Artificial Intelligence and Venture Capital: Reference List

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The main article can be found here.


Belenzon, S., Chatterji, A.K., Daley, B. (2017). “Eponymous entrepreneurs”. American Economic Review 107 (6): 1638–1655.

Bengtsson, O., Hsu, D. (2010). “How do venture capital partners match with startup founders?” Unpublished working paper.

Böhm, M., Weking, J., Fortunat, F., Müller, S., Welpe, I., and Krcmar, H. (2017). “The Business Model DNA: Towards an Approach for Predicting Business Model Success”. Proceedings of the WI 2017.

Cockburn, I., MacGarvie, M. (2009). “Patents, thickets and the financing of early-stage firms: evidence from the software industry”. Journal of Economics and Management Strategy 18: 729- 773.

Cumming, D. (2008). “Contracts and exits in venture capital finance”. Review of Financial Studies 21: 1947–1982.

Da Rin, M., Hellmann, T., Puri, M. (2013). “A survey of venture capital research”. In Handbook of the Economics of Finance 2: 573–648.

Eesley, C. E., Hsu, D. H., Roberts, E. B. (2014). “The contingent effects of top management teams on venture performance: Aligning founding team composition with innovation strategy and commercialization environment”. Strategic Management Journal, 35 (12): 1798–1817.

Ewens, M., Marx, M. (2017). “Founder replacement and startup performance”. The Review of Financial Studies, 31 (4): 1532–1565.

Ewens, M., Rhodes-Kropf, M. (2015). “Is a VC Partnership Greater Than the Sum of Its Partners?”. The Journal of Finance 70 (3): 1081–1113.

Franke, N., Gruber, M., Harhoff, D., Henkel, J. (2006). “What you are is what you like-similarity biases in venture capitalists’ evaluations of start-up teams”. Journal of Business Venturing, 21 (6): 802–826.

Gloor, P. A., Dorsaz, P., Fuehres, H. (2011). “Analyzing success of startup entrepreneurs by measuring their social network distance to a business networking hub”. In Proceedings 3rd international conference on collaborative innovation networks coins: 8–10.

Gloor, P. Dorsaz, P. Fuehres, H., Vogel, M. (2013). “Choosing the right friends–predicting success of startup entrepreneurs and innovators through their online social network structure”. International Journal of Organisational Design and Engineering 3 (1): 67–85

Gompers, P., Kovner, A., Lerner, J. (2009). “Specialization and success: evidence from venture capital”. Journal of Economics and Management Strategy 18: 817–844.

Gompers, P., Lerner, J., Scharfstein, D., Kovner, A. (2010). “Performance persistence in entrepreneurship”. Journal of Financial Economics 96: 18–32.

Groenewegen, G., de Langen, F. (2012). “Critical success factors of the survival of start-ups with a radical innovation”. Journal of Applied Economics and Business Research, 2 (3): 155–171.

Guzman, J., Stern, S. (2014). “Nowcasting and placecasting entrepreneurial quality and performance”. MIT Working Paper.

Halabi, C. E., Lussier, R. N. (2014). “A model for predicting small firm performance: Increasing the probability of entrepreneurial success in Chile”. Journal of Small Business and Enterprise Development, 21 (1): 4–25.

Hoenig, D., Henkel, J. (2015). “Quality signals? The role of patents, alliances, and team experience in venture capital financing”. Research Policy 44 (5): 1049–1064.

Hsu, D. (2004). “What do entrepreneurs pay for venture capital affiliation?” Journal of Finance 59: 1805–1844.

Hsu, D. (2006). “Venture capitalists and cooperative start-up commercialization strategy”. Management Science 52: 204–219.

Hsu, D. (2007). “Experienced entrepreneurial founders, organizational capital, and venture capital funding“. Research Policy 36: 722–741.

Hsu, D., Ziedonis, R. (2011). “Strategic factor markets and the financing of technology startups: when do patents matter more as signaling devices?”. Unpublished working paper.

Inderst, R., Mueller, H.M. (2009). “Early-stage financing and firm growth in new industries”. Journal of Financial Economics, 93 (2): 276–291.

