IDEAS home Printed from https://ideas.repec.org/a/spr/intemj/v20y2024i2d10.1007_s11365-023-00926-6.html
   My bibliography  Save this article

Mapping the field of digital entrepreneurship: a topic modeling approach

Author

Listed:
  • Léo-Paul Dana

    (Lappeenranta University of Technology)

  • Edoardo Crocco

    (University of Turin)

  • Francesca Culasso

    (University of Turin)

  • Elisa Giacosa

    (University of Turin)

Abstract

In the evolving landscape of entrepreneurship, digital technologies have ushered in new possibilities, attracting considerable academic attention. Despite the burgeoning research in Digital Entrepreneurship, the field remains fragmented, warranting a synthesized overview and structured research agenda. Consistently with the above, the paper presents a quantitative mapping of Digital Entrepreneurship through a bibliometric analysis of its publications. The research aims to address the need for a comprehensive, bibliometric overview of the topic, which has been echoed in recently published papers. In order to achieve this goal, we collected data from the Web of Science database, a common and scientifically sound choice in entrepreneurship research. The data were analyzed by applying Latent Dirichlet Allocation and topic modeling, thus providing a unique approach to bibliometric mapping. Topic modeling allows for the processing and analysis of significant amounts of scientific data, thus making it an ideal tool for bibliometric research. We find the field of Digital Entrepreneurship to be rather lively and in rapid development, with several publication outlets, affiliations, and countries contributing to it. We found four main topics to be extracted: the implications of Digital Entrepreneurship for innovation, Digital Entrepreneurship as an enabler for empowerment, the transformation of business models through digitalization, and the surge of digital platforms as entrepreneurial ecosystems. Additionally, we have provided a comprehensive overview of the theoretical lenses used amid the sample and a structured research agenda built upon extant gaps. From a theoretical perspective, the article serves as a starting point for future research on the topic and a comprehensive analysis of its present and past. From a practical perspective, the study is of interest to digital entrepreneurs willing to learn more about the opportunities and challenges provided by the digital landscape.

