IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v81y2022ics1042443122001329.html
   My bibliography  Save this article

Joint effect of linguistic style and ethnicity on entrepreneurial fundraising: Evidence from equity crowdfunding

Author

Listed:
  • Jin, Xianzhe
  • Li, Jingnan
  • Gao, Jijun

Abstract

Drawing on both signalling theory and the linguistic framing perspective, we propose that the effectiveness of linguistic styles used by entrepreneurs when pitching their ideas to investors, manifested as funding success, depends on entrepreneurs’ ethnicity (white vs. non-white). Using a sample of 430 equity crowdfunding projects, we found that the use of a past-oriented linguistic style and concrete linguistic style led to greater funding outcomes for ventures with minority founders than it did for those with white founders. A future-oriented linguistic style, on the other hand, was found to be more beneficial for ventures with white founders. In addition, we found a consistent pattern of results using the racial composition of an entrepreneurial team rather than the race of individual founders, which implies that investors’ biases are not only limited to individual founders’ ethnicities, but also persist regarding the wider entrepreneurial team.

Suggested Citation

  • Jin, Xianzhe & Li, Jingnan & Gao, Jijun, 2022. "Joint effect of linguistic style and ethnicity on entrepreneurial fundraising: Evidence from equity crowdfunding," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:intfin:v:81:y:2022:i:c:s1042443122001329
    DOI: 10.1016/j.intfin.2022.101660
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1042443122001329
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.intfin.2022.101660?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. Pollock, Timothy G. & Chen, Guoli & Jackson, Eric M. & Hambrick, Donald C., 2010. "How much prestige is enough? Assessing the value of multiple types of high-status affiliates for young firms," Journal of Business Venturing, Elsevier, vol. 25(1), pages 6-23, January.
    2. Peter Younkin & Venkat Kuppuswamy, 2018. "The Colorblind Crowd? Founder Race and Performance in Crowdfunding," Management Science, INFORMS, vol. 64(7), pages 3269-3287, July.
    3. Siganos, Antonios & Vagenas-Nanos, Evangelos & Verwijmeren, Patrick, 2017. "Divergence of sentiment and stock market trading," Journal of Banking & Finance, Elsevier, vol. 78(C), pages 130-141.
    4. Massimo G. Colombo & Chiara Franzoni & Cristina Rossi–Lamastra, 2015. "Internal Social Capital and the Attraction of Early Contributions in Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(1), pages 75-100, January.
    5. Lee, Michael T. & Theokary, Carol, 2021. "The superstar social media influencer: Exploiting linguistic style and emotional contagion over content?," Journal of Business Research, Elsevier, vol. 132(C), pages 860-871.
    6. Arslan-Ayaydin, Özgür & Boudt, Kris & Thewissen, James, 2016. "Managers set the tone: Equity incentives and the tone of earnings press releases," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 132-147.
    7. Jörn Block & Lars Hornuf & Alexandra Moritz, 2018. "Which updates during an equity crowdfunding campaign increase crowd participation?," Small Business Economics, Springer, vol. 50(1), pages 3-27, January.
    8. Johnson, Michael A. & Stevenson, Regan M. & Letwin, Chaim R., 2018. "A woman's place is in the… startup! Crowdfunder judgments, implicit bias, and the stereotype content model," Journal of Business Venturing, Elsevier, vol. 33(6), pages 813-831.
