Optimal investment and exit decision of venture capitals with multiple heterogeneous Beliefs
Chen and Luo build a two-stage real options game theory model to study how venture capitalists with multiple, heterogeneous beliefs about the same project make optimal investment and exit decisions, analyzing the optimal timing and amount of capital invested in stage one and the optimal exit decision in stage two. They find that differing beliefs among investors reduce the optimal amount of capital invested but have little effect on optimal investment timing, a result the authors connect to the well known agree to disagree phenomenon where investors with different views can still converge on similar timing decisions even while disagreeing on how much to commit. This negative effect of belief heterogeneity on invested capital can be offset through a learning process as investors update their views over time, but the authors also find it can be made worse when investors differ significantly in their required rate of return, showing that belief divergence and return-requirement divergence interact rather than operating independently.
Why is relevant?
Fund managers structuring a syndicate with co-investors who genuinely disagree on a deal get a formal, quantitative explanation for a pattern many practitioners notice anecdotally, that disagreement tends to shrink the check size a group is willing to write together far more than it delays or accelerates when they actually pull the trigger. The finding that a structured learning process can offset the capital-reducing effect of belief divergence gives syndicate leads a concrete lever, more information sharing, staged diligence, or joint monitoring, for actually increasing the total capital a divided group of investors is willing to commit to a promising deal. Researchers studying real options applications in venture finance get a rigorous extension of the standard single-belief investment timing model into a more realistic multi-investor setting, useful as a theoretical building block for further work on syndicate formation, information asymmetry, and consensus-building among venture investors with differing views.

Author
Zhuming Chen, Xue Luo
Publication date
April 9th, 2024
Difficulty
Expert
Keywords
- real options game theory
- heterogeneous beliefs
- agree to disagree
- optimal investment timing
- capital allocation
- learning process
- required rate of return
- exit decision modeling
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