Evidence map›Paper›PMID 40773452›Full record

ArticlePLOS digital health2025

Social justice and social media: How medical schools display critical consciousness online.

Eray Yilmaz, Keegan D'Mello, Amrit Kirpalani

Abstract read
In one paragraph

Article in PLOS digital health, 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
–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.

Eray YilmazDepartment of Paediatrics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.
Keegan D'MelloDepartment of Paediatrics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.
Amrit KirpalaniDepartment of Paediatrics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID https://orcid.org/0000-0001-7567-9052

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Academic medical institutions have a pivotal role in addressing the inequalities faced by marginalized populations, especially by promoting values of social justice on online platforms that not only reach the medical sphere, but also the broader public. Central to this transformative agenda is the framework of critical consciousness (CC), which compels individuals to develop an acute awareness of societal inequalities and power dynamics and act as agents of change against inequalities across society. To investigate if and how medical schools use X (formerly Twitter) to display CC, tweets from March 22 - June 22, 2023 from all available Canadian medical school Twitter accounts were obtained and deductively coded. First, a content analysis was performed to collate and categorize tweets related to CC, followed by a critical discourse analysis with a CC framework to examine the role of language in conveying messages about equity and medical education. Of the 3442 tweets reviewed, 554 displayed CC (16.12%). The content analysis revealed that Empowerment of Marginalized Populations was the most prominent display of CC amongst tweets (n = 286), whereas there was a paucity of messaging around Intersectionality (n = 20). The critical discourse analysis revealed that language was purposefully used to positively spotlight equity-deserving individuals (e.g., "celebrate" and "recognize") with minimal dialogue framing institutions as agents of systemic power differentials. Medical schools ultimately advocate for positive change by sharing awareness-raising content that celebrate marginalized communities. However, the step beyond surface-level awareness-raising content towards critical self-reflection that acknowledged institutions' roles in perpetuating inequities was largely limited; this represents a missed opportunity to leverage the power of social media and engage in meaningful dialogue online to build trust between the healthcare sector and the public.

Identifiers

PMID40773452
PMCPMC12331073

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.