    9. Spence, Michael, 1974. "Competitive and optimal responses to signals: An analysis of efficiency and distribution," Journal of Economic Theory, Elsevier, vol. 7(3), pages 296-332, March.
    10. Davis, Blakley C. & Hmieleski, Keith M. & Webb, Justin W. & Coombs, Joseph E., 2017. "Funders' positive affective reactions to entrepreneurs' crowdfunding pitches: The influence of perceived product creativity and entrepreneurial passion," Journal of Business Venturing, Elsevier, vol. 32(1), pages 90-106.
    11. John P. Berns & Maria Figueroa-Armijos & Serge P. da Motta Veiga & Timothy C. Dunne, 2020. "Dynamics of Lending-Based Prosocial Crowdfunding: Using a Social Responsibility Lens," Journal of Business Ethics, Springer, vol. 161(1), pages 169-185, January.
    12. Jean S. Clarke & Joep P. Cornelissen & Mark Healey, 2019. "Actions Speak Louder than Words : How Figurative Language and Gesturing in Entrepreneurial Pitches Influences Investment Judgments," Post-Print hal-02312189, HAL.
    13. 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.
    14. Robert E. Freeland & Lisa A. Keister, 2016. "How Does Race and Ethnicity Affect Persistence in Immature Ventures?," Journal of Small Business Management, Taylor & Francis Journals, vol. 54(1), pages 210-228, January.
    15. Vishal K. Gupta & Daniel B. Turban & S. Arzu Wasti & Arijit Sikdar, 2009. "The Role of Gender Stereotypes in Perceptions of Entrepreneurs and Intentions to Become an Entrepreneur," Entrepreneurship Theory and Practice, , vol. 33(2), pages 397-417, March.
    16. Scheaf, David J. & Davis, Blakley C. & Webb, Justin W. & Coombs, Joseph E. & Borns, Jared & Holloway, Garrett, 2018. "Signals' flexibility and interaction with visual cues: Insights from crowdfunding," Journal of Business Venturing, Elsevier, vol. 33(6), pages 720-741.
    17. Fisher, Greg & Kuratko, Donald F. & Bloodgood, James M. & Hornsby, Jeffrey S., 2017. "Legitimate to whom? The challenge of audience diversity and new venture legitimacy," Journal of Business Venturing, Elsevier, vol. 32(1), pages 52-71.
    18. Ken Cavalluzzo & John Wolken, 2005. "Small Business Loan Turndowns, Personal Wealth, and Discrimination," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2153-2178, November.
    19. Thomas H. Allison & Blakley C. Davis & Jeremy C. Short & Justin W. Webb, 2015. "Crowdfunding in a Prosocial Microlending Environment: Examining the Role of Intrinsic versus Extrinsic Cues," Entrepreneurship Theory and Practice, , vol. 39(1), pages 53-73, January.
    20. Norbert Steigenberger & Hendrik Wilhelm, 2018. "Extending Signaling Theory to Rhetorical Signals: Evidence from Crowdfunding," Organization Science, INFORMS, vol. 29(3), pages 529-546, June.
    21. David Kirsch & Brent Goldfarb & Azi Gera, 2009. "Form or substance: the role of business plans in venture capital decision making," Strategic Management Journal, Wiley Blackwell, vol. 30(5), pages 487-515, May.
    22. Shai Bernstein & Arthur Korteweg & Kevin Laws, 2017. "Attracting Early-Stage Investors: Evidence from a Randomized Field Experiment," Journal of Finance, American Finance Association, vol. 72(2), pages 509-538, April.
    23. Vitaly Skirnevskiy & David Bendig & Malte Brettel, 2017. "The Influence of Internal Social Capital on Serial Creators’ Success in Crowdfunding," Entrepreneurship Theory and Practice, , vol. 41(2), pages 209-236, March.
