Philadelphia skyline

research.

Published papers

The Role of Taxes in the Rise of ETFs

with Rabih Moussawi and Ke Shen

Review of Financial Studies, Forthcoming

Abstract: This paper argues that a lesser-known yet economically significant tax-deferral feature of ETFs' security design is crucial to their success. By relying on the in-kind redemption exemption, authorized participants help ETFs avoid distributing capital gains and reduce their tax overhang, partly by deploying heartbeat trades. We estimate that the ETF tax efficiency has increased long-term investors' after-tax returns by 1.05% per year relative to mutual funds in recent years. Exploiting cross-sectional and time-series variations in investors' tax burden, we show that tax efficiency is a significant driver of capital migration by high-net-worth investors from mutual funds into ETFs.

Female CEO Selection: Does the Glass Cliff Exist?

with Xiaoxiao Li, Olivia Mower, Olivia Pfeffer, and Pete Zaleski

Leadership Quarterly, Volume 36, Issue 2, March 2025, 101853

Abstract: This paper revisits the glass cliff phenomenon in corporate spheres, which asserts that women predominantly advance into leadership roles in precarious times, when the chance of failure is highest. Compared to prior studies, we greatly expand the sample of female CEO appointments by extending our sample in time and breadth. Moreover, we address confounding effects and explore heterogeneous and non-linear relationships. Using a variety of accounting- and market-based variables to proxy for precarious situations, our results do not provide clear evidence of a glass cliff effect in US corporations, implying that earlier findings may have been specific to the samples and methods used.

Piecing Together the Extent of Retail Fractional Trading

with David Gempesaw and Joseph Henry

Global Finance Journal, Volume 54, November 2022, Article 100757

Abstract: We examine the introduction of fractional trading and its impact on retail security ownership. Fractional trading aims to increase investor access to securities with high prices. Over the initial months of Robinhood's fractional trading program, the number of unique owners increases approximately 53 percentage points more for stocks priced above $100 versus those priced below $50. On an intraday basis, high-price stocks exhibit incremental ownership growth specifically during periods when fractional trading is permitted. Our results show that Robinhood investors make ample use of fractional trading to acquire previously inaccessible securities, indicating a substantial reduction in price-based investing frictions and carrying implications for retail portfolio management. In addition, we show that the potential market impacts of fractional trading activity appear negligible based on share volume data from multiple brokers with fractional trading programs.

How did Retail Investors Respond to the COVID-19 Pandemic? The Effect of Robinhood Brokerage Customers on Market Quality

with Michael Pagano and John Sedunov

Finance Research Letters, Volume 43, November 2021, Article 101946

Abstract: Using data on stocks held by individual investors at retail brokerage firm Robinhood, we document that these investors are actively engaged in both momentum and contrarian trading strategies. In response to the increased volatility and uncertainty in financial markets due to the COVID-19 pandemic in March 2020, we find that retail investors reduce momentum trading and increase contrarian trading activity during the initial phase of this crisis. We also find that the impact of Robinhood investors on several measures of market quality varied depending on market conditions, coinciding with better market quality during less-stressful periods and worse market quality during the early weeks of the pandemic in the U.S.

Style Drift: Evidence from Small-Cap Mutual Funds

with Charles Cao and Peter Iliev

Journal of Banking and Finance, 78, May 2017, pp. 42–57

Abstract: This paper documents that small-cap mutual funds allocate on average 27% of their portfolio to mid- and large-cap stocks. We find that larger and older small-cap funds are more likely to hold mid- and large-cap stocks, consistent with funds straying from their objective over time. Funds that invest heavily in mid- and large-cap stocks expose their investors to unanticipated risks but investors do not experience higher abnormal returns or performance persistence overall.

Working papers

Are Hedge Fund Capacity Constraints Binding? Evidence on Scale and Competition

with Charles Cao and Tim Simin

Working Paper

Abstract: An important question in hedge fund management is whether hedge funds experience decreasing returns to scale, as hedge fund managers often pursue arbitrage opportunities which are limited and short-lived. Using an unbiased estimation method based on recursive demeaning, we find no evidence of decreasing returns to scale at the fund level. However, we do find evidence that hedge fund returns are decreasing in industry size, consistent with competition effects.

teaching.

Equity Markets & Valuation course

EQUITY MARKETS & VALUATION

The course provides an introduction to modern portfolio theory and stock valuation using multiples and discounted cash flow models.

View Syllabus
MSF8615 Derivatives & Risk Management course

MSF8615 — DERIVATIVES & RISK MANAGEMENT

Graduate-level course on derivatives and risk management, focusing on futures, options, and strategies for measuring and managing financial risk.

View Syllabus
Alternative Investments course

ALTERNATIVE INVESTMENTS

An upper-level undergraduate course on alternative investments, such as hedge funds and private equity.

View Syllabus

Cookies, Cupcakes, & Coding Workshops

As a member of the VU Women in Tech committee, I help organize workshops on various technologies. Below is an overview of the events that we have held in recent years.

Fall 2024 Workshop: AI Buffet

Fall 2024

Spring 2024

Fall 2023

Spring 2023

Fall 2022 Workshop: Excel Skills

Fall 2022

Spring 2022 Workshop: Tableau

Spring 2022

Fall 2021

Spring 2021 Workshop: Quantum Computing (IBMQ)

Spring 2021

Fall 2020 Workshop: OBS

Fall 2020

Spring 2020 Workshop: Machine Learning

Spring 2020

Lilly Conference Poster: Thwarting Contract Cheating (May 2021)

resources.

A few programs that I wrote for my own research or to replicate other researchers' papers can be found on my GitHub page. Most of my code is written in SAS or Python, but I also like to use Matlab and Stata from time to time.

The following is a selection of websites and software products that I enjoy using:

Anaconda Distribution (Python)

Popular Python distribution for data science and machine learning

A State Of Trance

Weekly radio show and 24/7 live stream of progressive trance music

CQA

Chicago Quantitative Alliance provides resources for quant finance professionals

FOIA mapper

Tool that provides insights into FOIA requests

Gephi

Network visualization tool

Julia

Up-and-coming programming language that resembles Python and MATLAB

MATLAB

High-level programming language for simulations and matrix oriented computations

Mendeley

Reference manager

NVIDIA Broadcast

AI-powered voice and video

Overleaf

Online LaTeX editor that allows for collaboration

SAS

Statistical software suite that is very fast on large datasets

SEC Edgar

Access company filings

Slack

Collaboration software that facilitates teamwork and logs conversations

Stata

Statistical software package that makes regressions easy to perform

Wing IDE

Python source code editor with debugger

WinSCP

FTP client

about.

I'm an Associate Professor in the Department of Finance and Real Estate at Villanova University. My research interests lie in the areas of empirical asset pricing, institutional investors, alternative investments, and fintech. My work focuses on understanding how financial innovations and regulatory changes affect market dynamics and investor behavior.

At Villanova, I teach Equity Markets & Valuation, Derivatives & Risk Management, and Alternative Investments at both undergraduate and graduate levels.

contact.

Office Information

Villanova University
Villanova School of Business
Department of Finance and Real Estate
Bartley Hall 2083
Villanova, PA 19085

Email: [email protected]