Do brokers manage the distribution of stock recommendations?

Abstract This study examines whether and how brokers manage the distribution of their stock recommendations. We document that if a broker's percentage of buy recommendations in a quarter is substantially higher than its target level, the broker issues significantly fewer buy recommendations than other brokers in the following quarter. This evidence remains robust after controlling for mean reversion in the data and varies systematically with brokers' expected benefits and costs of managing the distribution. Exploring possible methods to manage the distribution, we find evidence suggesting that brokers alter the timing of recommendation initiations and reiterations, and shift recommendations between adjacent quarters. Finally, we show that distribution management affects the informativeness of stock recommendations in the market.

Authors

Institutions

Publication Details

Journal
Contemporary Accounting Research
Published
2025-06-12
DOI
https://doi.org/10.1111/1911-3846.13058
Primary Topic
Financial Markets and Investment Strategies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Do brokers manage the distribution of stock recommendations?

Wen He, Jin Zhang
Contemporary Accounting Research
Financial Markets and Investment Strategies
article

Do brokers manage the distribution of stock recommendations?

Wen He, Jin Zhang
article en

Abstract

Abstract This study examines whether and how brokers manage the distribution of their stock recommendations. We document that if a broker's percentage of buy recommendations in a quarter is substantially higher than its target level, the broker issues significantly fewer buy recommendations than other brokers in the following quarter. This evidence remains robust after controlling for mean reversion in the data and varies systematically with brokers' expected benefits and costs of managing the distribution. Exploring possible methods to manage the distribution, we find evidence suggesting that brokers alter the timing of recommendation initiations and reiterations, and shift recommendations between adjacent quarters. Finally, we show that distribution management affects the informativeness of stock recommendations in the market.

Contemporary Accounting ResearchVol. 42(3)
Monash University (AU)
Accounting and Finance Association of Australia and New Zealand, Massey University, Monash University
Openalex Percentile: Top 82%
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.

Do brokers manage the distribution of stock recommendations? — Wen He, Jin Zhang · Contemporary Accounting Research (2025) | TGRS Research Map | TGRS