The gap between you and your peers matters: The net peer momentum effect in China

We propose a new return predictive signal: the net peer momentum (NPM), defined as the excess return on analyst-connected firms (CF) over the focal firm. Examining its pricing effect in the Chinese equity market reveals a robust cross-sectional relationship: stocks with high NPM significantly outperform those with low NPM. Accordingly, a long-short strategy based on NPM quintiles earns over 1% per month. While both CF and NPM offer incremental pricing power, NPM exhibits a stronger effect, as it incorporates both information about peer firms and the degree of investor underreaction to such information.

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Publication Details

Journal
Modern Finance
Published
2025-08-14
DOI
https://doi.org/10.61351/mf.v3i3.347
Citations
3
Primary Topic
Corporate Finance and Governance
Type
article
Field-Weighted Citation Impact
11.73

Funders

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article

The gap between you and your peers matters: The net peer momentum effect in China

Adam Zaremba, Zhongwei Yao, Huaigang Long, Congcong Wang et al.
3 citations
Modern Finance
Corporate Finance and Governance
11.73
article

The gap between you and your peers matters: The net peer momentum effect in China

Adam Zaremba, Zhongwei Yao, Huaigang Long, Congcong Wang, Rui Zhu
article en
3 citations

Abstract

We propose a new return predictive signal: the net peer momentum (NPM), defined as the excess return on analyst-connected firms (CF) over the focal firm. Examining its pricing effect in the Chinese equity market reveals a robust cross-sectional relationship: stocks with high NPM significantly outperform those with low NPM. Accordingly, a long-short strategy based on NPM quintiles earns over 1% per month. While both CF and NPM offer incremental pricing power, NPM exhibits a stronger effect, as it incorporates both information about peer firms and the degree of investor underreaction to such information.

Modern FinanceVol. 3(3)
Poznań University of Economics and Business (PL), Zhejiang University of Finance and Economics (CN)
National Natural Science Foundation of China, Natural Science Foundation of Zhejiang Province
Openalex Percentile: Top 2%
Corporate Finance and Governance
11.73
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