Evidence map›Paper›PMID 41790470›Full record

ArticleJAMA network open2026

Preferences for Shared Language for Health Equity Across the Political Spectrum.

Samantha X Y Wang, Sujin Song, Margaret C Nikolov, Zakary Tormala, Robert M Kaplan, Kevin Schulman

Abstract read
In one paragraph

Article in JAMA network open, 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

6 authors.

Samantha X Y WangDivision of Hospital Medicine, Department of Medicine, Stanford School of Medicine, Stanford, California.
Sujin SongClinical Excellence Research Center, Stanford School of Medicine, Stanford, California.
Margaret C NikolovClinical Excellence Research Center, Stanford School of Medicine, Stanford, California.
Zakary TormalaStanford Graduate School of Business, Stanford University, Stanford, California.
Robert M KaplanClinical Excellence Research Center, Stanford School of Medicine, Stanford, California.
Kevin SchulmanDivision of Hospital Medicine, Department of Medicine, Stanford School of Medicine, Stanford, California.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: The language used to describe health equity efforts has become increasingly contested. Understanding how language influences public attitudes is essential to effectively communicate equity-focused concepts across ideological groups. Objective: To assess the association of language and framing with public receptiveness to health equity concepts, including alignment of definitions with shared values, reactions to common terms, and preferences for public health framing statements. Design, Setting, and Participants: This cross-sectional online survey of 1000 US adults was conducted between April 9 and April 25, 2025, using an international public opinion research firm that recruited from a nonprobability-based online panel with matching and weighting to national benchmarks. Participants were stratified by age, sex, race and ethnicity, self-reported political ideology, and geographic region to approximate national demographics. Exposures: The survey included 3 modules: (1) random assignment to a definition of health equity or health equality with values-alignment questions; (2) evaluative reactions to 10 common health equity terms; and (3) preferences for 4 pairs of equivalent public health statements differing only in framing. Main Outcomes and Measures: Primary outcomes included participant ratings of values alignment (including personal values and values core to national identity, the latter of which were termed American values in the survey), evaluative reactions to equity-related terms (negative to nonnegative), and framing preferences across ideology groups. Descriptive statistics assessed values alignment, reactions to terms, and framing preferences. Results: Among 1000 US adults (weighted number, 513.2 [51.3%] female; 105.8 [10.6%] very liberal, 164.0 [16.4%] liberal, 344.0 [34.4%] moderate, 205.9 [20.6%] conservative, 98.7 [9.9%] very conservative, and 81.5 [8.2%] not sure), respondents represented a broad range of ages, racial and ethnic backgrounds, and educational attainment. Respondents assigned to the health equity definition reported higher alignment with personal values (42.9%-87.4% across groups) than those assigned to health equality (28.5%-79.0% across groups), with endorsement of either concept increasing progressively from very conservative to very liberal respondents (P < .001 in both cases). When assessing perceived core American values, health equity (47.0% [95% CI, 33.1%-60.8%]) was more frequently endorsed than health equality (21.1% [95% CI, 9.6%-32.5%]) among those identifying as very conservative. Four terms-accessible health care, health care investment, population health, and community health-were broadly well received (<10% negative responses in most groups), whereas the terms marginalized communities and inclusive health elicited more divergent reactions across ideologies (P < .01 in both cases). Collectivist (our health vs your health) and affirming (start, support, and increase) framings were consistently preferred across groups. Conclusions and Relevance: In this national online survey of 1000 US adults, respondents showed both ideological differences and areas of convergence in responses to health equity language and framing. These findings suggest that strategic use of broadly resonant terms and collective, affirming framings may foster understanding of and support for health initiatives across political ideologies.

Indexed as

Health EquityLanguagePoliticsPublic OpinionAdolescentAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedSurveys and QuestionnairesUnited StatesYoung Adult

Identifiers

PMID41790470
PMCPMC12966926

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.