What the study found
The study says agenda-setting research has grown out of the 1972 work of McCombs and Shaw and has developed across communications and political science. It also identifies methodological innovation as a major feature of that development, including the use of computer technology, text as data, automated classification systems, and artificial intelligence.
Why the authors say this matters
The authors conclude that these developments create possible future directions for the field. They suggest that the expansion of computer-based methods and AI changes what kinds of coding and analysis are possible in agenda-setting studies.
What the researchers tested
The article assesses the impact of the 1972 McCombs and Shaw work and describes the literature that followed from it. It focuses on the field's development and on methodological changes enabled by more powerful computers, text analysis, automated classification, and AI technologies.
What worked and what didn't
The abstract reports that the authors describe these methodological innovations and possible future directions, but it does not provide specific comparative results or say that any one method worked better than another. It does not identify failed approaches.
What to keep in mind
The available abstract is broad and does not give detailed findings, examples, or evidence for specific claims. It also does not describe limitations beyond the general scope of the review.
Key points
- The article traces agenda-setting studies back to the 1972 work of McCombs and Shaw.
- It says the literature developed in both communications and political science.
- The authors highlight methodological innovations, including text as data, automated classification, and AI.
- The abstract points to possible future directions for the field.
- No specific comparative results or limitations are reported in the abstract.
Disclosure
- Research title:
- Agenda-setting research expanded through new methods and AI
- Authors:
- Frank Baumgartner, Shaun Bevan, Miklós Sebők
- Institutions:
- University of North Carolina at Chapel Hill, University of Edinburgh, Eötvös Loránd University, Centre for Social Sciences
- Publication date:
- 2026-02-26
- OpenAlex record:
- View
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