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Explaining returns on venture capital backed companies: Evidence from Belgium

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  • Alperovych, Yan
  • Hübner, Georges

Abstract

Using a unique database of 990 VC-backed Belgian firms, we study whether compatibility between corporate and environmental characteristics matters. We address two questions: (i) Does the interplay of company, industry, and product factors affect the expected returns of the VC-backed firms? (ii) Does the joint compatibility between these factors results in a non-linear increase in performance? Panel data analysis shows a significant influence of factor compatibility on returns. Quantile regression analysis indicates a non-linear relationship between the return and its determinants. Conjoint analysis identifies certain combinations of factors, which collapse into classifiable patterns described in the strategic management literature.

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  • Alperovych, Yan & Hübner, Georges, 2011. "Explaining returns on venture capital backed companies: Evidence from Belgium," Research in International Business and Finance, Elsevier, vol. 25(3), pages 277-295, September.
  • Handle: RePEc:eee:riibaf:v:25:y:2011:i:3:p:277-295
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    1. Jovanovic, Boyan & MacDonald, Glenn M, 1994. "The Life Cycle of a Competitive Industry," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 322-347, April.
    2. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. Salim Chahine & Igor Filatotchev & Mike Wright, 2007. "Venture Capitalists, Business Angels, and Performance of Entrepreneurial IPOs in the UK and France," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(3‐4), pages 505-528, April.
    5. Giot, Pierre & Schwienbacher, Armin, 2007. "IPOs, trade sales and liquidations: Modelling venture capital exits using survival analysis," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 679-702, March.
    6. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    7. Miller, Alex & Gartner, William B. & Wilson, Robert, 1989. "Entry order, market share, and competitive advantage: A study of their relationships in new corporate ventures," Journal of Business Venturing, Elsevier, vol. 4(3), pages 197-209, May.
    8. Alexander Ljungqvist & Matthew Richardson, 2003. "The cash flow, return and risk characteristics of private equity," NBER Working Papers 9454, National Bureau of Economic Research, Inc.
    9. Macmillan, Ian C. & Siegel, Robin & Narasimha, P. N. Subba, 1985. "Criteria used by venture capitalists to evaluate new venture proposals," Journal of Business Venturing, Elsevier, vol. 1(1), pages 119-128.
    10. Macmillan, Ian C. & Kulow, David M. & Khoylian, Roubina, 1989. "Venture capitalists' involvement in their investments: Extent and performance," Journal of Business Venturing, Elsevier, vol. 4(1), pages 27-47, January.
    11. Kerins, Frank & Smith, Janet Kiholm & Smith, Richard, 2004. "Opportunity Cost of Capital for Venture Capital Investors and Entrepreneurs," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 385-405, June.
    12. Klepper, Steven, 1997. "Industry Life Cycles," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 145-181.
    13. Koberg, Christine S. & Uhlenbruck, Nikolaus & Sarason, Yolanda, 1996. "Facilitators of organizational innovation: The role of life-cycle stage," Journal of Business Venturing, Elsevier, vol. 11(2), pages 133-149, March.
    14. Klepper, Steven & Simons, Kenneth L., 2005. "Industry shakeouts and technological change," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 23-43, February.
    15. Mason, Colin M. & Harrison, Richard T., 2002. "Is it worth it? The rates of return from informal venture capital investments," Journal of Business Venturing, Elsevier, vol. 17(3), pages 211-236, May.
    16. William E. Cox & Jr., 1967. "Product Life Cycles as Marketing Models," The Journal of Business, University of Chicago Press, vol. 40, pages 375-375.
    17. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    18. Casson, Peter D. & Martin, Roderick & Nisar, Tahir M., 2008. "The financing decisions of innovative firms," Research in International Business and Finance, Elsevier, vol. 22(2), pages 208-221, June.
    19. Danny Miller & Peter H. Friesen, 1984. "A Longitudinal Study of the Corporate Life Cycle," Management Science, INFORMS, vol. 30(10), pages 1161-1183, October.
    20. 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.
    21. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    22. Macmillan, Ian C. & Zemann, Lauriann & Subbanarasimha, P. N., 1987. "Criteria distinguishing successful from unsuccessful ventures in the venture screening process," Journal of Business Venturing, Elsevier, vol. 2(2), pages 123-137.
    23. Tobias J. Moskowitz & Annette Vissing-Jørgensen, 2002. "The Returns to Entrepreneurial Investment: A Private Equity Premium Puzzle?," American Economic Review, American Economic Association, vol. 92(4), pages 745-778, September.
    24. Bottazzi, Laura & Da Rin, Marco & Hellmann, Thomas, 2008. "Who are the active investors?: Evidence from venture capital," Journal of Financial Economics, Elsevier, vol. 89(3), pages 488-512, September.
    25. Mike Wright, 1998. "Venture Capital and Private Equity: A Review and Synthesis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5&6), pages 521-570.
    26. Muzyka, Dan & Birley, Sue & Leleux, Benoit, 1996. "Trade-offs in the investment decisons of European venture capitalists," Journal of Business Venturing, Elsevier, vol. 11(4), pages 273-287, July.
    27. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2008. "Productivity, profitability and financial performance," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 711-751, August.
