Wednesday, May 31, 2023

Negativity bias helps explain war terms, dismissing
peace in study of Ukraine-Russia war news

In the previous two blogs, I’ve laid out a recent study I conducted that examined war vs. peace journalism terms in Ukraine war coverage. See the two blogs below for details. Today, I wrap up this presentation with a discussion of my findings, of possible solutions, and suggestions for further research. --Ed

Discussion
The findings showing a 5-1 dominance of traditional war terms vs. peace journalism terms (R1, Chart 1) are consistent with studies cited earlier (Afghanistan, Iraq, Myanmar, Kashmir) that indicate a long-standing media bias towards traditional/war framing.

These findings are also consistent with research indicating a news media bias toward the negative—in this instance, battles and tanks and killing rather than peace and compromise. Certainly, this can be found in content analysis data about COVID that showed a strong negativity bias.[i] This negativity bias can also be found more broadly across media. The results of one recent study showed an increase of “sentiment negativity” in headlines across written news media since the year 2000. The researchers noted, “The chronological analysis of headlines emotionality shows a growing proportion of headlines denoting anger, fear, and sadness and a decrease in the prevalence of emotionally neutral headlines across the studied outlets over the 2000–2019 interval.”[ii] This may be partially due to the fact that most news consumers pay more attention to negative news than to positive news, according to a study from the National Academy of Sciences in 2019 that quizzed 1,000 respondents in 17 countries. [iii]

Negativity bias can also be used to at least partially explain the second set (R2, Chart 2) of findings that show a substantial presence (41.8%) of words used to dismiss peace settlement proposals and activities.

The most prevalent dismissive language was used in a way denigrated peace settlements because they were perceived to be pro-Russian. In fact, “favors Russia” and “benefits Russia” received the highest number of hits under each of the settlement terms searched. “Benefits Russia,” for example, appeared in 25.8% of all Russia Ukraine war stories that contained the word “negotiation.” One might easily theorize that the prevalence of these terms indicates not just a bias towards traditional/war journalism, but also a pro-Western, anti-Russian bias (some might say xenophobia) generally observed in coverage of the war.

Solutions
One solution to the biased, negative, emotive, inflammatory word usage and warmongering story framing would be to more widely practice peace journalism. PJ’s principles could be applied to war coverage that:

a. Gives voice to the voiceless. In this context, this would mean focusing more on everyday people rather than leaders, and giving voice to those who have been victimized;
b. Rejects propaganda, which in wartime, is often bellicose and chocked full of inflammatory and emotive language;
c. Rejects ‘us vs. them’ storytelling. During wartime, this would acknowledge suffering and innocent victimhood (see a. above) on all sides.
d. Rejects overly simple, stereotyped portrayals of all groups, as in “all Ukrainians are fascists” or “all Russian are bloodthirsty monsters.” Reporting must be more nuanced.
e. More carefully chooses words, rejecting overuse of bellicose war terminology and emphasizing instead the language of reconciliation;
f. Gives peacemakers and peace proposals a voice proportionate to war proponents.
g. Rejects reflexive dismissiveness and marginalization of peace proposals, and considers peace proposals and settlement ideas equally regardless of the source.

Additional Research
Further studies could build and expand on these findings. Researchers could explore:

a. Peace/war language across many months, or between longer periods in 2022 and 2023.
b. Peace/war language by region, comparing Ukrainian, Russian, and Western media, for example, in their use of peace/war terminology.
c. Themes present in Russia Ukraine war reporting (anger, bellicosity, conciliation, sadness, etc.). This comparison could also look at the differences among Ukrainian, Russian, and Western media.
d. Anti-Russia word use and framing by Western media in reporting about the war. Also, does this framing vary by country/region (the U.S. as compared to EU countries, for example).
e. Images of war (still pictures and video). What themes and biases do they reflect? Are they consistent with the principles of peace journalism?


[i] Leonhardt, D. (2021, 24 March). Bad News Bias. New York Times.  https://www.nytimes.com/2021/03/24/briefing/boulder-shooting-george-segal-astrazeneca.html

[ii] Rozado, D., Hughes, R., & Halberstadt, J. (2022, 18 October). Longitudinal analysis of sentiment and emotion in news media headlines using automated labelling with Transformer language models. Plos One. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0276367 .

[iii] Khan, A. (2019, 5 September). Why People Respond to Negative News. Los Angeles Times.

https://www.latimes.com/science/story/2019-09-05/why-people-respond-to-negative-news


Monday, May 22, 2023

Study Part II: Stories dismiss Ukraine-Russia peace efforts
I recently conducted a small study that examines language usage in coverage of the Ukraine-Russia war. It’s not surprising that traditional/war language outnumbered peace/peace journalism language 5 to 1. (See above, previous blog, for details). Next, I looked at the language used in articles that did discuss peace. Was this language dismissive? See Part II of my study below.--Ed

Findings: R2-Language Dismissing Peace
In addition to being outnumbered almost exactly 5 to 1, the stories containing the peace/peace journalism terms most closely associated with reaching a settlement often included word choices that indicate a framing that dismisses peace and peace settlement.

