Informational Advantage of the Wealthy
(with Sumit Agarwal, Pulak Ghosh, and Poorya Kabir)
Presentations: NFA 2026*, CICF 2026, Five-Star Asia Pacific Workshop in Finance 2026*, NUS Economics*, NUS Finance
Abstract
Wealthier individuals earn systematically higher returns on their wealth, yet the channels
driving this return gap remain unclear. Using a proprietary dataset of over 90,000 Indian
retail investors, we document that average annual excess returns rise monotonically with
financial wealth, driven almost entirely by higher risk-adjusted returns, not by differences
in systematic risk. Exploiting India's 2015 reform of its insider-trading regulations, which
sharply increased the cost of trading on private information, we show that the risk-adjusted
return gap between the top 1% and the rest shrinks by 68%. The top 1% trade
disproportionately in stocks during proven insider-trading violation windows, and their
pre-announcement buying of M&A target firms disappears after the reform. To examine how
wealthier individuals obtain private information, we draw on information-network theory and
use two complementary proxies for investor connections to show that wealthier individuals
have better-informed connections. Overall, private information can generate substantial
return inequality even in stock markets commonly viewed as level playing fields.
Misconduct by Insurance Agents
(with Stephen Dimmock, Jesse Ellis, and William Gerken)
Presentations: Waseda Summer Workshop in Finance 2026*, NAIC*
Abstract
We examine whether misconduct by insurance agents is disciplined by the labor market. Past
misconduct strongly predicts future misconduct, making it an informative signal, yet the
labor market response is limited. Complaints modestly increase industry exit and
insurer-appointment terminations, but agents often replace lost appointments, leaving their
access to insurers largely unchanged. The response to complaints comes almost entirely from
Texas, the one state that posts complaints publicly, while complaints that are visible only
to regulators generate little response. Regulatory sanctions increase exit only when they
revoke a license, and even revoked agents usually remain in the industry, because licenses
are issued state by state. Among agents registered as both insurance agents and brokers,
insurance misconduct has stronger labor market consequences in the brokerage market than in
insurance, even though the agent and the conduct are the same. The findings show that
informative misconduct signals produce weak discipline unless institutions make the
misconduct visible to the market or a firm is responsible for acting on it.