Investor proximity, social media sentiment, and stock price informativeness in the UK market

We examine whether investor sentiment on social media carries different informational value based on geographic proximity to firms. Using geo-tagged Twitter data on UK-listed firms from 2017 to 2022, we construct local and non-local sentiment measures via FinBERT model and analyze their association with stock price synchronicity. We find that only local sentiment is significantly negatively related to synchronicity, suggesting stronger firm-specific information incorporation. The effect is weaker for larger firms. Our results highlight the role of geography in shaping the informational content of social media sentiment in financial markets.

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Publication Details

Journal
Journal of Media Economics
Published
2026-09-15
DOI
https://doi.org/10.1080/08997764.2026.2733257
Primary Topic
Financial Markets and Investment Strategies
Type
article
Field-Weighted Citation Impact
0.00
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article

Investor proximity, social media sentiment, and stock price informativeness in the UK market

Shiyi Zhang, Hao Zheng
Journal of Media Economics
Financial Markets and Investment Strategies
article

Investor proximity, social media sentiment, and stock price informativeness in the UK market

Shiyi Zhang, Hao Zheng
article en

Abstract

We examine whether investor sentiment on social media carries different informational value based on geographic proximity to firms. Using geo-tagged Twitter data on UK-listed firms from 2017 to 2022, we construct local and non-local sentiment measures via FinBERT model and analyze their association with stock price synchronicity. We find that only local sentiment is significantly negatively related to synchronicity, suggesting stronger firm-specific information incorporation. The effect is weaker for larger firms. Our results highlight the role of geography in shaping the informational content of social media sentiment in financial markets.

Journal of Media Economics
Hitotsubashi University (JP), Chongqing University (CN)
Openalex Percentile: Top 7%
Financial Markets and Investment Strategies
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