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The Themes of Entrepreneurship Discourse: A Data Analytics Approach

Author

Listed:
  • Philip T. Roundy

    (Department of Marketing and Entrepreneurship, Gary W. Rollins College of Business, University of Tennessee (Chattanooga), 615 McCallie Avenue, Chattanooga)

  • Arben Asllani

    (Department of Management, Gary W. Rollins College of Business, University of Tennessee (Chattanooga), 615 McCallie Avenue, Chattanooga)

Abstract

Scholars are devoting heightened attention to the language of entrepreneurship and to its influence on the cognition, behaviors, and outcomes of entrepreneurs and their stakeholders. However, the primary themes that constitute entrepreneurs’ language are unexamined. In this partially-inductive study, we identify the most common themes in entrepreneurship discourse and explore how they have changed over time. To map the themes in entrepreneurs’ language, we use data analytic techniques coupled with text mining algorithms to analyze a longitudinal corpus of entrepreneurial discourse. Our findings reveal five dominant and recurring themes in entrepreneurship discourse – marketing activities, technology-oriented entrepreneurship, digital entrepreneurship, professional investment, and new venture entrepreneurship – and illustrate how these themes are evolving. By examining the key themes in the discourse of entrepreneurs and charting their transformation over time, our study makes theoretical and methodological contributions to entrepreneurship research. We identify the areas where the academic literature seems to be lagging practitioner discussions and suggest that scholars should evaluate research for how closely topics are calibrated with the main themes in the discourse of entrepreneurs. Our findings also produce practical implications for entrepreneurs by identifying the main themes receiving attention, which allows entrepreneurs to evaluate if the topics that comprise their day-to-day discourse align with the themes emphasized in the larger body of entrepreneurship discourse.

Suggested Citation

  • Philip T. Roundy & Arben Asllani, 2018. "The Themes of Entrepreneurship Discourse: A Data Analytics Approach," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 14(3), pages 127-158.
    • Handle: RePEc:aae:journl:v:14:y:2018:i:3:p:127-158
    DOI: 10.7341/20181436
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    References listed on IDEAS

