IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2403.10239.html
   My bibliography  Save this paper

A Big Data Approach to Understand Sub-national Determinants of FDI in Africa

Author

Listed:
  • A. Fronzetti Colladon
  • R. Vestrelli
  • S. Bait
  • M. M. Schiraldi

Abstract

Various macroeconomic and institutional factors hinder FDI inflows, including corruption, trade openness, access to finance, and political instability. Existing research mostly focuses on country-level data, with limited exploration of firm-level data, especially in developing countries. Recognizing this gap, recent calls for research emphasize the need for qualitative data analysis to delve into FDI determinants, particularly at the regional level. This paper proposes a novel methodology, based on text mining and social network analysis, to get information from more than 167,000 online news articles to quantify regional-level (sub-national) attributes affecting FDI ownership in African companies. Our analysis extends information on obstacles to industrial development as mapped by the World Bank Enterprise Surveys. Findings suggest that regional (sub-national) structural and institutional characteristics can play an important role in determining foreign ownership.

Suggested Citation

  • A. Fronzetti Colladon & R. Vestrelli & S. Bait & M. M. Schiraldi, 2024. "A Big Data Approach to Understand Sub-national Determinants of FDI in Africa," Papers 2403.10239, arXiv.org.
  • Handle: RePEc:arx:papers:2403.10239
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2403.10239
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vaughan, Liwen & Yang, Rongbin, 2013. "Web traffic and organization performance measures: Relationships and data sources examined," Journal of Informetrics, Elsevier, vol. 7(3), pages 699-711.
    2. Sjoerd Beugelsdijk & Ram Mudambi, 2013. "MNEs as border-crossing multi-location enterprises: The role of discontinuities in geographic space," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(5), pages 413-426, June.
    3. Kui Ming Tiong & Ming Yu Cheng & Chee Keong Choong, 2021. "Investment climate and foreign direct investment in Malaysia: firm‐level evidence," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(1), pages 108-119, May.
    4. Urata, Shujiro & Kawai, Hiroki, 2000. "The Determinants of the Location of Foreign Direct Investment by Japanese Small and Medium-Sized Enterprises," Small Business Economics, Springer, vol. 15(2), pages 79-103, September.
    5. Shujiro Urata & Hiroki Kawai, 2000. "The Determinants of the Location of Foreign Direct Investment by Japanese Small and Medium-sized Enterprises (in Japanese)," Economic Analysis, Economic and Social Research Institute (ESRI), vol. 158, pages 3-21, January.
    6. Chidlow, Agnieszka & Salciuviene, Laura & Young, Stephen, 2009. "Regional determinants of inward FDI distribution in Poland," International Business Review, Elsevier, vol. 18(2), pages 119-133, April.
    7. Bahoo, Salman & Alon, Ilan & Paltrinieri, Andrea, 2020. "Corruption in international business: A review and research agenda," International Business Review, Elsevier, vol. 29(4).
    8. Belay Seyoum, 2011. "Informal Institutions and Foreign Direct Investment," Journal of Economic Issues, Taylor & Francis Journals, vol. 45(4), pages 917-940.
    9. Du, Julan & Lu, Yi & Tao, Zhigang, 2008. "Economic institutions and FDI location choice: Evidence from US multinationals in China," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 412-429, September.
    10. Avik Chakrabarti, 2001. "The Determinants of Foreign Direct Investments: Sensitivity Analyses of Cross‐Country Regressions," Kyklos, Wiley Blackwell, vol. 54(1), pages 89-114, February.
    11. Ali Al-Sadig, 2009. "The Effects of Corruption on FDI Inflows," Cato Journal, Cato Journal, Cato Institute, vol. 29(2), pages 267-294, Winter.
    12. Sarker, Bibhuti & Serieux, John, 2023. "Multilevel determinants of FDI: A regional comparative analysis," Economic Systems, Elsevier, vol. 47(3).
    13. Wasseem, Mina, 2007. "Are the GCC FDI Location Determinants Favorable?," Economics Discussion Papers 2007-23, Kiel Institute for the World Economy (IfW Kiel).
