Abstract
This paper studies how the presence of cross-border as opposed to domestic venture capital investors is associated with the growth of portfolio companies. For this purpose, we use a longitudinal research design and track sales, total assets and payroll expenses in 761 European technology companies from the year of initial venture capital investment up to seven years thereafter. Findings demonstrate how companies initially backed by domestic venture capital investors exhibit higher growth in the short term compared to companies backed by cross-border investors. In the medium term, companies initially backed by cross-border venture capital investors exhibit higher growth compared to companies backed by domestic investors. Finally, companies that are initially funded by a syndicate comprising both domestic and cross-border venture capital investors exhibit the highest growth. Overall, this study provides a more fine-grained understanding of the role that domestic and cross-border venture capital investors can play as their portfolio companies grow and thereby require different resources or capabilities over time.
Similar content being viewed by others
Notes
The time frame of our study (seven years) covers the typical lifespan of venture capital investments which is between three and seven years.
We also developed count variables measuring the number of venture capital investors, rather than dummy variables. Results remained robust. As the use of dummy variables fits better with the theoretical arguments, we focus on the analyses with the dummy variables in the remainder of the paper. For instance, it may be sufficient to have one domestic venture capital investor investing together with one cross-border venture capital investor to diminish the information asymmetries experienced by the latter.
Traditional longitudinal techniques require either complete data or assume data are missing completely at random (MCAR), implying that an unconditional random process is responsible for the missing data. A major advantage of the RCM framework is that, missing data can be accommodated under the assumption of missing at random (MAR) (Long et al. 2009). MAR is less strict than MCAR and implies that a conditional random process was responsible for the missing data. The conditioning is assumed to be on another variable. In this study, the bulk of missing sales data at the end of the time frame are due to the recent time when companies received initial venture capital. For instance, when a company received initial venture capital in 2004, data is simply unavailable for seven years after the initial investment. MAR still yields unbiased estimates when using the RCM framework as long as the proper conditioning variables are included in the analysis, which is the case in our study as we control for the investment year.
The predicted growth curves for total assets and payroll expenses are not included due to space considerations, but are available from the authors upon simple request.
The additional models are not reported in detail due to space considerations, but they are available from the authors upon request.
There is one exception: companies getting cross-border venture capital in a later round exhibit a subsequent larger increase in total assets. This is not surprising as this larger increase in total assets is likely to reflect the investment by the cross-border venture capital investor.
Inclusion of the U.K. portfolio companies rendered similar results.
References
Alhorr, H. S., Moore, C. B., & Payne, G. T. (2008). The impact of economic integration on cross-border venture capital investments: Evidence from the European Union. Entrepreneurship Theory and Practice, 32(5), 897–917.
Arthurs, J. D., & Busenitz, L. W. (2006). Dynamic capabilities and venture performance: The effects of venture capitalists. Journal of Business Venturing, 21(2), 195–215.
Barney, J. B. (1986). Organizational culture: Can it be a source of sustained competitive advantage? The Academy of Management Review, 11(3), 656–665.
Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120.
Baum, J. A. C., & Silverman, B. S. (2004). Picking winners or building them? Alliance, intellectual, and human capital as selection criteria in venture financing and performance of biotechnology startups. Journal of Business Venturing, 19(3), 411–436.
Bertoni, F., Colombo, M. G., & Grilli, L. (2011). Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects. Research Policy, 40(7), 1028–1043.
Bliese, P. D., & Ployhart, R. E. (2002). Growth modeling using random coefficient models: Model building, testing, and illustrations. Organizational Research Methods, 5(4), 362–387.
Brander, J. A., Amit, R., & Antweiler, W. (2002). Venture-capital syndication: Improved venture selection versus the value-added hypothesis. Journal of Economics & Management Strategy, 11(3), 423–452.
Bruneel, J., Yli-Renko, H., & Clarysse, B. (2010). Learning from experience and learning from others: How congenital and interorganizational learning substitute for experiential learning in young firm internationalization. Strategic Entrepreneurship Journal, 4(2), 164–182.
Bruton, G. D., Fried, V. H., & Manigart, S. (2005). Institutional influences on the worldwide expansion of venture capital. Entrepreneurship Theory and Practice, 29(6), 737–760.
