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An Analysis of the news coverage of Fintech in Africa: a natural language processing approach

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  • Hamid Nach

    (UQAR)

Abstract

This study analyzes a corpus of 2,409 English-language news articles published between 2013 and 2023, focusing on the Fintech sector in Africa, using Natural Language Processing (NLP) techniques. The research aims to uncover the dominant themes, narratives, and trends in media coverage of African Fintech, enriching the understanding of how the sector is represented. The analysis reveals a significant increase in Fintech-related news coverage over the decade, with a marked rise post-2020, reflecting a burgeoning industry. Text mining methods, including word cloud visualization, geographical mention analysis, sentiment analysis, and topic modelling, are applied to extract insights from the data. The study contributes to the understanding of media’s role in shaping perceptions of the African Fintech sector and provides valuable insights for stakeholders in policymaking, investment, and technology development.

Suggested Citation

  • Hamid Nach, 2025. "An Analysis of the news coverage of Fintech in Africa: a natural language processing approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(2), pages 839-877, April.
  • Handle: RePEc:spr:qualqt:v:59:y:2025:i:2:d:10.1007_s11135-024-02045-y
    DOI: 10.1007/s11135-024-02045-y
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    References listed on IDEAS

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    1. Liudmila Zavolokina & Mateusz Dolata & Gerhard Schwabe, 2016. "The FinTech phenomenon: antecedents of financial innovation perceived by the popular press," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-16, December.
    2. He, Feng & Guo, Xinyao & Yue, Pengpeng, 2024. "Media coverage and corporate ESG performance: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    3. Bennani, Hamza, 2018. "Media coverage and ECB policy-making: Evidence from an augmented Taylor rule," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 26-38.
    4. Gao, Xin & Xu, Weidong & Li, Donghui & Xing, Lu, 2021. "Media coverage and investment efficiency," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 270-293.
    5. Wisniewski, Tomasz Piotr & Lambe, Brendan, 2013. "The role of media in the credit crunch: The case of the banking sector," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 163-175.
    6. Molla, Alemayehu & Biru, Ashenafi, 2023. "The evolution of the Fintech entrepreneurial ecosystem in Africa: An exploratory study and model for future development," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    7. Nicolas D. Brunet & Danielle Dagenais & Sandra Breux & I. Tanya Handa, 2020. "A characterization of media representation of biodiversity and implications for public perceptions and environmental policy: the case of Québec, Canada," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(2), pages 1655-1669, February.
    8. Chen, Zan & Jin, Jun & Li, Meng, 2022. "Does media coverage influence firm green innovation? The moderating role of regional environment," Technology in Society, Elsevier, vol. 70(C).
    9. Mohr, Svenja & Höhler, Julia, 2023. "Media coverage of digitalization in agriculture - an analysis of media content," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    10. Luigi Wewege & Jeo Lee & Michael C. Thomsett, 2020. "Disruptions and Digital Banking Trends," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(6), pages 1-2.
    11. Ho, Shirley S. & Cheung, Justin C., 2024. "Trust in artificial intelligence, trust in engineers, and news media: Factors shaping public perceptions of autonomous drones through UTAUT2," Technology in Society, Elsevier, vol. 77(C).
    12. Li Ying & Li Linlin & Li Qianqian, 2022. "The clues in the news media coverage: detecting Chinese collective action trend from a text analytics research framework," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(2), pages 729-749, April.
    13. Favourate Y. Mpofu & David Mhlanga, 2022. "Digital Financial Inclusion, Digital Financial Services Tax and Financial Inclusion in the Fourth Industrial Revolution Era in Africa," Economies, MDPI, vol. 10(8), pages 1-22, July.
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