
Michael Ewens
David L. and Elsie M. Dodd Professor of Finance, Columbia Business School
Researching Private Equity, Venture Capital, and Entrepreneurial Finance.
- [July 2026] Guest on the Improving Alpha podcast (Vidrio) discussing the public-private markets debate and its impact on allocators
- [May 2026] The Regulatory Costs of Being Public cited in SEC proposed rule on Semiannual Reporting (Release No. 33-11414)
- [May 2026] Quoted in MarketWatch on Google's SpaceX and Anthropic stakes
- [Feb 2026] What the Data Reveals About Startup Boards and Private Equity (Boardroom Governance with Evan Epstein)
Selected Research
Recent publications and working papers.
Liquid Claims on Illiquid Assets: The Economics of Retail Access to Private Markets
Michael Ewens, Jacob Faber
This paper examines the economics of providing retail investors access to private markets, analyzing how liquid fund structures interact with illiquid underlying assets. We study the trade-offs between democratized access to private equity and venture capital investments and the costs imposed by liquidity transformation, including potential return dilution and structural risks.
Corporate Hierarchy
Michael Ewens, Xavier Giroud
This paper examines how to measure corporate hierarchy and its economic consequences for firms. We introduce a novel measure of hierarchical layers, derived from 7 million online employee resumes and a network estimation technique, and use it to document several facts about organizational structure, performance, and adjustment to shocks. The findings show that more hierarchical firms exhibit higher operating performance but also higher administrative costs, and they adjust their structure differently in response to economic changes.
Projects
Ongoing initiatives supporting PhD students and junior faculty.

Founding Patents
Explore startup innovation through a unique connection between firm formation and patent data.
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Data & Code
Open source tools and datasets.
Startup Board Composition Data
Composition of 7800 VC-backed startup boards from first VC financing to exit (or 2017). From Ewens and Malenko (2026), 'Board Dynamics over the Startup Life Cycle', Journal of Finance.
Intangible Valuations from Purchase Price Allocations
Acquired intangible valuations from Ewens, Peters, and Wang (2024). When a public firm acquires a significant target, it must disclose assets and liabilities in the purchase price allocation.
Intangible Capital Stocks
Parameter estimates for intangible capital accumulation and estimated knowledge and organization capital stocks. From Ewens, Peters and Wang (2024), 'Measuring Intangible Capital with Market Prices', Management Science.
Non-Compete Law Changes and Court Decisions
State-level law changes in the U.S. from 1995-2016 to study the impact of founder replacement on startup outcomes. From Ewens and Marx (2017), 'Founder Replacement and Startup Performance', RFS.
Mapping SDC to Compustat, 1996-2023
A mapping file between SDC's 'sdc_dealno' to 'gvkey'. Connects SDC's M&A database to Compustat using name and date matching with fuzzy string search.
Venture Capital Revenue Reported by US Banks
Data on U.S. bank 'venture capital revenue' used in 'Venture Capital and Startup Agglomeration' (Chen and Ewens 2025) to assess the importance of banking institutions as limited partners in VC.
Regulatory Public Float and 10-K Information
Public float data from firms' 10-K filings disclosing the market value of outstanding common equity held by non-affiliates. From Ewens, Xiao and Xu (2023), 'Regulatory Costs of Being Public', JFE.
10-K MD&A Sections and Parser
Index file and code to process raw MD&A data from 10-K filings. Build your own panel database of public firm MD&A text. From Ewens, Peters and Wang (2024).
Form D Filings Events 1992-2008
Form D filings data from a FOIA request with the SEC. Used in 'The Deregulation of the Private Equity Markets and the Decline in IPOs' by Ewens and Farre-Mensa (2020), RFS.
Founding Patents Data
The complete dataset connecting new firm formation and patents, allowing researchers to explore startup innovation. Includes mapping and novelty measures.