Is media sentiment associated with future conflict events?

Anne Jamison, Kristian Hoelscher, Jason Miklian, Witold Henisz, Brian Ganson

Advance (SAGE Preprints), University of Oslo, 2024

Publisher version → Cite

Is media sentiment a leading indicator of conflict events? Analysis through machine learning and natural language processing techniques allows us to gather and process sentiment data at unprecedented scale, depth, and accuracy. By measuring the emotional intensity and direction of text in news reports, this baseline study shows how media sentiment analysis can deliver new value for peace and conflict research. Using GDELT's global sample of more than five billion media articles, we test the relationship between sentiment data and conflict events. To achieve both spatial and temporal precision we utilize the PRIO-GRID data structure at daily and monthly intervals. We find that more conflictual sentiment is significantly associated with spatially and temporally proximate future conflict events as measured by the ACLED, SCAD and UCPD-GED datasets. We suggest that conflict sentiment can help us analyze conflict escalation processes more precisely.

Key Messages

  • More conflictual media sentiment is significantly associated with spatially and temporally proximate future conflict events.
  • The study tests sentiment against the ACLED, SCAD, and UCDP-GED datasets using GDELT's sample of more than five billion articles on the PRIO-GRID structure.
  • Media sentiment analysis provides a measurable leading signal for studying conflict escalation.

Research Topics

media sentiment conflict prediction data analysis conflict events

Citation

Anne Jamison, Kristian Hoelscher, Jason Miklian, Witold Henisz, Brian Ganson. “Is media sentiment associated with future conflict events?.” Advance (SAGE Preprints), University of Oslo, 2024.

Related Research Areas

BibTeX Citation
@article{miklian2024_is_media_sentiment,
  title = {Is media sentiment associated with future conflict events?},
  author = {Jamison, Anne and Hoelscher, Kristian and Miklian, Jason and Henisz, Witold and Ganson, Brian},
  journal = {Advance (SAGE Preprints), University of Oslo},
  year = {2024},
  doi = {10.31124/advance.24153438.v1},
  url = {https://miklian.org/papers/is-media-sentiment-associated-with-future-conflict-events/}
}