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    1. Michael H. Morris & Foard F. Jones, 1999. "Entrepreneurship in Established Organizations: The Case of the Public Sector," Entrepreneurship Theory and Practice, , vol. 24(1), pages 71-91, October.
    2. Mohammad Zarei, 2017. "Entrepreneurial Tournaments: Towards Disclosing the Rivalry Process Among Corporate Entrepreneurs," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 13(2), pages 33-57.
    3. Dodd, Sarah Drakopoulou, 2002. "Metaphors and meaning: A grounded cultural model of us entrepreneurship," Journal of Business Venturing, Elsevier, vol. 17(5), pages 519-535, September.
    4. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    5. A. Fayolle, 2007. "Entrepreneurship and New Value Creation - The dynamic of the Entrepreneurship Process Cambridge," Post-Print halshs-00275655, HAL.
    6. Roundy, Philip T. & Bradshaw, Mike & Brockman, Beverly K., 2018. "The emergence of entrepreneurial ecosystems: A complex adaptive systems approach," Journal of Business Research, Elsevier, vol. 86(C), pages 1-10.
    7. Jacques Ascher, 2012. "Female Entrepreneurship – An Appropriate Response to Gender Discrimination," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 8(4), pages 97-114.
    8. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    9. Yasemin Y. Kor & Joseph T. Mahoney & Steven C. Michael, 2007. "Resources, Capabilities and Entrepreneurial Perceptions," Journal of Management Studies, Wiley Blackwell, vol. 44(7), pages 1187-1212, November.
    10. Anna Golejewska, 2018. "Innovativeness of Enterprises in Poland in the Regional Context," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 14(1), pages 29-44.
    11. Laver, Michael & Benoit, Kenneth & Garry, John, 2003. "Extracting Policy Positions from Political Texts Using Words as Data," American Political Science Review, Cambridge University Press, vol. 97(2), pages 311-331, May.
    12. Parhankangas, Annaleena & Renko, Maija, 2017. "Linguistic style and crowdfunding success among social and commercial entrepreneurs," Journal of Business Venturing, Elsevier, vol. 32(2), pages 215-236.
    13. Ratinho, Tiago & Harms, Rainer & Walsh, Steven, 2015. "Structuring the Technology Entrepreneurship publication landscape: Making sense out of chaos," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 168-175.
    14. Gartner, William B., 1990. "What are we talking about when we talk about entrepreneurship?," Journal of Business Venturing, Elsevier, vol. 5(1), pages 15-28, January.
    15. van Werven, Ruben & Bouwmeester, Onno & Cornelissen, Joep P., 2015. "The power of arguments: How entrepreneurs convince stakeholders of the legitimate distinctiveness of their ventures," Journal of Business Venturing, Elsevier, vol. 30(4), pages 616-631.
    16. Caroline Parkinson & Carole Howorth, 2008. "The language of social entrepreneurs," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 20(3), pages 285-309, May.
    17. William B. Gartner & Eveline Stam & Neil Thompson & Karen Verduyn, 2016. "Entrepreneurship as practice: grounding contemporary practice theory into entrepreneurship studies," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 28(9-10), pages 813-816, October.
    18. Gerald E. Hills & Raymond W. Laforge, 1992. "Research at the Marketing Interface to Advance Entrepreneurship Theory," Entrepreneurship Theory and Practice, , vol. 16(3), pages 33-60, April.
    19. Kaish, Stanley & Gilad, Benjamin, 1991. "Characteristics of opportunities search of entrepreneurs versus executives: Sources, interests, general alertness," Journal of Business Venturing, Elsevier, vol. 6(1), pages 45-61, January.
    20. Eero Vaara & Scott Sonenshein & David Boje, 2016. "Narratives as Sources of Stability and Change in Organizations : Approaches and Directions for Future Research," Post-Print hal-02276673, HAL.
    21. Alain Fayolle, 2007. "Entrepreneurship and new value creation : The dynamic of the entrepreneurial process," Post-Print hal-02298095, HAL.
    22. Davila, Antonio & Foster, George & Gupta, Mahendra, 2003. "Venture capital financing and the growth of startup firms," Journal of Business Venturing, Elsevier, vol. 18(6), pages 689-708, November.
    23. Karl Joachim Breunig & Hanno Roberts, 2017. "Money Talks: Communication Patterns as Knowledge Monetization," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 13(3), pages 71-94.
    24. Hanna, Richard & Rohm, Andrew & Crittenden, Victoria L., 2011. "We're all connected: The power of the social media ecosystem," Business Horizons, Elsevier, vol. 54(3), pages 265-273, May.
    25. Eero Vaara & Scott Sonenshein & David Boje, 2016. "Narratives as Sources of Stability and Change in Organizations : Approaches and Directions for Future Research," Post-Print hal-02313402, HAL.
    26. Alain Fayolle, 2007. "Entrepreneurship and new value creation," Post-Print hal-01892768, HAL.
    27. Carl Roberts, 2000. "A Conceptual Framework for Quantitative Text Analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 34(3), pages 259-274, August.
    28. Stephen Downing, 2005. "The Social Construction of Entrepreneurship: Narrative and Dramatic Processes in the Coproduction of Organizations and Identities," Entrepreneurship Theory and Practice, , vol. 29(2), pages 185-204, March.
    29. Michael Lounsbury & Mary Ann Glynn, 2001. "Cultural entrepreneurship: stories, legitimacy, and the acquisition of resources," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 545-564, June.
    30. Joep P. Cornelissen & Jean Clarke, 2010. "Imagining and rationalizing opportunities : Inductive reasoning and the creation and justification of new ventures," Post-Print hal-02312342, HAL.
    31. Joep P. Cornelissen & Jean Clarke, 2010. "Imagining and rationalizing opportunities : Inductive reasoning and the creation and justification of new ventures," Post-Print hal-02276730, HAL.
    32. Shane, Scott & Venkataraman, S., 2003. "Guest editors' introduction to the special issue on technology entrepreneurship," Research Policy, Elsevier, vol. 32(2), pages 181-184, February.
    33. Parhankangas, Annaleena & Ehrlich, Michael, 2014. "How entrepreneurs seduce business angels: An impression management approach," Journal of Business Venturing, Elsevier, vol. 29(4), pages 543-564.
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    More about this item

    Keywords

    entrepreneurship; entrepreneurial communication; discourse; text analysis; data analytics;
    All these keywords.

    JEL classification:

    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

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