Lasch, F., Le Roy, F., Yami, S. (2007). “Emergence of high-tech ventures in France: How do regional, individual and organizational factors influence birth and sustainability of new firms?” In Ulijn, J., Drillon, D., Lasch, F., Entrepreneurship, cooperation and the firm: The emergence and survival of high technology ventures in Europe. (pp. 187–218). Northampton, MA: Edward Elgar Publishing, Inc.

Lindsey, L. (2008). “Blurring firm boundaries: the role of venture capital in strategic alliance”. Journal of Finance 63: 1137–1168.

Littunen, H., Niitykangas, H. (2010). “The rapid growth of young firms during various stages of entrepreneurship”. Journal of Small Business and Enterprise Development, 17(1): 8–31.

Lussier, R. N., Halabi, C. E. (2010). “A Three-Country Comparison of the Business Success Versus Failure Prediction Model”. Journal of Small Business Management, 48 (3): 360–377.

Mann, R., Sager, T. (2007). “Patents, venture capital, and software start-ups”. Research Policy 36: 193–208.

Marom, S., Lussier, R. N. (2014). “A business success versus failure prediction model for small businesses in Israel”. Business and Economic Research, 4 (2): 63–81.

McKenzie D., Paffhausen A. L. (2017). “Small firm death in developing countries”. World Bank Policy Research Working Paper 8236.

McKenzie, D., Sansone, D. (2017). “Man vs. Machine in Predicting Successful Entrepreneurs: Evidence from a Business Plan Competition in Nigeria”. World Bank Policy Research Working Paper 8271: 1–66.

Miettinen, M. R., Littunen, H. (2013). “Factors contributing to the success of startup firms using two-point or multiple-point scale models”. Entrepreneurship Research Journal, 3 (4): 449–481.

Miloud, T., Aspelund, A., Cabrol, M. (2012). “Startup valuation by venture capitalists: an empirical study”. Venture Capital 14 (2–3): 151–174.

Mueller, B., Murmann, M. (2016). “The Workforce Composition of Young Firms and Product Innovation — Complementarities in the Skills of Founders and Their Early Employees”. Centre for European Economic Research Discussion Paper 16–074.

Nahata, R. (2008). “Venture capital reputation and investment performance”. Journal of Financial Economics 90: 127–151.

Nann, S., Krauss, J. S., Schober, M., Gloor, P. A., Fischbach, K., Führes, H. (2010). “The Power of Alumni Networks — Success of Startup Companies Correlates with Online Social Network Structure of its Founders”. MIT Sloan Research Paper: 4766–10.

Ng, W., Stuart, T. (2016). “Of Hobos and Highfliers: Disentangling the Classes and Careers of Technology‐Based Entrepreneurs”. Unpublished Working Paper.

Puri, M., Zarutskie, R. (2012). “On the lifecycle dynamics of venture-capital- and non-venture capital-financed firms”. Journal of Finance, 67 (6): 2247–2293.

Shane, S., Stuart, T. (2002). “Organizational endowments and the performance of university start-ups”. Management Science 48: 154–170.

Sheehan, P., Sheehan, A. (2017). “The paradox of experience”. ETF Partners White Paper.

Sorensen, M. (2007). “How Smart Is Smart Money? A Two‐Sided Matching Model of Venture Capital”. The Journal of Finance, 62 (6): 2725–2762.

Sunesson, T. (2009). “Alma mater matters: the value of school ties in the venture capital industry”. Unpublished working paper.

Teng, H., Singh Bhatia, G., Anwar, S. (2011). “A success versus failure prediction model for small businesses in Singapore”. American Journal of Business 26 (1): 50–64.

Tian, X. (2011). “The causes and consequences of venture capital stage financing”. Journal of Financial Economics 101: 132–159.

Zacharakis, A. L., Meyer, G. D. (2000). “The potential of actuarial decision models: can they improve the venture capital investment decision?”. Journal of Business Venturing, 15 (4): 323–346.

Zacharakis, A. L., Shepherd, D. A. (2001). “The nature of information and overconfidence on venture capitalists’ decision making”. Journal of Business Venturing, 16 (4): 311–332.

Zarutskie, R. (2010). “The role of top management team human capital in venture capital markets: Evidence from first-time funds”. Journal of Business Venturing 25: 155–172.

This post is an excerpt from my forthcoming book “An Introduction to Data“ edited by Springer.

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