The state and evolution of communication research: A topic modeling analysis of 20,000 journal article abstracts from 1918-2015

Stephen A. Rains, David M. Keating, John A. Banas, Adam S. Richards, Nicholas A. Palomares

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

Tremendous growth in the communication discipline during the past century has raised fundamental questions about what it means to study human communication. This project reports an attempt at answering such questions by exploring the themes that animate communication scholarship over time and across journals sponsored by different scholarly organizations. We used topic modeling to examine the abstracts of more than 20,000 articles across 22 journals from their beginnings through 2015. The results offer insights about the state and evolution of communication scholarship. Research has evolved from being predominately focused on pedagogy to examining a wide variety of phenomena that mark an increasingly diverse field. The role of scholarly organizations in contributing to disciplinary fragmentation is considered, as well as the field’s relatively limited focus on underlying and contextually-transcendent processes in favor of specific communication contexts.

Original languageEnglish (US)
Pages (from-to)203-234
Number of pages32
JournalComputational Communication Research
Volume2
Issue number2
DOIs
StatePublished - 2020

Keywords

  • Communication
  • Journal articles
  • Latent Dirichlet allocation
  • Scholarship
  • Topic modeling

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Linguistics and Language

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