🚨 Preprint of 21 country study

Those not vaxxed against COVID face prejudice, exceeding other targets such as immigrants: psyarxiv.com/t2g45/

A 🧵 on our findings, why they may be controversial, why they in any case are important & how they help remedy the problem.

(1/16)
Debates about COVID-19 vaccines are intense, involving vax mandates (bbc.com/news/world-eur…), strong protests (bbc.com/news/world-us-…) & sharp rhetoric (edition.cnn.com/2022/01/05/eur…). (2/16)
Political cleavages have previously been found to elicit prejudice (doi.org/10.1111/ajps.1…), e.g., exclusion from family relationships. Here we ask if there is prejudice between groups defined by COVID-19 vaccination status? (2/16)
Research have found antipathy across vax groups prior to the pandemic (pnas.org/content/117/26…) & using covid-vax intentions (pnas.org/content/118/13…). We lack data from the current polarized context & beyond English-speaking places. In Dec & Jan we collected data here. 👇 (3/16)
We used a conjoint experiment in representative surveys in 21 countries, reflecting 58 % of the world. Participants were presented with 3 pairs of 2 persons, and asked if they would be unhappy if a family member married the person (a standard measure in prejudice research) (4/16)
The vaxxed are 13 %-points less happy with an unvaxxed family member than a vaxxed. This is 2.5 times higher than for a frequent target of prejudice: Middle Eastern immigrants. Unvaxxed are prejudiced towards immigrants too; but do not show antipathy towards the vaxxed. (5/16)
It may be rational for the vaxxed to avoid the unvaxxed, given infection risk. Indeed, vaxxed fear infection from unvaxxed. But they also see them as untrustworthy and unintelligent, which are key drives of antipathy here & in general (doi.org/10.1177/096372…). (6/16)
Importantly, the unvaxxed holds no stereotypes about the vaxxed. In fact, they fear infection more from other unvaxxed than from the vaxxed! In light of frequent media stories about misinformation, the unvaxxed react surprisingly reasonable. (7/16)
At the country level, antipathy towards unvaxxed is related to few covid deaths (i.e. more concern about covid) & high social trust (i.e. stronger social norms). But there is little relationship between vax rates & antipathy: Many unvaxxed in countries with high antipathy. (8/16)
Is this prejudice? We pre-registered it as prejudice & believe it is. In psych, prejudice can be defined as "a negative evaluation of an individual that is significantly based on the individual’s group membership" (psycnet.apa.org/doiLanding?doi…). What we see conforms to this. (9/16)
But, according to some, this may not be prejudice because it is "acceptable": The unvaxxed evade their societal responsibility and put others at risk (thelancet.com/journals/lance…). We offer two arguments against this view. (10/16)
(1) Our data is from the omicron wave. Because of omicron's vaxx-evasion regarding infection (medrxiv.org/content/10.110…), the threat is less about being infected by the unvaxxed & more that the unvaxxed themselves get hospitalized (which is still also a collective threat). (11/16)
(2) The unvaxxed have reasons not captured by the stereotypes. They may have medical reasons, immunity from infection, mental illness that intensifies fear, negative experiences with health authorities (e.g. as a minority) or concerns due to prior public health scandals. (12/16)
BUT: even if you find that it is acceptable to exclude the unvaxxed, the costs are real. The unvaxxed already feel pressured (doi.org/10.1016/j.socs…) & already mistrust the mainstream (dx.doi.org/10.1136/bmjope…). The pressure from everyday exclusion will add to this. (13/16)
We hope that dissimination of our finding that the uvaxxed don't feel antipathy may temper strong prejudice against them. Thus, prior research shows that tolerance increases if negative metaperceptions of others are corrected (osf.io/8ftsx/). (14/16)
If not, it will entrench conflict further. Measures against the unvaxxed should be acts of sorrow, not moralistic triumph (). If societies become more divided, we will be less able to react in both this & the next crises (sciencedirect.com/science/articl…). (15/16)
The study was conducted with @boralexander1 & @FrederikJuhlJr1. You can find our data & materials here: osf.io/7hszd/. Given early feedback, we realize that our conclusions may be controversial & we welcome any thoughts. 🙏

(16/16)

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More from @M_B_Petersen

Feb 15
Pandemic fatigue & conflict are rampant

How to motivate people to keep up with continued threats in this context?

