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 1-22.
    6. Ding, Haoyuan & Ni, Bei & Xue, Chang & Zhang, Xiaoyu, 2022. "Land holdings and outward foreign direct investment: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 124(C).
    7. Soni Jha & Snehal Awate & Ram Mudambi, 2024. "A multilateral network perspective on inward FDI," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 55(3), pages 303-325, April.
    8. Jing Li & Klaus E Meyer & Hua Zhang & Yuan Ding, 2018. "Diplomatic and corporate networks: Bridges to foreign locations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(6), pages 659-683, August.
    9. Bas Karreman & Martijn J. Burger & Frank G. van Oort, 2017. "Location Choices of Chinese Multinationals in Europe: The Role of Overseas Communities," Economic Geography, Taylor & Francis Journals, vol. 93(2), pages 131-161, March.
    10. Wang, Jian & Wang, Xiao, 2015. "Benefits of foreign ownership: Evidence from foreign direct investment in China," Journal of International Economics, Elsevier, vol. 97(2), pages 325-338.
    11. Sonal Pandya & David Leblang, 2017. "Risky business: Institutions vs. social networks in FDI," Economics and Politics, Wiley Blackwell, vol. 29(2), pages 91-117, July.
    12. Chen, Xinming & Fang, Tong, 2024. "Temperature anomalies and foreign direct investment: City-level evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    13. Vaccarini, Katiuscia & Lattemann, Christoph & Spigarelli, Francesca & Tavoletti, Ernesto, 2017. "Chinese FDI and psychic distance perceptions on regulations in the German renewable energy sector," Energy Policy, Elsevier, vol. 101(C), pages 723-732.
    14. Katiuscia Vaccarini & Francesca Spigarelli & Ernesto Tavoletti, 2015. "European Green Tech FDI in China: The Role of Culture," Working Papers 1507, c.MET-05 - Centro Interuniversitario di Economia Applicata alle Politiche per L'industria, lo Sviluppo locale e l'Internazionalizzazione.
    15. Samira Ben Belgacem & Moheddine Younsi & Marwa Bechtini & Abad Alzuman & Rabeh Khalfaoui, 2024. "Do Financial Development, Institutional Quality and Natural Resources Matter the Outward FDI of G7 Countries? A Panel Gravity Model Approach," Sustainability, MDPI, vol. 16(6), pages 1-24, March.
    16. Donaubauer, Julian & Neumayer, Eric & Nunnenkamp, Peter, 2016. "Financial market development in host and source countries and its effects on bilateral FDI," Kiel Working Papers 2029, Kiel Institute for the World Economy (IfW Kiel).
    17. Caterina Moschieri & Maria Fernandez-Moya, 2022. "A dynamic long-term approach to internationalization: Spanish publishing firms’ expansion and emigrants in Mexico (1939–1977)," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(5), pages 818-849, July.
    18. Chowdhury, Reza H. & Maung, Min, 2018. "Historical ties between nations: How do they matter in cross-border mergers and acquisitions?," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 30-48.
    19. Jackie M. L. Chan & Huanhuan Zheng, 2022. "FDI on the move: cross-border M&A and migrant networks," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 158(3), pages 947-985, August.
    20. Hui Wang & Xin Zhong, 2023. "An Empirical Study on the Impact of Chinese OFDI on the Global Value Chain Positions of Countries Along the Belt and Road and Threshold Effects," SAGE Open, , vol. 13(1), pages 21582440231, February.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:199:y:2025:i:p2:s0960077925007799. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.