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2 strong predictors of startup success

Reported by Mitsloan.mit
Aug 5, 2019· 2 min read
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Key Takeaways
  • • MIT Sloan researchers Christian Catalini and Scott Stern identified two foundational predictors of startup success: Delaware incorporation and intellectual property protection (patents and trademarks), which together make founders 278 times more likely to achieve a significant equity growth event.
  • • Founders who proactively pursue Delaware registration and IP protection are significantly more likely to secure venture capital funding, and this signal of founder intentionality predicts growth outcomes even for firms that never receive VC investment.
  • • The research analyzed over 10 million firms from business registrations across 34 U.S. states between 1995 and 2005, covering 95% of all venture capital financing, allowing for rigorous comparison of "active" versus "passive" founder behaviors and their long-term outcomes.
  • • Policy implications differ depending on whether startup growth is driven by proactive founder choices: if founder initiative is the primary driver, policymakers may prioritize accelerators and venture capital tax incentives rather than broad-based subsidies.
Summary
Research from MIT Sloan professors Christian Catalini and Scott Stern, detailed in their working paper "Passive Versus Active Growth: Evidence from Founder Choices and Venture Capital Investment," identifies early-stage founder decisions as powerful predictors of startup success. The study reveals that founders who registered their companies in Delaware and secured patent and trademark protections were 278 times more likely to achieve significant equity growth events—such as IPOs or major acquisitions—compared to founders who made none of these strategic choices.

The research is notable for its scale and comprehensiveness. Co-authored by Jorge Guzman, an MIT Innovation Initiative research affiliate and Columbia Business School assistant professor, the study examined business registrations from 1995 to 2005 across 34 U.S. states, encompassing more than 10 million firms and representing 95% of all venture capital financing during that period. This dataset enabled researchers to rigorously track and compare the trajectories of "active" founders—those making deliberate legal and IP decisions—against "passive" founders who did not pursue these protections.

A key insight from the research extends beyond venture capital recipients. Founders demonstrating intentional IP and legal strategies were not only more likely to secure venture capital funding, but their founder-level behavior was predictive of growth outcomes regardless of whether they ultimately received VC investment. This suggests that the signal conveyed by these early choices—rather than capital alone—correlates with entrepreneurial success.

The research carries direct implications for policy design. If startup growth stems primarily from proactive founder behaviors rather than passive capital availability, policymakers may benefit from focusing support on accelerators and venture capital incentives rather than undirected business subsidies. The findings suggest that founder initiative and strategic decision-making at incorporation and IP stages serve as more reliable indicators of success than other commonly cited factors.

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Mitsloan.mit 2 strong predictors of startup success