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Artificial intelligence in entrepreneurship: A bibliometric analysis of the literature

Author

Listed:
  • Daniya Siddiqui

    (Jamia Millia Islamia)

  • Uzma Mumtaz

    (Jamia Millia Islamia)

  • Naseeb Ahmad

    (Jamia Millia Islamia)

Abstract

This study is extensive as a whole and relies on a detailed bibliometric analysis to gain a better understanding of the transformation landscape in artificial intelligence (AI)-related entrepreneurship. A thorough analysis of data, taken from the Scopus database, results in clarified trends identifying AI as an increasingly important component of entrepreneurship from various perspectives. We extracted the bibliographic record from Scopus for 197 documents on AI in entrepreneurship research. By conducting bibliometric analysis, we tried to understand the top-influential and productive papers, authors, sources, and the significant contributing countries and institutions that use AI in entrepreneurship research. This study also intends to identify the most influential and productive writers and development of the discipline of AI in entrepreneurship. The insights identified at the base of this analysis are not only beneficial for exploring the rapidly developing field of AI entrepreneurship. They are also beneficial with respect to several practical implications for different stakeholders and fields. While the above distinguishes provide crucial findings that should be considered for further research within the rapidly changing sector of AI entrepreneurship, they have important implications for various concerned parties, of which researchers, practitioners, and policy makers not the least. The found themes and sub-themes, including business process automation, technology-based innovation, AI-reliant business models, as well as AI role in facilitating startup happenings, represent directions in which the academical research along with practical application is set to get into more detail in the future.

Suggested Citation

  • Daniya Siddiqui & Uzma Mumtaz & Naseeb Ahmad, 2024. "Artificial intelligence in entrepreneurship: A bibliometric analysis of the literature," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 14(1), pages 1-13, December.
  • Handle: RePEc:spr:jglont:v:14:y:2024:i:1:d:10.1007_s40497-024-00385-5
    DOI: 10.1007/s40497-024-00385-5
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    References listed on IDEAS

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    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Yang Lu, 2019. "Artificial intelligence: a survey on evolution, models, applications and future trends," Journal of Management Analytics, Taylor & Francis Journals, vol. 6(1), pages 1-29, January.
    3. Vanita Yadav & Jeemol Unni, 2016. "Women entrepreneurship: research review and future directions," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 6(1), pages 1-18, December.
    4. Dominic Chalmers & Niall G. MacKenzie & Sara Carter, 2021. "Artificial Intelligence and Entrepreneurship: Implications for Venture Creation in the Fourth Industrial Revolution," Entrepreneurship Theory and Practice, , vol. 45(5), pages 1028-1053, September.
    5. Yang Shoufu & Ma Dan & Shen Zuiyi & Wen Lin & Dong Li, 2023. "The impact of artificial intelligence industry agglomeration on economic complexity," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(1), pages 1420-1448, March.
    6. Elia, Gianluca & Margherita, Alessandro & Passiante, Giuseppina, 2020. "Digital entrepreneurship ecosystem: How digital technologies and collective intelligence are reshaping the entrepreneurial process," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    7. Martin Obschonka & David B. Audretsch, 2020. "Artificial intelligence and big data in entrepreneurship: a new era has begun," Small Business Economics, Springer, vol. 55(3), pages 529-539, October.
    8. Maurizio Massaro & John Dumay & James Guthrie, 2016. "On the shoulders of giants: undertaking a structured literature review in accounting," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 29(5), pages 767-801, June.
    9. Gaviria-Marin, Magaly & Merigó, José M. & Baier-Fuentes, Hugo, 2019. "Knowledge management: A global examination based on bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 194-220.
    10. Rey-Martí, Andrea & Ribeiro-Soriano, Domingo & Palacios-Marqués, Daniel, 2016. "A bibliometric analysis of social entrepreneurship," Journal of Business Research, Elsevier, vol. 69(5), pages 1651-1655.
    11. Frederik von Briel & Per Davidsson & Jan Recker, 2018. "Digital Technologies as External Enablers of New Venture Creation in the IT Hardware Sector," Entrepreneurship Theory and Practice, , vol. 42(1), pages 47-69, January.
    12. Vanessa Ratten, 2020. "Coronavirus (Covid-19) and the entrepreneurship education community," Journal of Enterprising Communities: People and Places in the Global Economy, Emerald Group Publishing Limited, vol. 14(5), pages 753-764, August.
    13. Raghu Raman & Nava Subramaniam & Vinith Kumar Nair & Avinash Shivdas & Krishnashree Achuthan & Prema Nedungadi, 2022. "Women Entrepreneurship and Sustainable Development: Bibliometric Analysis and Emerging Research Trends," Sustainability, MDPI, vol. 14(15), pages 1-31, July.
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