Similar Moral Values, Different Agendas? U.S. Politicians’ Use of Moral Language Is Issue-Specific

What moral values do politicians on the right and left invoke in their rhetoric, and do they emphasize different issues when appealing to these values? We used Structured Topic Models (STM) combined with a word embedding model to examine U.S. politicians’ use of moral language and identify the issues Democrats and Republicans moralize most on X (formerly Twitter). Analyzing 1,578,057 posts from U.S. members of Congress (2019–2023), we found that (1) Democrats and Republicans did not differ meaningfully in what kinds of moral language they used but that (2) they used moral language for different issues. For example, Republicans used language reflecting harm and care to criticize Democratic economic policies, whereas Democrats used it to criticize Trump’s immigration policies. These findings suggest that politicians on the right and left rhetorically invoke similar moral values but do so to highlight different issues.

Authors

Publication Details

Published
2025-08-27
DOI
https://doi.org/10.31234/osf.io/ds4vk_v2
Primary Topic
Academic Freedom and Politics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Similar Moral Values, Different Agendas? U.S. Politicians’ Use of Moral Language Is Issue-Specific

Enrique Muñoz de Cote, Sze Yuh Nina Wang, Yoel Inbar
Academic Freedom and Politics
article

Similar Moral Values, Different Agendas? U.S. Politicians’ Use of Moral Language Is Issue-Specific

Enrique Muñoz de Cote, Sze Yuh Nina Wang, Yoel Inbar
article en

Abstract

What moral values do politicians on the right and left invoke in their rhetoric, and do they emphasize different issues when appealing to these values? We used Structured Topic Models (STM) combined with a word embedding model to examine U.S. politicians’ use of moral language and identify the issues Democrats and Republicans moralize most on X (formerly Twitter). Analyzing 1,578,057 posts from U.S. members of Congress (2019–2023), we found that (1) Democrats and Republicans did not differ meaningfully in what kinds of moral language they used but that (2) they used moral language for different issues. For example, Republicans used language reflecting harm and care to criticize Democratic economic policies, whereas Democrats used it to criticize Trump’s immigration policies. These findings suggest that politicians on the right and left rhetorically invoke similar moral values but do so to highlight different issues.

Openalex Percentile: Top 73%
Academic Freedom and Politics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.