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.

Journal
Business and Professional Communication Quarterly
Published
2026-01-04
DOI
10.1177/23294906251404890
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  1. Business and Professional Communication Quarterly
  2. Business and Professional Communication Quarterly
  3. Business and Professional Communication Quarterly
  4. Business and Professional Communication Quarterly
  5. Journal of Business and Technical Communication
Also cites 53 works outside this index ↓
  1. Alter A. L. Oppenheimer D. M. (2009). Uniting the tribes of fluency to form a metacognitive nation. Personali…
  2. Andreotta M. Nugroho R. Hurlstone M. J. Boschetti F. Farrell S. Walker I. Paris C. (2019). Analyzing social m…
  3. Argenti P. A. (2017). Strategic communication in the C-suite. International Journal of Business Communication…
  4. Bao X. Sun B. Han M. Lin H. Lau R. Y. K. (2023). Quantifying the impact of CEO social media celebrity status …
  5. Barkley K. (2020). The impact of CEO ethnicity and language choice on crisis communication in Japan. Internat…
  6. Bazzaz Abkenar S. Haghi Kashani M. Mahdipour E. Jameii S. M. (2021). Big data analytics meets social media: A…
  7. Brysbaert M. Mandera P. Keuleers E. (2018). The word frequency effect in word processing: An updated review. …
  8. Calma A. Cotronei-Baird V. Chia A. (2022). Grammarly: An instructional intervention for writing enhancement i…
  9. Capriotti P. Ruesja L. (2018). How CEOs use twitter: A comparative analysis of Global and Latin American comp…
  10. Cartwright S. Liu H. Raddats C. (2021). Strategic use of social media within business-to-business (B2B) marke…
  11. Craig R. Amernic J. (2020). Benefits and pitfalls of a CEO’s personal Twitter messaging. Strategy and Leaders…
  12. Crombie W. Samujh H. (1999). Negative messages as strategic communication: A case study of a New Zealand comp…
  13. Davis S. W. Horváth C. Gretry A. Belei N. (2019). Say what? How the interplay of tweet readability and brand …
  14. de Chaisemartin C. D’Haultfoeuille X. (2020). Two-way fixed effects estimators with heterogeneous treatment e…
  15. Deng Q. Wang Y. Rod M. Ji S. (2021). Speak to head and heart: The effects of linguistic features on B2B brand…
  16. Fang Z. Costas R. Wouters P. (2022). User engagement with scholarly tweets of scientific papers: A large-scal…
  17. Goodman-Bacon A. (2021). Difference-in-differences with variation in treatment timing. Journal of Econometric…
  18. Grover P. Kar A. K. Ilavarasan P. V. (2019). Impact of corporate social responsibility on reputation—Insights…
  19. Heavey C. Simsek Z. Kyprianou C. Risius M. (2020). How do strategic leaders engage with social media? A theor…
  20. Helens-Hart R. (2025). Strategic business communication: A competency-based approach to writing speaking and …
  21. Huang L. V. Yeo T. E. D. (2018). Tweeting #Leaders: Social media communication and retweetability of Fortune …
  22. Huynh T. L. D. (2023). When Elon Musk changes his tone does Bitcoin adjust its tune? Computational Economics …
  23. Hwang S. (2012). The strategic use of Twitter to manage personal public relations. Public Relations Review 38…
  24. Hyland K. (1998). Exploring corporate rhetoric: Metadiscourse in the CEO’s letter. Journal of Business Commun…
  25. Imai K. Kim I. S. (2021). On the use of two-way fixed effects regression models for causal inference with pan…
  26. Ingerson K. Bruce J. (2013). Leadership in the Twitterverse. Journal of Leadership Studies 7(3) 74–83. https:…
  27. Khawaja M. A. Chen F. Marcus N. (2014). Measuring cognitive load using linguistic features: Implications for …
  28. Kim S. (2023). Entrepreneurial CEO’s intended public language clarity as a strategic tool for corporate commu…
  29. Labrecque L. I. Swani K. Stephen A. T. (2020). The impact of pronoun choices on consumer engagement actions: …
  30. Lovejoy K. Saxton G. D. (2012). Information community and action: How nonprofit organizations use Social Medi…
  31. Magno F. Cassia F. (2019). Establishing thought leadership through social media in B2B settings: Effects on c…
  32. Marwick A. E. Boyd D. (2011). I tweet honestly I tweet passionately: Twitter users context collapse and the i…
  33. Men L. R. (2015). The internal communication role of the chief executive officer: Communication channels styl…
  34. Men L. R. Tsai W.-H. S. (2016). Public engagement with CEOs on social media: Motivations and relational outco…
  35. Men L. R. Tsai W.-H. S. Chen Z. F. Ji Y. G. (2018). Social presence and digital dialogic communication: Engag…
  36. Mikk J. (2008). Sentence length for revealing the cognitive load reversal effect in text comprehension. Educa…
  37. Moore R. (2019). “Context collapse” on a small island. Language Culture and Society 1(2) 267–285. https://doi…
  38. Oppenheimer D. M. (2006). Consequences of erudite vernacular utilized irrespective of necessity: Problems wit…
  39. 10.1007/978-1-4612-4964-1_1
  40. Prasad A. Mir R. (2002). Digging deep for meaning: A critical hermeneutic analysis of CEO letters to sharehol…
  41. Rangarajan D. Gelb B. D. Vandaveer A. (2017). Strategic personal branding—And how it pays off. Business Horiz…
  42. Reber R. Schwarz N. Winkielman P. (2004). Processing fluency and aesthetic pleasure: Is beauty in the perceiv…
  43. Schultz C. D. (2017). Proposing to your fans: Which brand post characteristics drive consumer engagement acti…
  44. Shulman H. C. Markowitz D. M. Rogers T. (2024). Reading dies in complexity: Online news consumers prefer simp…
  45. Sun W. (2024). Credibility-enhancing tactics for social media corporate disclosures. Accounting and Business …
  46. Tausczik Y. R. Pennebaker J. W. (2010). The psychological meaning of words: LIWC and computerized text analys…
  47. Tsai W.-H. S. Men L. R. (2017). Social CEOs: The effects of CEOs’ communication styles and parasocial interac…
  48. Villarroel Ordenes F. Grewal D. Ludwig S. Ruyter K. D. Mahr D. Wetzels M. (2019). Cutting through content clu…
  49. Winkielman P. Cacioppo J. T. (2001). Mind at ease puts a smile on the face: Psychophysiological evidence that…
  50. Wu L. Dodoo N. A. Choi C.-W. (2023). Brand anthropomorphism on Twitter: Communication strategies and consumer…
  51. Wu T. Reynolds J. Wu J. Schlegelmilch B. B. (2022). CEOs as corporate ambassadors: Deciphering leadership com…
  52. Yadav H. Kumar Kar A. Kashiramka S. Rana N. P. (2024). How does change in CEOs’ strategic orientations in the…
  53. Yue C. A. Thelen P. Robinson K. Men L. R. (2019). How do CEOs communicate on Twitter? A comparative study bet…
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