    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. Sarker, Bibhuti & Serieux, John, 2023. "Multilevel determinants of FDI: A regional comparative analysis," Economic Systems, Elsevier, vol. 47(3).
    2. Mohammad Shaiful Islam & Ahmed Beloucif, 2024. "Determinants of Foreign Direct Investment: A Systematic Review of the Empirical Studies," Foreign Trade Review, , vol. 59(2), pages 309-337, May.
    3. Li, Shi & Zhao, Long, 2021. "Bilateral investment treaties and foreign direct investment: Evidence from emerging market firms," Research in International Business and Finance, Elsevier, vol. 58(C).
    4. Jonathan Jones, 2017. "Agglomeration economies and the location of foreign direct investment: A meta-analysis," Journal of Regional Science, Wiley Blackwell, vol. 57(5), pages 731-757, November.
    5. Wasseem Mina & Louis Jaeck, 2015. "Labor Market Flexibility and FDI Flows: Evidence from Oil-Rich GCC and Middle Income Countries," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper1501, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
    6. Bulent Esiyok & Mehmet Ugur, 2017. "A Spatial Regression Approach To Fdi In Vietnam: Province-Level Evidence," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 62(02), pages 459-481, June.
    7. Tidiane Kinda, 2018. "The quest for non-resource-based FDI: Do taxes matter?," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 11(1), pages 1-18, January.
    8. Sini, Snow & Abdul-Rahim, A.S. & Chin, Lee & Said, Rusmawati & Sulaiman, Chindo, 2022. "Natural resources’ impact on capital flow and conflict relationship in Africa: A novel insight from GMM and quantile regression," Resources Policy, Elsevier, vol. 78(C).
    9. Blanc-Brude, Frédéric & Cookson, Graham & Piesse, Jenifer & Strange, Roger, 2014. "The FDI location decision: Distance and the effects of spatial dependence," International Business Review, Elsevier, vol. 23(4), pages 797-810.
    10. De Maeseneire, Wouter & Claeys, Tine, 2012. "SMEs, foreign direct investment and financial constraints: The case of Belgium," International Business Review, Elsevier, vol. 21(3), pages 408-424.
    11. Lili Kang & Fei Peng & Yu Zhu & An Pan, 2018. "Harmony in Diversity: Can the One Belt One Road Initiative Promote China’s Outward Foreign Direct Investment?," Sustainability, MDPI, vol. 10(9), pages 1-28, September.
    12. Wasseem Mina, 2018. "Labor Market Policies and FDI Flows to GCC Countries," Working Papers 1201, Economic Research Forum, revised 27 May 2018.
    13. Mina, Wasseem, 2020. "Do GCC market-oriented labor policies encourage inward FDI flows?," Research in International Business and Finance, Elsevier, vol. 51(C).
    14. Tidiane KINDA, 2010. "Increasing Private Capital Flows To Developing Countries: The Role Of Physical And Financial Infrastructure In 58 Countries, 1970-2003," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 10(2).
    15. Kolstad, Ivar & Villanger, Espen, 2008. "Determinants of foreign direct investment in services," European Journal of Political Economy, Elsevier, vol. 24(2), pages 518-533, June.
    16. Santos, Eleonora & Khan, Shahed, 2019. "FDI Policies and Catching-Up," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 0(7(61)), pages 1821-1853.
    17. Heinz Hollenstein, 2001. "Patterns and Determinants of International Activities: Are SMEs Different?," WIFO Working Papers 155, WIFO.
    18. Gnagne, Pascal Xavier & Bonga-Bonga, Lumengo, 2020. "The Impact of Exchange Rate Volatility on the Security Markets in BRICS Economies," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 73(1), pages 21-50.
    19. Bonga-Bonga, Lumengo & Gnagne, Pascal Xavier, 2017. "The impact of exchange rate volatility on capital flows in BRICS economies," MPRA Paper 84773, University Library of Munich, Germany.
    20. Maroula Khraiche & Jeffrey Gaudette, 2013. "FDI, Exchange Rate Volatility and Financial Development: Regional Differences In Emerging Economies," Economics Bulletin, AccessEcon, vol. 33(4), pages 3143-3156.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:2403.10239. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.