A second set of searches (R2) was conducted in Nexis Uni during March, 2023 that focused on the word choice and framing of stories that contained words that indicated a discussion within that story of a possible settlement to the war. The settlement terms searched, as indicated in Chart 1, were “peace talks,” “negotiations,” “cease fire,” and “treaty.” These four terms totaled 3431 total hits. The second search (R2) was done using “dismissive terms”—words that, if present, would indicate a framing that dismisses, marginalizes, and criticizes efforts at a settlement. The dismissive terms searched were “impossible,” “not realistic,” “favors Russia,” and “benefits Russia.” For example, within the search findings for “Russia Ukraine War,” the second search sought stories using both the terms “negotiation” and “impossible,” and then “negotiation and “not realistic,” “negotiation” and “favors Russia,” and “negotiation” and “benefits Russia.” Then, the same was done for the other three settlement terms—“cease fire,” “peace talks,” and “treaty.”

See chart below.

Chart 2: Prevalence of Dismissive Terms

Settlement term

Number hits

Number of dismissive term hits within each settlement term

% of stories w/settlement and dismissive term

Negotiation

647

425

65.6

Cease fire

329

147

44.6

Peace talks

889

241

27.1

Treaty

1566

624

39.8

TOTAL

3431

1437

41.8

NOTES:
Breakdown of dismissive terms for each settlement term:

a. Negotiation-Impossible 75; Not realistic 34; Favors Russia 149; Benefits Russia 167
b. Cease fire—Impossible 25, Not realistic 15; Favors Russia 43; Benefits Russia 66
c. Peace talks—Impossible 51; Not realistic 3; Favors Russia 69; Benefits Russia 118
d. Treaty—Impossible 147, Not realistic 35; Favors Russia 237; Benefits Russia 205

While not present in all articles discussing a possible settlement, the wide use of dismissive terms in 41.8% of settlement articles is enough to confirm the hypothesis H2, “Word usage within stories discussing a settlement will indicate a framing that is anti-settlement.”

Next week, we’ll take a look at a discussion of these findings, as well as possible solutions.


Wednesday, May 10, 2023

Part 1: Study examines language in Ukraine war coverage
I recently conducted a small study that examines language usage in coverage of the Ukraine-Russia war. The details and results are below. It’s not surprising that traditional/war language outnumbered peace/peace journalism language 5 to 1. --Ed

This study examines language used in reporting about the Russia-Ukraine war, and discusses whether the language used in this reporting reflects traditional/war framing or peace journalism framing.

Research question R1: Regarding Russia-Ukraine war news coverage, does the language used reflect a traditional/war orientation, or a peace journalism orientation?

Research question R2: Within stories discussing a possible settlement to the war, is language used that would indicate a framing that dismisses, marginalizes, and criticizes a potential settlement?

Both questions are researched the Nexis Uni (formerly Lexis-Nexis) database. It analyzes the prevalence of violent, emotive, inflammatory language, and peace language, in news content, specifically newspapers, magazines/journalists, newswires/press releases, and broadcast transcripts for the month of March, 2023. For example, a search was done for “Russia Ukraine War,” then a second search done within the “Russia Ukraine War”  results for a word or term like “battle.”

The content analysis used was based on a revised version of a widely published chart comparing peace journalism and war (traditional) journalism approaches. A version of this chart was first published by Jake Lynch and Annabel McGoldrick in Peace Journalism in 2005, and can be seen in the Lynch/Freear Afghanistan study paper (2023), Table 1.

The traditional/war journalism terms searched for (R1) all highlight (and in some cases sensationalize) violence, and are emotive and inflammatory. The peace journalism terms all highlight peace and peace initiatives.

Findings: R1-War vs Peace Language
The study’s findings are contained in the chart below.

Chart 1: Traditional vs. Peace Journalism terms

Traditional/war journalism language

Number

Peace/peace journalism language

Number

Battle

4428

Negotiations

647

Weapons

6927

Peace Talks

889

Attack.

8111

Cease Fire

329

Offensive

2695

Peace

6275

War Crimes

4193

Treaty

1566

Tank

3989

Mediation

763

Prisoner

9393

Reconciliation

336

Killing

19312

Justice

3074

Refugee

6868

Reparations

116

Missile

8443

Compromise

926

TOTAL

74,359

TOTAL

14,923

NOTES:
a. Total number of articles on Nexis Uni in March, 2023 for “Russia Ukraine War”—355,979. 309,724 articles were from newspapers, 30,451 from broadcast transcripts, and 15,804 from magazines and journals.
b. Total number of hits for the 20 traditional/war terms and the peace/peace journalism terms  combined-89,282

NOTE: DETAILS AND FINDINGS ABOUT RESEARCH QUESTION 2, AND A DISCUSSION OF THESE FINDINGS, WILL BE GIVEN IN MY NEXT BLOG POST. STAY TUNED.