Carpenter, M. A., Pollock, T. G., & Leary, M. M. (2003). Testing a model of reasoned risk-taking: Governance, the experience of principals and agents, and global strategy in high-technology IPO firms. Strategic Management Journal, 24(9), 803–820.
Cassar, G. (2004). The financing of business start-ups. Journal of Business Venturing, 19(2), 261–283.
Chandler, G. N., & Hanks, S. H. (1994). Market attractiveness, resource-based capabilities, venture strategies, and venture performance. Journal of Business Venturing, 9(4), 331–349.
Chemmanur, T. J., Hull, T., & Krishnan, K. (2011). Do local and international venture capitalists play well together? A Study of International Venture Capital Investments. Working paper, SSRN eLibrary.
Clarysse, B., Knockaert, M., & Lockett, A. (2007). Outside board members in high tech start-ups. Small Business Economics, 29(3), 243–259.
Cooper, A. C., Gimenogascon, F. J., & Woo, C. Y. (1994). Initial human and financial capital as predictors of new venture performance. Journal of Business Venturing, 9(5), 371–395.
Coviello, N. E., & Munro, H. J. (1995). Growing the entrepreneurial firm: Networking for international market development. European Journal of Marketing, 29, 49–61.
Cumming, D., & Dai, N. (2010). Local bias in venture capital investments. Journal of Empirical Finance, 17(3), 362–380.
Cumming, D. J., & MacIntosh, J. G. (2001). Venture capital investment duration in Canada and the United States. Journal of Multinational Financial Management, 11(4–5), 445–463.
Dai, N., Jo, H., & Kassicieh, S. K. (2011). Cross-Border Venture Capital Investments in Asia: Selection and Performance. Journal of Business Venturing (forthcoming).
De Clercq, D., & Dimov, D. (2008). Internal knowledge development and external knowledge access in venture capital investment performance. Journal of Management Studies, 45(3), 585–612.
Delmar, F., Davidsson, P., & Gartner, W. B. (2003). Arriving at the high-growth firm. Journal of Business Venturing, 18(2), 189–216.
Eckhardt, J. T., Shane, S., & Delmar, F. (2006). Multistage selection and the financing of new ventures. Management Science, 52(2), 220–232.
Fernhaber, S. A., & McDougall-Covin, P. P. (2009). Venture capitalists as catalysts to new venture internationalization: The impact of their knowledge and reputation resources. Entrepreneurship Theory and Practice, 33(1), 277–295.
Fitzmaurice, G. M., Laird, N. M., & Ware, J. H. (2004). Applied longitudinal analysis. New Jersey: Wiley.
Fritsch, M., & Schilder, D. (2008). Does venture capital investment really require spatial proximity? An empirical investigation. Environment and Planning A, 40(9), 2114–2131.
Gompers, P. A. (1996). Grandstanding in the venture capital industry. Journal of Financial Economics, 42(1), 133–156.
Guler, I., & Guillen, M. F. (2010a). Institutions and the internationalization of US venture capital firms. Journal of International Business Studies, 41(2), 185–205.
Guler, I., & Guillen, M. F. (2010b). Home country networks and foreign expansion: Evidence from the venture capital industry. Academy of Management Journal, 53(2), 390–410.
Gupta, A. K., & Sapienza, H. J. (1992). Determinants of venture capital firms preferences regarding the industry diversity and geographic scope of their investments. Journal of Business Venturing, 7(5), 347–362.
Hand, J. R. M. (2005). The value relevance of financial statements in the venture capital market. Accounting Review, 80(2), 613–648.
Heirman, A., & Clarysse, B. (2004). How and why do research-based start-ups differ at founding? A resource-based configurational perspective. The Journal of Technology Transfer, 29(3), 247–268.
Hellmann, T., Lindsey, L., & Puri, M. (2008). Building relationships early: Banks in venture capital. Review of Financial Studies, 21(2), 513–541.
Holcomb, T. R., Combs, J. G., Sirmon, D. G., & Sexton, J. (2010). Modeling levels and time in entrepreneurship research an illustration with growth strategies and post-IPO performance. Organizational Research Methods, 13(2), 348–389.
Hsu, D. & Ziedonis, R.H., (2008). Patents as quality signals for entrepreneurial ventures, Academy of Management Best Papers Proceedings. Ross School of Business at the University of Michigan.
