Flow and Form: Linguistic Fluency and CEO Engagement on Social Media

This study investigates how the linguistic style of CEO digital communication influences audience engagement. Using an NLP pipeline with a panel regression model on a data set of 19,566 tweets from CEOs, this study reveals that linguistic clarity and an on-platform focus are the most robust predictors of engagement; syntactic complexity and the inclusion of external URLs consistently deter engagement metrics. The effects of stylistic choices like emojis and hashtags are less consistent and depend on the type of engagement being measured. These results offer an expanded understanding of digital communication for CEOs and provide direct implications for business communication pedagogy.

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Publication Details

Journal
Business and Professional Communication Quarterly
Published
2026-01-04
DOI
https://doi.org/10.1177/23294906251404890
Primary Topic
Digital Communication and Language
Type
article
Field-Weighted Citation Impact
0.00
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article

Flow and Form: Linguistic Fluency and CEO Engagement on Social Media

Andres Guillermo Covilla-Martinez
Business and Professional Communication Quarterly
Digital Communication and Language
article

Flow and Form: Linguistic Fluency and CEO Engagement on Social Media

Andres Guillermo Covilla-Martinez
article en

Abstract

This study investigates how the linguistic style of CEO digital communication influences audience engagement. Using an NLP pipeline with a panel regression model on a data set of 19,566 tweets from CEOs, this study reveals that linguistic clarity and an on-platform focus are the most robust predictors of engagement; syntactic complexity and the inclusion of external URLs consistently deter engagement metrics. The effects of stylistic choices like emojis and hashtags are less consistent and depend on the type of engagement being measured. These results offer an expanded understanding of digital communication for CEOs and provide direct implications for business communication pedagogy.

Business and Professional Communication Quarterly
Høyskolen Kristiania (NO)
Reduced inequalities
Openalex Percentile: Top 97%
Digital Communication and Language
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