    24. Jean S. Clarke & Joep P. Cornelissen & Mark Healey, 2019. "Actions Speak Louder than Words : How Figurative Language and Gesturing in Entrepreneurial Pitches Influences Investment Judgments," Post-Print hal-02276704, HAL.
    25. Anglin, Aaron H. & Wolfe, Marcus T. & Short, Jeremy C. & McKenny, Aaron F. & Pidduck, Robert J., 2018. "Narcissistic rhetoric and crowdfunding performance: A social role theory perspective," Journal of Business Venturing, Elsevier, vol. 33(6), pages 780-812.
    26. Calic, Goran & Shevchenko, Anton, 2020. "How signal intensity of behavioral orientations affects crowdfunding performance: The role of entrepreneurial orientation in crowdfunding business ventures," Journal of Business Research, Elsevier, vol. 115(C), pages 204-220.
    27. Gerrit K.C. Ahlers & Douglas Cumming & Christina Günther & Denis Schweizer, 2015. "Signaling in Equity Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(4), pages 955-980, July.
    28. Anglin, Aaron H. & Short, Jeremy C. & Drover, Will & Stevenson, Regan M. & McKenny, Aaron F. & Allison, Thomas H., 2018. "The power of positivity? The influence of positive psychological capital language on crowdfunding performance," Journal of Business Venturing, Elsevier, vol. 33(4), pages 470-492.
    29. Cumming, Douglas & Meoli, Michele & Vismara, Silvio, 2019. "Investors’ choices between cash and voting rights: Evidence from dual-class equity crowdfunding," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    30. Christopher Courtney & Supradeep Dutta & Yong Li, 2017. "Resolving Information Asymmetry: Signaling, Endorsement, and Crowdfunding Success," Entrepreneurship Theory and Practice, , vol. 41(2), pages 265-290, March.
    31. Susan Coleman, 2005. "Is There A Liquidity Crisis For Small, Black-Owned Firms?," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 29-47.
    32. Simona Giorgi, 2017. "The Mind and Heart of Resonance: The Role of Cognition and Emotions in Frame Effectiveness," Journal of Management Studies, Wiley Blackwell, vol. 54(5), pages 711-738, July.
    33. Silvio Vismara, 2016. "Equity retention and social network theory in equity crowdfunding," Small Business Economics, Springer, vol. 46(4), pages 579-590, April.
    34. Younkin, Peter & Kuppuswamy, Venkat, 2019. "Discounted: The effect of founder race on the price of new products," Journal of Business Venturing, Elsevier, vol. 34(2), pages 389-412.
    35. Lingling Pan & Gerry McNamara & Jennifer J. Lee & Jerayr (John) Haleblian & Cynthia E. Devers, 2018. "Give it to us straight (most of the time): Top managers’ use of concrete language and its effect on investor reactions," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2204-2225, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sun, Wenhao & Gao, Jijun & Jacoby, Gady & Wu, Zhenyu, 2024. "Access to capital and energy efficiency: How high-speed rail investments benefit high-tech firms," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    2. Zhang, Xing & Wang, Xinyue & Wang, Durong & Xiao, Quan & Deng, Zhaohua, 2024. "How the linguistic style of medical crowdfunding charitable appeal influences individuals' donations," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    3. Ye Liu & Ke Zhang & Weili Xue & Ziyu Zhou, 2024. "Crowdfunding innovative but risky new ventures: the importance of less ambiguous tone," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-43, December.

