Evidence map›Paper›PMID 41148538›Full record

ArticleCommunity mental health journal2026

The Relative Understanding of Stigma About Health (RUSH) Study: The Role of Controllability and Knowledge in Explaining Condition-Specific Variability.

Charlotte S Zell, Steven R Thorp, Kenneth J Thompson

Abstract read
In one paragraph

Article in Community mental health journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Charlotte S ZellUniversity of Houston, Houston, TX, USA.
Steven R ThorpAlliant International University, San Diego, CA, USA. steven.thorp@alliant.edu.
Kenneth J ThompsonAlliant International University, San Diego, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Members of the U.S. public report negative stereotypes, prejudice, and discrimination towards individuals with a variety of health issues. The present study aimed to identify which health conditions and behaviors are most stigmatized and shed light on the factors that drive variation in stigma. A large, nationally representative sample of U.S. adults (N = 1,096) provided valid online survey responses to the Relative Understanding of Stigma about Health Index (RUSH-I), a novel instrument that assesses perceptions of controllability, knowledge, and perceptions of public stigma for 36 different conditions and behaviors. We hypothesized a positive relationship between controllability and stigma and an inverse relationship between knowledge and stigma. As hypothesized, stigma was substantially higher among conditions and behaviors that participants perceived as more controllable and about which they reported less knowledge. Controllability and knowledge accounted for over two-thirds of the variance in stigma across health issues. At the individual level, however, knowledge was positively related to stigma: Participants who reported more knowledge about a health condition or behavior tended to perceive greater stigma associated with it. Results showed that mental health conditions were generally more stigmatized than physical health conditions. Obesity was a notable exception, ranking as the most stigmatized health condition overall. These findings may help guide public health messaging, especially which conditions should be targets for stigma intervention. The findings also highlight important areas for further research, including elaborating the relationship between knowledge and stigma at both the individual and condition level.

Indexed as

Health Knowledge, Attitudes, PracticeSocial StigmaStereotypingAdolescentAdultAgedFemaleHumansMaleMiddle AgedSurveys and QuestionnairesUnited StatesYoung AdultDiscriminationMental healthPhysical healthPrejudiceStereotypes

Identifiers

PMID41148538
PMCPMC12963089

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.