Technical talk in bitcoin and equity

We investigate whether investors rely more on technical trading language to rationalise price movements in the absence of substantive information. Compared to equity markets, cryptocurrency markets are characterised by high volatility, often occurring without clear explanation from new information. We apply a machine-learning-based vocabulary of technical trading terms to comments from cryptocurrency- and equity-related subreddits on Reddit.com and analyse how investors use technical talk in different market conditions. We find a U-shaped relationship between technical talk and Bitcoin returns, with higher usage during extreme price movements, while technical talk on equity subreddits is concentrated around median market returns. Technical talk increases in cryptocurrency markets when news is scarce but rises in equity markets alongside greater news availability. Our results suggest that technical talk provides an important communication channel for social media users to describe price variation when information is scarce.

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Publication Details

Journal
The British Accounting Review
Published
2025-11-01
DOI
https://doi.org/10.1016/j.bar.2025.101784
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
0.00
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article

Technical talk in bitcoin and equity

Zhangxin Frank Liu, Lee A. Smales, Daniel Cahill
The British Accounting Review
Blockchain Technology Applications and Security
article

Technical talk in bitcoin and equity

Zhangxin Frank Liu, Lee A. Smales, Daniel Cahill
article en

Abstract

We investigate whether investors rely more on technical trading language to rationalise price movements in the absence of substantive information. Compared to equity markets, cryptocurrency markets are characterised by high volatility, often occurring without clear explanation from new information. We apply a machine-learning-based vocabulary of technical trading terms to comments from cryptocurrency- and equity-related subreddits on Reddit.com and analyse how investors use technical talk in different market conditions. We find a U-shaped relationship between technical talk and Bitcoin returns, with higher usage during extreme price movements, while technical talk on equity subreddits is concentrated around median market returns. Technical talk increases in cryptocurrency markets when news is scarce but rises in equity markets alongside greater news availability. Our results suggest that technical talk provides an important communication channel for social media users to describe price variation when information is scarce.

The British Accounting Review
The University of Western Australia (AU)
Openalex Percentile: Top 51%
Blockchain Technology Applications and Security
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Technical talk in bitcoin and equity — Zhangxin Frank Liu, Lee A. Smales, et al. · The British Accounting Review (2025) | TGRS Research Map | TGRS