My research examines how financial systems and institutions shape behavior across firms, labor markets, and households.
My research examines how financial systems and institutions shape behavior across firms, labor markets, and households.
Research Portfolio
Evolution of Financial Advisory Markets with the Advent of Robo-Advisors
Published in Managerial Finance
Examines how the entry of robo-advisors reshapes financial advisory markets. Shows how technological innovation transforms intermediation and influences the behavior of traditional advisors.
Automation and High-Skill Labor Markets: Evidence from Robo-Advisors (with Matt Flynn)
Studies the labor market effects of robo-advisors on financial advisors. Finds that automation is complementary, driven by an expansion in demand for advisory services.
Status: Submitted to Journal
Misconduct and Dispute Resolution in Financial Advisory Markets (with Ivilina Popova)
Examines gender differences in financial misconduct cases across complaint and arbitration stages. Shows that disparities emerge primarily during formal dispute resolution rather than at the incidence stage.
Status: Draft
Creditor Rights Protection: Law vs. Lending Capacity (with Matt Flynn & Anish Shankar Menon)
Analyzes how India’s Insolvency and Bankruptcy Code (IBC) affects credit access for distressed firms. Finds that lending increases through existing bank relationships without expanding access to new lenders, highlighting persistent informational frictions.
Status: Draft
Banking Access and Crypto Participation: Evidence from India's Crypto Ban (with Matt Flynn & Anish Shankar Menon)
Examines whether limiting access to banking curbs retail crypto participation. Shows that debanking sharply reduces activity and shifts participation toward formal financial systems, with persistent effects after reversal.
Status: Submitted to Journal
Hidden Compliance Costs at Work: Gender, Grooming, and Covid (with Matt Flynn & Leyuan You)
Studies whether gender differences in appearance-related effort reflect preferences or context. Using COVID-19 as a natural experiment, shows that these efforts are context-dependent, with women reallocating time toward work and sleep.
Status: Draft
When War Hits Home: Civilian Insecurity, State Conflict, and Crypto Adoption (with Matt Flynn & Yifan Liu)
Analyzes how political violence shapes cryptocurrency participation across countries. Shows that activity falls during state conflict but rises with civilian insecurity, highlighting crypto’s dual role as speculation and a store of value.
Status: Draft
Work-in-progress
Natural Disasters and Labor Market Dynamics
Examines how local economic shocks affect hiring, separations, and earnings using disaster exposure data.
Firm Risk and Green Innovation
Studies how firm-level risk influences environmentally relevant innovation outcomes.
Political Uncertainty and Corporate Misconduct
Explores whether political uncertainty affects corporate misconduct, focusing on firm incentives and enforcement dynamics.
Credit Unions and Local Economic Resilience during COVID-19
Studies how pre-existing credit union networks shape local resilience during COVID-19 and how these institutions adjust lending and balance sheet behavior in response to shocks.
Natural Disasters, Market Imbalances, and Advisor Misconduct
Examines how disaster-driven shifts in supply and demand in advisory markets affect misconduct behavior.
Robo-Advisors and Advisor Investment Behavior
Studies how robo-advisors reshape the portfolio choices and investment behavior of traditional financial advisors.