    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. Seigner, Benedikt David Christian & McKenny, Aaron F. & Reetz, David K., 2024. "Old but gold? Examining the effect of age bias in reward-based crowdfunding," Journal of Business Venturing, Elsevier, vol. 39(3).
    2. McSweeney, Jordan J. & McSweeney, Kevin T. & Webb, Justin W. & Devers, Cynthia E., 2022. "The right touch of pitch assertiveness: Examining entrepreneurs' gender and project category fit in crowdfunding," Journal of Business Venturing, Elsevier, vol. 37(4).
    3. Mahmood, Ammara & Luffarelli, Jonathan & Mukesh, Mudra, 2019. "What's in a logo? The impact of complex visual cues in equity crowdfunding," Journal of Business Venturing, Elsevier, vol. 34(1), pages 41-62.
    4. Tajvarpour, Mohammad Hossein & Pujari, Devashish, 2022. "The influence of narrative description on the success of crowdfunding campaigns: The moderating role of quality signals," Journal of Business Research, Elsevier, vol. 149(C), pages 123-138.
    5. Alex Murray & Suresh Kotha & Greg Fisher, 2020. "Community-Based Resource Mobilization: How Entrepreneurs Acquire Resources from Distributed Non-Professionals via Crowdfunding," Organization Science, INFORMS, vol. 31(4), pages 960-989, July.
    6. Anglin, Aaron H. & Short, Jeremy C. & Drover, Will & Stevenson, Regan M. & McKenny, Aaron F. & Allison, Thomas H., 2018. "The power of positivity? The influence of positive psychological capital language on crowdfunding performance," Journal of Business Venturing, Elsevier, vol. 33(4), pages 470-492.
    7. Aaron H. Anglin & Christopher Courtney & Thomas H. Allison, 2022. "Venturing for Others, Subject to Role Expectations? A Role Congruity Theory Approach to Social Venture Crowd Funding," Entrepreneurship Theory and Practice, , vol. 46(2), pages 421-448, March.
    8. Fisch, Christian, 2019. "Initial coin offerings (ICOs) to finance new ventures," Journal of Business Venturing, Elsevier, vol. 34(1), pages 1-22.
    9. Julian Bafera & Simon Kleinert, 2023. "Signaling Theory in Entrepreneurship Research: A Systematic Review and Research Agenda," Entrepreneurship Theory and Practice, , vol. 47(6), pages 2419-2464, November.
    10. Geiger, Mark, 2020. "A meta-analysis of the gender gap(s) in venture funding: Funder- and entrepreneur-driven perspectives," Journal of Business Venturing Insights, Elsevier, vol. 13(C).
    11. Berns, John P. & Jia, Yankun & Gondo, Maria, 2022. "Crowdfunding success in sustainability-oriented projects: An exploratory examination of the crowdfunding of 3D printers," Technology in Society, Elsevier, vol. 71(C).
    12. Butticè, Vincenzo & Di Pietro, Francesca & Tenca, Francesca, 2020. "Is equity crowdfunding always good? Deal structure and the attraction of venture capital investors," Journal of Corporate Finance, Elsevier, vol. 65(C).
    13. Sewaid, Ahmed & Parker, Simon C. & Kaakeh, Abdulkader, 2021. "Explaining serial crowdfunders' dynamic fundraising performance," Journal of Business Venturing, Elsevier, vol. 36(4).
    14. Aaron H. Anglin & Shane W. Reid & Jeremy C. Short, 2023. "More Than One Way to Tell a Story: A Configurational Approach to Storytelling in Crowdfunding," Entrepreneurship Theory and Practice, , vol. 47(2), pages 461-494, March.
    15. Cai, Wanxiang & Polzin, Friedemann & Stam, Erik, 2021. "Crowdfunding and social capital: A systematic review using a dynamic perspective," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    16. Calic, Goran & Shevchenko, Anton, 2020. "How signal intensity of behavioral orientations affects crowdfunding performance: The role of entrepreneurial orientation in crowdfunding business ventures," Journal of Business Research, Elsevier, vol. 115(C), pages 204-220.
    17. Xiaobei Liang & Xiaojuan Hu & Jiang Jiang, 2020. "Research on the Effects of Information Description on Crowdfunding Success within a Sustainable Economy—The Perspective of Information Communication," Sustainability, MDPI, vol. 12(2), pages 1-36, January.
    18. Zhu, Zujun & Huang, Qian & Liu, Hefu, 2023. "How heuristic cues impact crowdfunding performance: The moderating role of platform competition intensity and platform demand potential," Journal of Business Research, Elsevier, vol. 160(C).
    19. Seigner, Benedikt David Christian & Milanov, Hana, 2023. "Mirror, mirror—A gendered lens on female entrepreneurs’ facial attractiveness in reward-based crowdfunding," Journal of Business Venturing Insights, Elsevier, vol. 20(C).
    20. Aaron H. Anglin & Hana Milanov & Jeremy C. Short, 2023. "Religious Expression and Crowdfunded Microfinance Success: Insights from Role Congruity Theory," Journal of Business Ethics, Springer, vol. 185(2), pages 397-426, June.

    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:eee:intfin:v:81:y:2022:i:c:s1042443122001329. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/intfin .

    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.