Suggested Citation

  • Léo-Paul Dana & Edoardo Crocco & Francesca Culasso & Elisa Giacosa, 2024. "Mapping the field of digital entrepreneurship: a topic modeling approach," International Entrepreneurship and Management Journal, Springer, vol. 20(2), pages 1011-1045, June.
    • Handle: RePEc:spr:intemj:v:20:y:2024:i:2:d:10.1007_s11365-023-00926-6
    DOI: 10.1007/s11365-023-00926-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11365-023-00926-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11365-023-00926-6?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Franz Huber & Alan Ponce & Francesco Rentocchini & Thomas Wainwright, 2022. "The wealth of (Open Data) nations? Open government data, country-level institutions and entrepreneurial activity," Industry and Innovation, Taylor & Francis Journals, vol. 29(8), pages 992-1023, September.
    2. Gordon Rogers & Martin Szomszor & Jonathan Adams, 2020. "Sample size in bibliometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 777-794, October.
    3. 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.
    4. Gianluca Elia & Alessandro Margherita & Enrico Ciavolino & Karim Moustaghfir, 2021. "Digital Society Incubator: Combining Exponential Technology and Human Potential to Build Resilient Entrepreneurial Ecosystems," Administrative Sciences, MDPI, vol. 11(3), pages 1-16, September.
    5. Ojala, Arto & Evers, Natasha & Rialp, Alex, 2018. "Extending the international new venture phenomenon to digital platform providers: A longitudinal case study," Journal of World Business, Elsevier, vol. 53(5), pages 725-739.
    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. Ghezzi, Antonio, 2019. "Digital startups and the adoption and implementation of Lean Startup Approaches: Effectuation, Bricolage and Opportunity Creation in practice," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 945-960.
    8. Zaheer, Hasnain & Breyer, Yvonne & Dumay, John, 2019. "Digital entrepreneurship: An interdisciplinary structured literature review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    9. Sami Basly & Amira Hammouda, 2020. "Family Businesses and Digital Entrepreneurship Adoption: A Conceptual Model," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 29(2), pages 326-364, September.
    10. Kameliya Deyanova & Nataliia Brehmer & Artur Lapidus & Victor Tiberius & Steve Walsh, 2022. "Hatching start-ups for sustainable growth: a bibliometric review on business incubators," Review of Managerial Science, Springer, vol. 16(7), pages 2083-2109, October.
    11. Zahra, Shaker A. & Liu, Wan & Si, Steven, 2023. "How digital technology promotes entrepreneurship in ecosystems," Technovation, Elsevier, vol. 119(C).
    12. Yangyang Yu & Yong Qin & Zeshui Xu & Marinko Škare, 2022. "Bibliometric analysis of strategic entrepreneurship literature," International Entrepreneurship and Management Journal, Springer, vol. 18(4), pages 1475-1502, December.
    13. Perez-Vega, Rodrigo & Hopkinson, Paul & Singhal, Aishwarya & Mariani, Marcello M., 2022. "From CRM to social CRM: A bibliometric review and research agenda for consumer research," Journal of Business Research, Elsevier, vol. 151(C), pages 1-16.
    14. Jeffery S. McMullen & Dimo Dimov, 2013. "Time and the Entrepreneurial Journey: The Problems and Promise of Studying Entrepreneurship as a Process," Journal of Management Studies, Wiley Blackwell, vol. 50(8), pages 1481-1512, December.
    15. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    16. Clyde Eiríkur Hull & Yu-Ting Caisy Hung & Neil Hair & Victor Perotti & Richard DeMartino, 2007. "Taking advantage of digital opportunities: a typology of digital entrepreneurship," International Journal of Networking and Virtual Organisations, Inderscience Enterprises Ltd, vol. 4(3), pages 290-303.
    17. Rippa, Pierluigi & Secundo, Giustina, 2019. "Digital academic entrepreneurship: The potential of digital technologies on academic entrepreneurship," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 900-911.
    18. Fernandes, Cristina & Ferreira, João J. & Veiga, Pedro Mota & Kraus, Sascha & Dabić, Marina, 2022. "Digital entrepreneurship platforms: Mapping the field and looking towards a holistic approach," Technology in Society, Elsevier, vol. 70(C).
    19. Nambisan, Satish & Baron, Robert A., 2021. "On the costs of digital entrepreneurship: Role conflict, stress, and venture performance in digital platform-based ecosystems," Journal of Business Research, Elsevier, vol. 125(C), pages 520-532.
    20. Carla Martínez-Climent & Ana Zorio-Grima & Domingo Ribeiro-Soriano, 2018. "Financial return crowdfunding: literature review and bibliometric analysis," International Entrepreneurship and Management Journal, Springer, vol. 14(3), pages 527-553, September.
    21. Muhammad Naveed Anwar & Elizabeth Daniel, 2016. "The Role of Entrepreneur-Venture Fit in Online Home-Based Entrepreneurship: A Systematic Literature Review," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 24(04), pages 419-451, December.