Hursti, J., & Maula, M. W. (2007). Acquiring financial resources from foreign equity capital markets: An examination of factors influencing foreign initial public offerings. Journal of Business Venturing, 22(6), 833–851.
Jääskeläinen, M. (2009). Venture capital syndication: Synthesis and future directions, Working Paper Helsinki University of Technology, Espoo, p. 42.
Knight, G. A., & Cavusgil, S. T. (2004). Innovation, organizational capabilities, and the born-global firm. Journal of International Business Studies, 35(2), 124–141.
Lee, C., Lee, K., & Pennings, J. M. (2001). Internal capabilities, external networks, and performance: A study on technology-based ventures. Strategic Management Journal, 22(6–7), 615–640.
Litvak, I. (1990). Instant international: Strategic reality for small high-technology firms in Canada. Multinational Business, 2(Summer), 1–12.
Lockett, A., Wright, M., Burrows, A., Scholes, L., & Paton, D. (2008). The export intensity of venture capital backed companies. Small Business Economics, 31(1), 39–58.
Long, J. D., Loeber, R., & Farrington, D. P. (2009). Marginal and random intercepts models for longitudinal binary data with examples from criminology. Multivariate Behavioral Research, 44(1), 28–58.
Lu, Q., & Hwang, P. (2010). The impact of liability of foreignness on international venture capital firms in Singapore. Asia Pacific Journal of Management, 27(1), 81–97.
Lutz, E. & George, G. (2010). Entrepreneurial Aspiration and Resource Provisioning: The Role of Venture Capital in New Venture Internationalization. Working Paper, SSRN eLibrary.
Madhavan, R., & Iriyama, A. (2009). Understanding global flows of venture capital: Human networks as the “carrier wave’’ of globalization. Journal of International Business Studies, 40(8), 1241–1259.
Mäkelä, M., & Maula, M. V. (2005). Cross-border venture capital and new venture internationalization: An isomorphism perspective. Venture Capital: An International Journal of Entrepreneurial Finance, 7(3), 227–257.
Mäkelä, M. M., & Maula, M. V. J. (2006). Interorganizational commitment in syndicated cross-border venture capital investments. Entrepreneurship Theory and Practice, 30(2), 273–298.
Mäkelä, M. M., & Maula, M. V. J. (2008). Attracting cross-border venture capital: The role of a local investor. Entrepreneurship and Regional Development, 20(3), 237–257.
Manigart, S., Lockett, A., Meuleman, M., Wright, M., Landstrom, H., Bruining, H., et al. (2006). Venture capitalists’ decision to syndicate. Entrepreneurship Theory and Practice, 30(2), 131–153.
McDougall, P. P., Shane, S., & Oviatt, B. M. (1994). Explaining the formation of international new ventures-the limits of theories from international business research. Journal of Business Venturing, 9(6), 469–487.
Meuleman, M., & Wright, M. (2011). Cross-border private equity syndication: Institutional context and learning. Journal of Business Venturing, 26(1), 35–48.
Moser, S. (2010). Does Diversity Among Co-Investing Venture Capitalists Add Value for Entrepreneurial Companies? Dissertation Executive Summary. SSRN eLibrary.
Newbert, S. L. (2005). New firm formation: A dynamic capability perspective. Journal of Small Business Management, 43(1), 55–77.
Oviatt, B. M., & McDougall, P. P. (1994). Toward a theory of international new ventures. Journal of International Business Studies, 25(1), 45–64.
Penrose, E. T. (1958). The theory of the growth of the firm. New York: Wiley.
Pruthi, S., Wright, M., & Lockett, A. (2003). Do foreign and domestic venture capital firms differ in their monitoring of investees? Asia Pacific Journal of Management, 20(2), 175–204.
Pruthi, S., Wright, M., & Meyer, K. (2009). Staffing venture capital firms’ international operations. International Journal of Human Resource Management, 20(1), 186–205.
Puri, M., & Zarutskie, R. (2011). On the Lifecycle Dynamics of Venture-Capital- and Non-Venture-Capital-Financed Firms. Journal of Finance (forthcoming).
Sapienza, H. J. (1992). When do venture capitalists add value. Journal of Business Venturing, 7(1), 9–27.