In @SciReports, we find that hope built via actionable advice is more effective than fear: nature.com/articles/s4159…

Fear sans hope can defy its own purpose

🧵(1/8)
Media, governments & influencers are often accused of "fear-mongering". Such strategy would clash with insights on risk-communication: doi.org/10.1111/bjhp.1…. Effective communication is clear about the threat *&* how to deal with the threat. Actionable advice builds hope. (2/8)
During the pandemic, we examined the relative efficacy of threat- & hope-oriented communication. The context was the race between the Alpha variant & implementation of vaccines. The need was to "buy time" via stronger interventions until vaccines took effect. (3/8)
Read 8 tweets
Feb 12
Omicron has raised a key question globally:

What is the end goal of pandemic management?

If you as a citizen don't know the answer to this, communication has failed.

Public support requires clear communication about goals & involved uncertainties, costs & benefits.

🧵(1/17)
Why is now more important than ever?

Because omicron has decoupled cases and epidemic severity.

Before all strategies led to suppressing cases.

With omicron, it is possible to suppress severe disease with vaccines & treatment without suppressing cases. (2/17)
Should countries suppress cases or suppress disease?

Hong Kong has imposed the toughest restrictions yet in the face of omicron, choosing to suppress cases: scmp.com/news/hong-kong…?

Scandinavia has lifted all restrictions, choosing to suppress severe disease. (3/17)
Read 17 tweets
Feb 10
PSA to anyone interested in informing public discourse about the severity of the epidemic situation in Denmark (and maybe elsewhere):

Show extreme care when sharing screenshots of cases & admissions from @OurWorldInData or similar

Let me explain in 3 plots. (1/6)
Omicron generates very high case counts but lower severity, disrupting the indicators & patterns we have all been tracking for 2 years.

The plots I'll now show are all from Danish Center for Disease Control's (@SSI_dk) weekly monitoring report: ssi.dk/-/media/cdn/fi…. (2/6)
#1

With a lot of infections many will be admitted with but not because of covid. The plot below shows the development. Red is "because of". Right now only 55 % of admissions with a positive test are because of covid. (3/6)
Read 6 tweets
Feb 3
Twitter is so terrible because with social media even the illiterate masses get to voice their views, right?

Wrong.

In a new preprint, we find that the most hateful in political discussions are more resourceful: Engaged, efficacious & educated: psyarxiv.com/tp93r/

🧵(1/10)
We obtained US survey participants' Twitter IDs in order to connect their psychological & political profile to Twitter activity (N=2012). In addition to toxicity & sentiment, we assessed their tweets' level of political hate with this classifier: psyarxiv.com/8m5dc/. (2/10)
Our preferred measure ("political hate") is significantly predicted by political engagement, political interest, internal efficacy and education. For toxicity and sentiment, results are in the same direction. We see no evidence that hostility is higher among the unengaged. (3/10)
Read 10 tweets
Feb 1
Today, Denmark lifted *all* restrictions, while cases are soaring.

The international reaction: Disbelief.

I am leading the largest Danish project on pandemic behavior & I am advising the gov.

Here is why Danes are still supportive. And what may be learned from this.

🧵(1/19) Image
The graph is from here: ft.com/content/037a3a…. It shows the complexity of the epidemic situation. Cases are extremely high, hospitalizations are rising and deaths are rising slowly too. But people in ICUs are dropping. (2/19) Image
Despite this, a clear majority of the public supports removing all restrictions (nyheder.tv2.dk/samfund/2022-0…). A minority (28 %) is concerned. (3/19) Image
Read 19 tweets
Jan 18
Today, I stood before the Danish parliament on a public hearing on social media & democracy

As a researcher of online hate, I could have spent hours. But I had 10 minutes, so I had to be focused

The title was "The Myths About Social Media"

Here is what I said👇

🧵(1/12)
The data is clear: We have a problem.

Citizens find online debates more hateful; the non-haters withdraw from the discussions; and politicians & public figures are harassed online.

But: There are myths about the causes. Solutions require correct problem-identification. (2/12)
Myth 1: A lot of misinfo on social media

No, research suggests there is little, shared by few & having small effects.

Those sharing misinfo are not dumb. But they have intense political animus, which motivates to share what fits their worldview, true or false.

(3/12)
Read 13 tweets

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