    28. Danny Miller, 1986. "Configurations of strategy and structure: Towards a synthesis," Strategic Management Journal, Wiley Blackwell, vol. 7(3), pages 233-249, May.
    29. Boyan Jovanovic & Balàzs Szentes, 2007. "On the Return to Venture Capital," NBER Working Papers 12874, National Bureau of Economic Research, Inc.
    30. Salim Chahine & Igor Filatotchev & Mike Wright, 2007. "Venture Capitalists, Business Angels, and Performance of Entrepreneurial IPOs in the UK and France," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(3-4), pages 505-528.
    31. Steven N. Kaplan & Antoinette Schoar, 2005. "Private Equity Performance: Returns, Persistence, and Capital Flows," Journal of Finance, American Finance Association, vol. 60(4), pages 1791-1823, August.
    32. 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.
    33. Joerg Freiling, 2004. "A Competence-based Theory of the Firm," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 15(1), pages 27-52.
    34. Tom Vanacker & Sophie Manigart, 2010. "Pecking order and debt capacity considerations for high-growth companies seeking financing," Small Business Economics, Springer, vol. 35(1), pages 53-69, July.
    35. Mike, Ken Wright Robbie, 1998. "Venture Capital and Private Equity: A Review and Synthesis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5‐6), pages 521-570, June.
    36. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    37. John Goddard & Manouche Tavakoli & John Wilson, 2005. "Determinants of profitability in European manufacturing and services: evidence from a dynamic panel model," Applied Financial Economics, Taylor & Francis Journals, vol. 15(18), pages 1269-1282.
    38. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    39. Filson, Darren, 2002. "Product and process innovations in the life cycle of an industry," Journal of Economic Behavior & Organization, Elsevier, vol. 49(1), pages 97-112, September.
    40. Cochrane, John H., 2005. "The risk and return of venture capital," Journal of Financial Economics, Elsevier, vol. 75(1), pages 3-52, January.
    41. Manuel Landajo & Javier De Andrés & Pedro Lorca, 2008. "Measuring firm performance by using linear and non‐parametric quantile regressions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 57(2), pages 227-250, April.
    42. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    43. Thomas Hellmann & Manju Puri, 2002. "Venture Capital and the Professionalization of Start‐Up Firms: Empirical Evidence," Journal of Finance, American Finance Association, vol. 57(1), pages 169-197, February.
    44. Sapienza, Harry J., 1992. "When do venture capitalists add value?," Journal of Business Venturing, Elsevier, vol. 7(1), pages 9-27, January.
    45. Hubert Ooghe & Elisabeth Laere & Tine Langhe, 2006. "Are Acquisitions Worthwhile? An Empirical Study of the Post-Acquisition Performance of Privately Held Belgian Companies," Small Business Economics, Springer, vol. 27(2), pages 223-243, October.
    46. Zahra, Shaker A., 1996. "Technology strategy and financial performance: Examining the moderating role of the firm's competitive environment," Journal of Business Venturing, Elsevier, vol. 11(3), pages 189-219, May.
    47. 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.
    48. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    49. Marnik G. Dekimpe & Dominique M. Hanssens, 1995. "Empirical Generalizations About Market Evolution and Stationarity," Marketing Science, INFORMS, vol. 14(3_supplem), pages 109-121.
    50. Steven Klepper & Elizabeth Graddy, 1990. "The Evolution of New Industries and the Determinants of Market Structure," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 27-44, Spring.
    51. Levesque, Moren & Shepherd, Dean A., 2004. "Entrepreneurs' choice of entry strategy in emerging and developed markets," Journal of Business Venturing, Elsevier, vol. 19(1), pages 29-54, January.
    52. Agarwal, Rajshree & Bayus, Barry L., 2002. "The Market Evolution and Sales Take-Off of Product Innovations," Working Papers 02-0104, University of Illinois at Urbana-Champaign, College of Business.
    53. Rajshree Agarwal & David B. Audretsch, 2001. "Does Entry Size Matter? The Impact of the Life Cycle and Technology on Firm Survival," Journal of Industrial Economics, Wiley Blackwell, vol. 49(1), pages 21-43, March.
    54. Swan, John E. & Rink, David R., 1982. "Fitting market strategy to varying product life cycles," Business Horizons, Elsevier, vol. 25(1), pages 72-76.
    55. Rajshree Agarwal & Barry L. Bayus, 2002. "The Market Evolution and Sales Takeoff of Product Innovations," Management Science, INFORMS, vol. 48(8), pages 1024-1041, August.
    56. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-583, June.
    57. repec:bla:jfinan:v:59:y:2004:i:5:p:2177-2210 is not listed on IDEAS
    58. Cumming, Douglas & Fleming, Grant & Suchard, Jo-Ann, 2005. "Venture capitalist value-added activities, fundraising and drawdowns," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 295-331, February.
    59. Hellmann, Thomas & Puri, Manju, 2000. "The Interaction between Product Market and Financing Strategy: The Role of Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 13(4), pages 959-984.
    60. Sapienza, Harry J. & Manigart, Sophie & Vermeir, Wim, 1996. "Venture capitalist governance and value added in four countries," Journal of Business Venturing, Elsevier, vol. 11(6), pages 439-469, November.
    61. Gorman, Michael & Sahlman, William A., 1989. "What do venture capitalists do?," Journal of Business Venturing, Elsevier, vol. 4(4), pages 231-248, July.
    62. Hand, John R.M., 2007. "Determinants of the round-to-round returns to pre-IPO venture capital investments in U.S. biotechnology companies," Journal of Business Venturing, Elsevier, vol. 22(1), pages 1-28, January.
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