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Putting Money Where the Mouths Are: The Relation Between Venture Financing and Electronic Word-of-Mouth

Author

Listed:
  • Rohit Aggarwal

    (Operations and Information Systems, David Eccles School of Business, University of Utah, Salt Lake City, Utah 84113)

  • Ram Gopal

    (Department of Operations and Information Management, School of Business, University of Connecticut, Storrs, Connecticut 06269)

  • Alok Gupta

    (Department of Information and Decision Sciences, Carlson School of Management, University of Minnesota, Minneapolis, Minnesota 55455)

  • Harpreet Singh

    (Naveen Jindal School of Management, University of Texas at Dallas, Richardson, Texas 75080, USA)

Abstract

External financing is critical to ventures that do not have a revenue source but need to recruit employees, develop products, pay suppliers, and market their products/services. There is an increasing belief among entrepreneurs that electronic word-of-mouth (eWOM), specifically blog coverage, can aid in achieving venture capital financing. Conflicting findings reported by past studies examining eWOM make it unclear what to make of such beliefs of entrepreneurs. Even if there were generally agreed-upon results, a stream of literature indicates that because of the differences in traits between the prior investigated contexts and venture capital financing, the findings from the prior studies cannot be generalized to venture capital financing. Extant studies also fall short in examining the role of time and the status of entities generating eWOM in determining the influence of eWOM on decision making. To address this dearth of literature in a context that attracts billions of dollars every year, we investigate the effect of eWOM on venture capital financing. This study entails the challenging task of gathering data from hundreds of ventures along with other sources including VentureXpert, surveys, Google Blogsearch, Lexis-Nexis, and Archive.org. The key findings of our econometric analysis are that the impact of negative eWOM is greater than is the impact of positive eWOM and that the effect of eWOM on financing decreases with the progress through the financing stages. We also find that the eWOM of popular bloggers helps ventures in getting higher funding amounts and valuations. The empirical model used in this work accounts for inherent selection biases of entrepreneurs and venture capitalists, and we conduct numerous robustness checks for potential issues of endogeneity, selection bias, nonlinearities, and popularity cutoff for blogs. The findings have important implications for entrepreneurs and suggest ways by which entrepreneurs can take advantage of eWOM.

Suggested Citation

  • Rohit Aggarwal & Ram Gopal & Alok Gupta & Harpreet Singh, 2012. "Putting Money Where the Mouths Are: The Relation Between Venture Financing and Electronic Word-of-Mouth," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 976-992, September.
  • Handle: RePEc:inm:orisre:v:23:y:2012:i:3-part-2:p:976-992
    DOI: 10.1287/isre.1110.0402
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    References listed on IDEAS

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    1. Jeffrey E. McGee & Michael J. Dowling & William L. Megginson, 1995. "Cooperative strategy and new venture performance: The role of business strategy and management experience," Strategic Management Journal, Wiley Blackwell, vol. 16(7), pages 565-580.
    2. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    3. Hayagreeva Rao, 1994. "The Social Construction of Reputation: Certification Contests, Legitimation, and the Survival of Organizations in the American Automobile Industry: 1895–1912," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 29-44, December.
    4. Gompers, Paul & Lerner, Josh, 2000. "Money chasing deals? The impact of fund inflows on private equity valuation," Journal of Financial Economics, Elsevier, vol. 55(2), pages 281-325, February.
    5. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    6. Duan, Wenjing & Gu, Bin & Whinston, Andrew B., 2008. "The dynamics of online word-of-mouth and product sales—An empirical investigation of the movie industry," Journal of Retailing, Elsevier, vol. 84(2), pages 233-242.
    7. Gompers, Paul A, 1995. "Optimal Investment, Monitoring, and the Staging of Venture Capital," Journal of Finance, American Finance Association, vol. 50(5), pages 1461-1489, December.
    8. Siu Fai Leung & Shihti Yu, 2000. "Collinearity and Two-Step Estimation of Sample Selection Models: Problems, Origins, and Remedies," Computational Economics, Springer;Society for Computational Economics, vol. 15(3), pages 173-199, June.
    9. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    10. repec:bla:jfinan:v:59:y:2004:i:3:p:1259-1294 is not listed on IDEAS
    11. David Godes & Dina Mayzlin, 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science, INFORMS, vol. 23(4), pages 545-560, June.
    12. Monica A. Zimmerman, 2008. "The Influence of Top Management Team Heterogeneity on the Capital Raised through an Initial Public Offering," Entrepreneurship Theory and Practice, , vol. 32(3), pages 391-414, May.
    13. repec:bla:jfinan:v:59:y:2004:i:4:p:1805-1844 is not listed on IDEAS
    14. David H. Hsu, 2006. "Venture Capitalists and Cooperative Start-up Commercialization Strategy," Management Science, INFORMS, vol. 52(2), pages 204-219, February.
    15. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    16. Chris Forman & Anindya Ghose & Batia Wiesenfeld, 2008. "Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets," Information Systems Research, INFORMS, vol. 19(3), pages 291-313, September.
    17. Garry D. Bruton & Salim Chahine & Igor Filatotchev, 2009. "Founders, Private Equity Investors, and Underpricing in Entrepreneurial IPOs," Entrepreneurship Theory and Practice, , vol. 33(4), pages 909-928, July.
    18. Wm. Gerard Sanders & Steven Boivie, 2004. "Sorting things out: valuation of new firms in uncertain markets," Strategic Management Journal, Wiley Blackwell, vol. 25(2), pages 167-186, February.
    19. Downes, David H & Heinkel, Robert, 1982. "Signaling and the Valuation of Unseasoned New Issues," Journal of Finance, American Finance Association, vol. 37(1), pages 1-10, March.
    20. Xinxin Li & Lorin M. Hitt, 2008. "Self-Selection and Information Role of Online Product Reviews," Information Systems Research, INFORMS, vol. 19(4), pages 456-474, December.
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