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Exploring the determinants of digital entrepreneurship using fuzzy cognitive maps

Author

Listed:
  • Maria J. M. Ladeira

    (University Institute of Lisbon)

  • Fernando A. F. Ferreira

    (University Institute of Lisbon
    University of Memphis)

  • João J. M. Ferreira

    (University of Beira Interior)

  • Wenchang Fang

    (National Taipei University)

  • Pedro F. Falcão

    (University Institute of Lisbon)

  • Álvaro A. Rosa

    (University Institute of Lisbon)

Abstract

In an increasingly digital world, almost anything can now be done through a computer or smartphone. Digital entrepreneurship is capitalizing on this trend, which brings numerous advantages to firms and society at large. However, the determinants of digital entrepreneurship’s success are still unclear, as well as how they relate to each other. This study sought to develop a fuzzy cognitive map (FCM) to identify and analyze the determinants of digital entrepreneurship. Two group sessions were held with a panel of decision makers who deal with the digital entrepreneurship phenomenon every day. Based on their shared experience and knowledge, an FCM was developed and validated for this research context. Static and dynamic analyses facilitated a deeper understanding of the cause-and-effect relationships between the determinants of digital entrepreneurship, resulting in a well-informed framework that was validated by the panel members. This methodological procedure enabled an objective analysis of the dynamics behind digital entrepreneurship. The advantages and limitations of our constructivist framework are also discussed.

Suggested Citation

  • Maria J. M. Ladeira & Fernando A. F. Ferreira & João J. M. Ferreira & Wenchang Fang & Pedro F. Falcão & Álvaro A. Rosa, 2019. "Exploring the determinants of digital entrepreneurship using fuzzy cognitive maps," International Entrepreneurship and Management Journal, Springer, vol. 15(4), pages 1077-1101, December.
  • Handle: RePEc:spr:intemj:v:15:y:2019:i:4:d:10.1007_s11365-019-00574-9
    DOI: 10.1007/s11365-019-00574-9
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    1. João J. M. Ferreira & Fernando A. F. Ferreira & Cristina I. M. A. S. Fernandes & Marjan S. Jalali & Mário L. Raposo & Carla S. Marques, 2016. "What do we [not] know about technology entrepreneurship research?," International Entrepreneurship and Management Journal, Springer, vol. 12(3), pages 713-733, September.
    2. Solana-Gutiérrez, Joaquín & Rincón, Gonzalo & Alonso, Carlos & García-de-Jalón, Diego, 2017. "Using fuzzy cognitive maps for predicting river management responses: A case study of the Esla River basin, Spain," Ecological Modelling, Elsevier, vol. 360(C), pages 260-269.
    3. S Bell & S Morse, 2013. "Groups and facilitators within problem structuring processes," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(7), pages 959-972, July.
    4. Daniel Palacios-Marqués & Salvador Roig-Dobón & Irene Comeig, 2017. "Background factors to innovation performance: results of an empirical study using fsQCA methodology," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 1939-1953, September.
    5. Bana e Costa, Carlos A. & Corrêa, Émerson C. & De Corte, Jean-Marie & Vansnick, Jean-Claude, 2002. "Facilitating bid evaluation in public call for tenders: a socio-technical approach," Omega, Elsevier, vol. 30(3), pages 227-242, June.
    6. Vincent Dutot & Constance Van Horne, 2015. "Digital Entrepreneurship Intention in a Developed vs. Emerging Country: An Exploratory Study in France and the UAE," Transnational Corporations Review, Ottawa United Learning Academy, vol. 7(1), pages 79-96, March.
    7. 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.
    8. Ferreira, Fernando A.F. & Jalali, Marjan S. & Ferreira, João J.M., 2016. "Integrating qualitative comparative analysis (QCA) and fuzzy cognitive maps (FCM) to enhance the selection of independent variables," Journal of Business Research, Elsevier, vol. 69(4), pages 1471-1478.
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