Quantifying Political Discourse Through Qualitative Claim Coding: A Pilot Study in Developing the Global Coherence Index Methodology

Working paper reporting a pilot application of the Discourse dimension of the Global Coherence Index (GCI) to five speeches by national leaders and the UN Secretary-General (December 2025 to January 2026). 757 claims were coded across 18 characteristics and assessed for verifiability and accuracy. The method is in active development and covers only the Discourse dimension, so no Coherence score is calculated. This record includes the paper (PDF) and a zip of additional files: a README with the methodology and file guide, a companion infographic, a blank coding template, process logs, the five coding workbooks with their transcripts, and an experimental sentiment analysis that is not part of the method.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23749674
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
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article

Quantifying Political Discourse Through Qualitative Claim Coding: A Pilot Study in Developing the Global Coherence Index Methodology

Quinn Riana Pascal
Zenodo (CERN European Organization for Nuclear Research)
Computational and Text Analysis Methods
article

Quantifying Political Discourse Through Qualitative Claim Coding: A Pilot Study in Developing the Global Coherence Index Methodology

Quinn Riana Pascal
article en

Abstract

Working paper reporting a pilot application of the Discourse dimension of the Global Coherence Index (GCI) to five speeches by national leaders and the UN Secretary-General (December 2025 to January 2026). 757 claims were coded across 18 characteristics and assessed for verifiability and accuracy. The method is in active development and covers only the Discourse dimension, so no Coherence score is calculated. This record includes the paper (PDF) and a zip of additional files: a README with the methodology and file guide, a companion infographic, a blank coding template, process logs, the five coding workbooks with their transcripts, and an experimental sentiment analysis that is not part of the method.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 5%
Computational and Text Analysis Methods
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