Evidence map›Paper›PMID 39990185›Full record

ArticleJournal of market access & health policy2025

Musculoskeletal Magazine Advertising Focuses on White Individuals and Overlooks Minority Consumers.

Wei Shao Tung, Kelsey A Rankin, Robert John Oris, Adithi Wijesekera, Daniel H Wiznia

Abstract read
In one paragraph

Article in Journal of market access & health policy, 2025. 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
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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

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5 · Who and what money

Authors and funding

5 authors.

Wei Shao TungDepartment of Orthopaedics and Rehabilitation, Yale University, New Haven, CT 06510, USA; adithiwij@gmail.com (A.W.); daniel.wiznia@yale.edu (D.H.W.).ORCID https://orcid.org/0000-0002-5525-3027
Kelsey A RankinDepartment of General Surgery, University of California San Francisco, San Francisco, CA 94143, USA; kelsey.rankin@ucsf.edu.
Robert John OrisFeinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA; orisrj@gmail.com.ORCID https://orcid.org/0000-0001-8743-0860
Adithi WijesekeraDepartment of Orthopaedics and Rehabilitation, Yale University, New Haven, CT 06510, USA; adithiwij@gmail.com (A.W.); daniel.wiznia@yale.edu (D.H.W.).
Daniel H WizniaDepartment of Orthopaedics and Rehabilitation, Yale University, New Haven, CT 06510, USA; adithiwij@gmail.com (A.W.); daniel.wiznia@yale.edu (D.H.W.).

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
NCATS NIH HHS UL1 TR001863
6 · The paper itself

Abstract

introductionDemographic disparities in musculoskeletal (MSK) health exist in the US. Racial representation in advertising has been shown to influence consumer behavior and buying patterns. Direct-to-consumer advertising that does not target a racially diverse audience may exacerbate MSK disparities by failing to reach minorities. We explore the hypothesis that minorities are underrepresented in direct-to-consumer MSK advertisements in this cross-sectional analysis.

methodsUsing magazines from four databases, eight health-related magazine types were selected and advertisement categories were established. Racial distribution was analyzed using Pearson's Chi-squared and Chi-squared tests. Fisher's Exact test was used when >20% of cells had expected frequencies <5. Significance was set at α = 0.05.

resultsOf the advertisements featuring at least one model, 68.5% featured a white-presenting model, followed by 17.6% with a black model. Further, 92.7% of advertisements were monoethnic or monoracial with an overrepresentation of white models ( DISCUSSION: The causes of musculoskeletal health disparities are multifactorial. One potential influence is adjacent industries such as MSK health-related advertisements. When controlling for US population demographics, white models were overrepresented and minority race models were underrepresented, demonstrating racioethnic disparities in MSK advertising. Improving the racial and ethnic diversity of models within MSK advertisements may serve to improve patient perceptions of orthopaedic products and services and improve MSK disparities.

Indexed as

direct-to-consumer advertisingmusculoskeletal healthracial disparities

Identifiers

PMID39990185
PMCPMC11843984

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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.