We define risk transfer as the percent change in the market risk exposure for a group of investors over a given period. We estimate risk transfer using novel data on U.S. investors’ portfolio holdings, flows, and returns at the security level with comprehensive coverage across asset classes and broad coverage across the wealth distribution (including 400 billionaires). Our key finding is that risk transfer is small with a mean absolute value of 0.65% per quarter. Leading macro-finance models with heterogeneous investors predict risk transfer that exceeds our estimate by a factor greater than ten because investors react too much to the time-varying equity premium. Thus, the small risk transfer is a new moment to evaluate macro-finance models. We develop a model with inelastic demand, calibrated to the standard asset pricing moments on realized and expected stock returns, that explains the observed risk transfer. The model is adaptable to other macro-finance applications with heterogeneous households.

More on this topic

BFI Working Paper·Mar 20, 2025

Credit Card Entrepeneurs

Ufuk Akcigit, Raman S. Chhina, Seyit Cilasun, Javier Miranda, and Nicolas Serrano-Velarde
Topics: Financial Markets
BFI Working Paper·Mar 3, 2025

Venture Capital Start-up Selection

Young Soo Jang and Steven Neil Kaplan
Topics: Financial Markets
BFI Working Paper·Feb 10, 2025

Policy Interventions and China’s Stock Market in the Early Stages of the COVID-19 Pandemic

Steven Davis, Dingqian Liu, Xuguang Simon Sheng, and Yan Wang
Topics: COVID-19, Financial Markets