    22. Claire Ingram Bogusz & Robin Teigland & Emmanuelle Vaast, 2019. "Designed entrepreneurial legitimacy: the case of a Swedish crowdfunding platform," European Journal of Information Systems, Taylor & Francis Journals, vol. 28(3), pages 318-335, May.
    23. Sami Basly & Amira Hammouda, 2020. "Family Businesses and Digital Entrepreneurship Adoption: A Conceptual Model," Post-Print hal-03258927, HAL.
    24. Merigó, José M. & Yang, Jian-Bo, 2017. "A bibliometric analysis of operations research and management science," Omega, Elsevier, vol. 73(C), pages 37-48.
    25. Majdouline, Ilias & Baz, Jamal El & Jebli, Fedwa, 2022. "Revisiting technological entrepreneurship research: An updated bibliometric analysis of the state of art," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    26. Jonas Soluk & Ivan Miroshnychenko & Nadine Kammerlander & Alfredo De Massis, 2021. "Family Influence and Digital Business Model Innovation: The Enabling Role of Dynamic Capabilities," Entrepreneurship Theory and Practice, , vol. 45(4), pages 867-905, July.
    27. Kai Li & Jason Rollins & Erjia Yan, 2018. "Web of Science use in published research and review papers 1997–2017: a selective, dynamic, cross-domain, content-based analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 1-20, April.
    28. Fischer, Eileen & Rebecca Reuber, A., 2014. "Online entrepreneurial communication: Mitigating uncertainty and increasing differentiation via Twitter," Journal of Business Venturing, Elsevier, vol. 29(4), pages 565-583.
    29. Ghezzi, Antonio & Cavallo, Angelo, 2020. "Agile Business Model Innovation in Digital Entrepreneurship: Lean Startup Approaches," Journal of Business Research, Elsevier, vol. 110(C), pages 519-537.
    30. Khlystova, Olena & Kalyuzhnova, Yelena & Belitski, Maksim, 2022. "The impact of the COVID-19 pandemic on the creative industries: A literature review and future research agenda," Journal of Business Research, Elsevier, vol. 139(C), pages 1192-1210.
    31. Sofia Aparisi-Torrijo & Gabriela Ribes-Giner, 2022. "Female entrepreneurial leadership factors," International Entrepreneurship and Management Journal, Springer, vol. 18(4), pages 1707-1737, December.
    32. Sigfusson, Thor & Chetty, Sylvie, 2013. "Building international entrepreneurial virtual networks in cyberspace," Journal of World Business, Elsevier, vol. 48(2), pages 260-270.
    33. Isabelle Biclesanu & Sorin Anagnoste & Ovidiu Branga & Marco Savastano, 2021. "Digital Entrepreneurship: Public Perception of Barriers, Drivers, and Future," Administrative Sciences, MDPI, vol. 11(4), pages 1-11, November.
    34. Mika Gabrielsson & Markus Raatikainen & Saara Julkunen, 2022. "Accelerated Internationalization Among Inexperienced Digital Entrepreneurs: Toward a Holistic Entrepreneurial Decision-Making Model," Management International Review, Springer, vol. 62(2), pages 137-168, April.
    35. Liliya Satalkina & Gerald Steiner, 2020. "Digital Entrepreneurship and its Role in Innovation Systems: A Systematic Literature Review as a Basis for Future Research Avenues for Sustainable Transitions," Sustainability, MDPI, vol. 12(7), pages 1-27, April.
    36. Yu-Kai Lin & Likoebe M. Maruping, 2022. "Open Source Collaboration in Digital Entrepreneurship," Organization Science, INFORMS, vol. 33(1), pages 212-230, January.
    37. R. Filieri & E. d'Amico & A. de Stefanis & E. Paolucci & E. Raguseo, 2021. "Artificial intelligence (AI) for tourism: an European-based study on successful AI tourism start-ups," Post-Print hal-04779116, HAL.
    38. Ligorio, Lorenzo & Venturelli, Andrea & Caputo, Fabio, 2022. "Tracing the boundaries between sustainable cities and cities for sustainable development. An LDA analysis of management studies," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    39. Kang, Hye Young, 2022. "Technological engagement of women entrepreneurs on online digital platforms: Evidence from the Apple iOS App Store," Technovation, Elsevier, vol. 114(C).
    40. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    41. Anne-Wil Harzing & Satu Alakangas, 2016. "Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 787-804, February.
    42. Tobias Kollmann & Lucas Kleine-Stegemann & Katharina Cruppe & Christina Then-Bergh, 2022. "Eras of Digital Entrepreneurship," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(1), pages 15-31, February.
    43. Hongjuan Tang & Qi Yao & Francis Boadu & Yu Xie, 2022. "Distributed innovation, digital entrepreneurial opportunity, IT-enabled capabilities, and enterprises' digital innovation performance: a moderated mediating model," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 26(4), pages 1106-1128, January.
    44. Estelle Duparc & Frederik Möller & Ilka Jussen & Maleen Stachon & Sükran Algac & Boris Otto, 2022. "Archetypes of open-source business models," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(2), pages 727-745, June.
