Financial Advisors and Investors’ Bias

Abstract We study an intervention by a brokerage firm providing advisory services to high-net-worth investors. In 2018, the firm changed the information displayed on its internal platform, so that financial advisors could no longer observe which clients’ holdings were in paper gain or loss. Using data on portfolio stock transactions between 2016 and 2021, we show that, while all investors exhibit a significant disposition effect before 2018, that is, a greater propensity to realize gains than losses, highly advised investors see their bias significantly reduced afterward. Our paper shows financial firms can successfully reduce clients’ biases by appropriately manipulating advisors’ information.

Authors

Institutions

Publication Details

Journal
Review of Financial Studies
Published
2025-10-24
DOI
https://doi.org/10.1093/rfs/hhaf090
Primary Topic
Financial Markets and Investment Strategies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Financial Advisors and Investors’ Bias

Marianne Andries, Maxime Bonelli, David Sraer
Review of Financial Studies
Financial Markets and Investment Strategies
article

Financial Advisors and Investors’ Bias

Marianne Andries, Maxime Bonelli, David Sraer
article en

Abstract

Abstract We study an intervention by a brokerage firm providing advisory services to high-net-worth investors. In 2018, the firm changed the information displayed on its internal platform, so that financial advisors could no longer observe which clients’ holdings were in paper gain or loss. Using data on portfolio stock transactions between 2016 and 2021, we show that, while all investors exhibit a significant disposition effect before 2018, that is, a greater propensity to realize gains than losses, highly advised investors see their bias significantly reduced afterward. Our paper shows financial firms can successfully reduce clients’ biases by appropriately manipulating advisors’ information.

Review of Financial Studies
University of Southern California (US), California Southern University (US), London Business School (GB), University of California, Berkeley (US)
Openalex Percentile: Top 60%
Financial Markets and Investment Strategies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.