The distribution of neutral, negative and positive connotations of the word "guerra" in Italian daily newspapers across three time periods: 1901-1922, 1923-1945, 1946-1967

This study investigates the distribution of neutral, positive, and negative connotations of the word “guerra” (“war”) in Italian daily newspapers across three historical periods: 1901–1922, 1923–1945, and 1946–1967. Using the DiaCORIS diachronic corpus, 300 tokens of “guerra” were manually annotated for connotation and analyzed statistically with R. The first hypothesis—that non-neutral uses would dominate during the fascist period—was not supported, as neutral uses remained significant throughout. The second hypothesis—that positive connotations would peak under fascism and negative connotations during the Cold War—was partially confirmed: negative uses rose sharply after 1946 (86%), while positive uses declined to 14%. Chi-squared tests revealed no significant variation in neutral vs. non-neutral uses (p = 0.1994), but a strong association between positive/negative connotation and time period (Cramer’s V = 0.35, p < 0.0001). These findings suggest that while fascist propaganda influenced discourse, corpus balance and methodological constraints limit conclusions.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-01-15
DOI
https://doi.org/10.5281/zenodo.17938937
Primary Topic
Discourse Analysis in Language Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The distribution of neutral, negative and positive connotations of the word "guerra" in Italian daily newspapers across three time periods: 1901-1922, 1923-1945, 1946-1967

Zenodo (CERN European Organization for Nuclear Research)
Discourse Analysis in Language Studies
article

The distribution of neutral, negative and positive connotations of the word "guerra" in Italian daily newspapers across three time periods: 1901-1922, 1923-1945, 1946-1967

article en

Abstract

This study investigates the distribution of neutral, positive, and negative connotations of the word “guerra” (“war”) in Italian daily newspapers across three historical periods: 1901–1922, 1923–1945, and 1946–1967. Using the DiaCORIS diachronic corpus, 300 tokens of “guerra” were manually annotated for connotation and analyzed statistically with R. The first hypothesis—that non-neutral uses would dominate during the fascist period—was not supported, as neutral uses remained significant throughout. The second hypothesis—that positive connotations would peak under fascism and negative connotations during the Cold War—was partially confirmed: negative uses rose sharply after 1946 (86%), while positive uses declined to 14%. Chi-squared tests revealed no significant variation in neutral vs. non-neutral uses (p = 0.1994), but a strong association between positive/negative connotation and time period (Cramer’s V = 0.35, p < 0.0001). These findings suggest that while fascist propaganda influenced discourse, corpus balance and methodological constraints limit conclusions.

Zenodo (CERN European Organization for Nuclear Research)
University of Turin (IT)
Reduced inequalities
Openalex Percentile: Top 24%
Discourse Analysis in Language Studies
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.

The distribution of neutral, negative and positive connotations of the word "guerra" in Italian daily newspapers across three time periods: 1901-1922, 1923-1945, 1946-1967 · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS