Investors Embrace Gender Diversity, Not Female CEOs: The Role of Gender in Startup Fundraising
Christopher Cassion, Yuhang Qian, Constant Bossou, Margareta Ackerman

TL;DR
This study analyzes gender bias in startup funding, revealing that while gender diversity benefits success, female CEOs face significant barriers, with CEO gender being a key factor in funding decisions.
Contribution
The paper provides a comprehensive data analysis of over 48,000 startups and highlights the impact of CEO gender on funding success, offering policy insights.
Findings
Gender diversity correlates with startup success.
Female CEOs are less likely to secure funding.
CEO gender is a primary predictor of funding attainment.
Abstract
The allocation of venture capital is one of the primary factors determining who takes products to market, which startups succeed or fail, and as such who gets to participate in the shaping of our collective economy. While gender diversity contributes to startup success, most funding is allocated to male-only entrepreneurial teams. In the wake of COVID-19, 2020 is seeing a notable decline in funding to female and mixed-gender teams, giving raise to an urgent need to study and correct the longstanding gender bias in startup funding allocation. We conduct an in-depth data analysis of over 48,000 companies on Crunchbase, comparing funding allocation based on the gender composition of founding teams. Detailed findings across diverse industries and geographies are presented. Further, we construct machine learning models to predict whether startups will reach an equity round, revealing the…
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