    45. Chalmers, Dominic & Matthews, Russell & Hyslop, Amy, 2021. "Blockchain as an external enabler of new venture ideas: Digital entrepreneurs and the disintermediation of the global music industry," Journal of Business Research, Elsevier, vol. 125(C), pages 577-591.
    46. Paul, Justin & Alhassan, Ibrahim & Binsaif, Nasser & Singh, Prakash, 2023. "Digital entrepreneurship research: A systematic review," Journal of Business Research, Elsevier, vol. 156(C).
    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. Paul, Justin & Alhassan, Ibrahim & Binsaif, Nasser & Singh, Prakash, 2023. "Digital entrepreneurship research: A systematic review," Journal of Business Research, Elsevier, vol. 156(C).
    2. Anca Elena Lungu & Mircea Radu Georgescu & Daniel Juravle, 2024. "A Bibliometric Analysis of Digital Entrepreneurship," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 18617-18645, December.
    3. Fernandes, Cristina & Ferreira, João J. & Veiga, Pedro Mota & Kraus, Sascha & Dabić, Marina, 2022. "Digital entrepreneurship platforms: Mapping the field and looking towards a holistic approach," Technology in Society, Elsevier, vol. 70(C).
    4. Tobias Kollmann & Lucas Kleine-Stegemann & Katharina Cruppe & Christina Then-Bergh, 2022. "Eras of Digital Entrepreneurship," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(1), pages 15-31, February.
    5. Yáñez-Valdés, Claudia & Guerrero, Maribel & Barros-Celume, Sebastián & Ibáñez, María J., 2023. "Winds of change due to global lockdowns: Refreshing digital social entrepreneurship research paradigm," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    6. Lola Redondo-Rodríguez & Diana C. Pérez-Bustamante Yábar & Eloísa Díaz-Garrido, 2023. "Impact of technological innovation on digital entrepreneurship and the effects on the economy," International Entrepreneurship and Management Journal, Springer, vol. 19(3), pages 1501-1526, September.
    7. Bejjani, Melissa & Göcke, Lutz & Menter, Matthias, 2023. "Digital entrepreneurial ecosystems: A systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    8. Zaheer, Hasnain & Breyer, Yvonne & Dumay, John, 2019. "Digital entrepreneurship: An interdisciplinary structured literature review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    9. Alberto Michele Felicetti & Vincenzo Corvello & Salvatore Ammirato, 2024. "Digital innovation in entrepreneurial firms: a systematic literature review," Review of Managerial Science, Springer, vol. 18(2), pages 315-362, February.
    10. Zaheer, Hasnain & Breyer, Yvonne & Dumay, John & Enjeti, Mahesh, 2022. "The entrepreneurial journeys of digital start-up founders," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    11. Yáñez-Valdés, Claudia & Guerrero, Maribel, 2024. "Determinants and impacts of digital entrepreneurship: A pre- and post-COVID-19 perspective," Technovation, Elsevier, vol. 132(C).
    12. Gala, Kaushik & Schwab, Andreas & Mueller, Brandon A., 2024. "Star entrepreneurs on digital platforms: Heavy-tailed performance distributions and their generative mechanisms," Journal of Business Venturing, Elsevier, vol. 39(1).
    13. Maria Elisavet Balta & Thanos Papadopoulos & Konstantina Spanaki, 2024. "Business model pivoting and digital technologies in turbulent environments," Post-Print hal-04513406, HAL.
    14. Bhattacharyya, Jagriti & Subrahmanya, M.H. Bala, 2024. "Determinants of a digital start-up's access to VC financing in India: A signaling theory perspective," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    15. da Fonseca, André Luís A. & Chimenti, Paula & Campos, Roberta D., 2023. "‘Take my advice’: Entrepreneurial consumers and the ecosystemic logics of digital platforms," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    16. Peng Chen & Zhenjun Yan & Pengfei Wang, 2023. "How can the Digital Economy Boost the Performance of Entrepreneurs? A Large Sample of Evidence from China’s Business Incubators," Sustainability, MDPI, vol. 15(7), pages 1-24, March.
    17. Nguyen, Phuong Ngoc-Duy & Nguyen, Huan Hong, 2024. "Unveiling the link between digital entrepreneurship education and intention among university students in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    18. Weking, Jörg & Desouza, Kevin C. & Fielt, Erwin & Kowalkiewicz, Marek, 2023. "Metaverse-enabled entrepreneurship," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
    19. Muhammad Farooq Islam & Ozge Can, 2024. "Integrating digital and sustainable entrepreneurship through business models: a bibliometric analysis," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 14(1), pages 1-18, December.
    20. Francisco Olmo-García & Fernando Javier Crecente-Romero & María Teresa Val-Núñez & María Sarabia-Alegría, 2023. "Entrepreneurial activity in an environment of digital transformation: an analysis of relevant factors in the euro area," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.

    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:spr:intemj:v:20:y:2024:i:2:d:10.1007_s11365-023-00926-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.