Published and Accepted Papers

Time-Varying Risk Premia and Heterogeneous Labor Market Dynamics

with Dimitris Papanikolaou, Jonathan Rothbaum, and Lawrence Schmidt

Conditionally Accepted at the American Economic Review

Abstract

Using U.S. administrative data on worker earnings, we show that increases in risk premia lead to lower labor earnings, particularly for lower-paid workers. These declines are primarily driven by job separations. We build an equilibrium model of labor market search that quantitatively replicates the observed heterogeneity in labor market dynamics across worker earnings levels. Our findings underscore the role of time-varying risk premia as a key driver of labor market fluctuations and highlight the importance of both the job creation and the job destruction margins in understanding the heterogeneity in worker outcomes over the business cycle.

Belief Disagreement and Portfolio Choice

with Jonathan Parker, Antoinette Schoar, and Duncan Simester

Journal of Finance, December 2022, 77(6), 3191–3247

Abstract

Using proprietary financial data on millions of households, we show that likely-Republicans increased the equity share and market beta of their portfolios following the 2016 presidential election, while likely-Democrats rebalanced into safe assets. We provide evidence that this behavior was driven by investors interpreting public information based on different models of the world. We use detailed controls to rule out the main nonbelief-based channels such as income hedging needs, preferences, and local economic exposures. These findings are driven by a small share of investors making big changes, and are stronger among investors who trade more ex ante.

Working Papers

Wealth Fluctuations and Risk Preferences: Evidence from U.S. Investor Portfolios

February 2022

Revise and Resubmit at the Journal of Finance

Abstract

Using data on the portfolios and income of millions of U.S. retirement investors, I find that positive and persistent shocks to income lead to a significant increase in the portfolio equity share, while increases in financial wealth due to realized returns lead to a small decline. The positive net effect in the data is evidence for risk aversion that decreases in total wealth. I estimate a portfolio choice model that matches the reduced-form estimates with a significant degree of non-homotheticity in risk preferences. Decreasing relative risk aversion preferences significantly increase the share of wealth at the top of the distribution.

Risk Premia, Limited Firm Insurance, and Heterogeneous Earnings Risk

with Dimitris Papanikolaou and Lawrence Schmidt, July 2026

Abstract

We study how aggregate financial conditions shape the extent of firm insurance and, through it, labor income risk. In a directed search model with dynamic wage contracts and two-sided limited commitment, firms partially insure workers against idiosyncratic shocks, but this insurance erodes when risk premia rise and employment relationships lose value. The model predicts that the pass-through of firm shocks to worker earnings rises in bad times, especially for lower-paid workers near the separation margin, which is consistent with new evidence we document using U.S. administrative data. It also reproduces a broad set of features of earnings risk across workers and over time. We use the model to quantify objects the earnings process alone cannot identify: substantial welfare costs of idiosyncratic risk, high private discount rates on human capital, and large welfare gains from recession-contingent labor market transfers.

Idiosyncratic Income Risk, Precautionary Saving, and Asset Prices

December 2022

Abstract

Households are subject to substantial tail risk in individual labor income, and the amount of income risk fluctuates over the business cycle. This paper proposes a New Keynesian production-based asset pricing model where idiosyncratic labor income risk is a key source of priced risk in equity markets. Uninsured income tail risk drives the aggregate demand for consumption goods through a time-varying precautionary saving motive, generating cyclicality in firm cash flows. In the cross section, firms facing more elastic demand are more exposed to fluctuations in idiosyncratic tail risk. This risk exposure is compensated by a significant and countercyclical risk premium in equity returns. Empirical findings support the predictions of the model.

Financial Advisors and Retirees’ Risk-Taking [draft available upon request]

with Allison Cole, Alessandro Previtero, and Noah Stoffman, November 2025

Recipient of the TIAA Institute & Boettner/Pension Research Council (PRC) Partnership Grant on Behavioral Finance and Retirement