Sapienza, H. J., Manigart, S., & Vermier, W. (1996). Venture capitalist governance and value added in four countries. Journal of Business Venturing, 11(6), 439–469.
Sapienza, H. J., Autio, E., George, G., & Zahra, S. A. (2006). A capabilities perspective on the effects of early internationalization on firm survival and growth. Academy of Management Review, 31(4), 914–933.
Shane, S., & Stuart, T. (2002). Organizational endowments and the performance of university start-ups. Management Science, 48(1), 154–170.
Shaver, J. M. (1998). Accounting for endogeneity when assessing strategy performance: Does entry mode choice affect FDI survival? Management Science, 44(4), 571–585.
Singer, J. D., & Willett, J. B. (2003). Applied Longitudinal data analysis: Modeling change and event occurrence. New York: Oxford University Press.
Sorensen, M. (2007). How smart is smart money? A two-sided matching model of venture capital. Journal of Finance, 62(6), 2725–2762.
Sorenson, O., & Stuart, T. E. (2001). Syndication networks and the spatial distribution of venture capital investments. American Journal of Sociology, 106(6), 1546–1588.
Stinchcombe, A. L. (1965). Social structures and organizations. In J. G. March (Ed.), Handbook of organizations (pp. 142–193). Chicago: Rand-McNally.
Stuart, T. E., Hoang, H., & Hybels, R. C. (1999). Interorganizational endorsements and the performance of entrepreneurial ventures. Administrative Science Quarterly, 44(2), 315–349.
Vanaelst, I., Clarysse, B., Wright, M., Lockett, A., Moray, N., & S’Jegers, R. (2006). Entrepreneurial team development in academic spinouts: An examination of team heterogeneity. Entrepreneurship Theory and Practice, 30(2), 249–271.
Villalonga, B. (2004). Intangible resources, Tobin’s q, and sustainability of performance differences. Journal of Economic Behaviour & Organization, 54(2), 205–230.
Vohora, A., Wright, M., & Lockett, A. (2004). Critical junctures in the development of university high-tech spinout companies. Research Policy, 33(1), 147–175.
Weinzimmer, L. G., Nystrom, P. C., & Freeman, S. J. (1998). Measuring organizational growth: Issues, consequences and guidelines. Journal of Management, 24(2), 235–262.
Wernerfelt, B. (1984). A resource-based view of the firm. Strategic Management Journal, 5(2), 171–180.
Wright, M., Lockett, A., & Pruthi, S. (2002). Internationalization of western venture capitalists into emerging markets: Risk assessment and information in India. Small Business Economics, 19(1), 13–29.
Yli-Renko, H., Autio, E., & Tontti, V. (2002). Social capital, knowledge, and the international growth of technology-based new firms. International Business Review, 11(3), 279–304.
Zaheer, S. (1995). Overcoming the liability of foreignness. Academy of Management Journal, 38(2), 341–363.
Zahra, S. A., Sapienza, H. J., & Davidsson, P. (2006). Entrepreneurship and dynamic capabilities: A review, model and research agenda. Journal of Management Studies, 43(4), 917–955.
Zahra, S. A., Neubaum, D. O., & Naldi, L. (2007). The effects of ownership and governance on SMEs’ international knowledge-based resources. Small Business Economics, 29(3), 309–327.
Acknowledgments
We are grateful to Mikko Jääskeläinen, Helena Yli-Renko, Tereza Tykvová, Uwe Walz, Michele Meoli, the editor Mike Wright and two anonymous reviewers for their helpful feedback. This paper further benefited from presentations at the 2010 Babson College Entrepreneurship Research Conference, the 2010 Academy of Management Meeting, the 2011 inaugural private equity forum and the 2011 VICO workshop. A prior version of this paper was selected for publication in the 2010 edition of Frontiers of Entrepreneurship Research. We acknowledge the data collection support of all VICO partners. Financial support of the EU VII Framework Programme (VICO, Contract 217485), the Hercules Fund (Ghent University), Special Research Fund (BOF10/PDO/046), and the Vlerick Academic Research Fund is also gratefully acknowledged.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Devigne, D., Vanacker, T., Manigart, S. et al. The role of domestic and cross-border venture capital investors in the growth of portfolio companies. Small Bus Econ 40, 553–573 (2013). https://doi.org/10.1007/s11187-011-9383-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11187-011-9383-y