Evidence map›Paper›PMID 41818786›Full record

ArticleATS scholar2026

Gendered Language in Letters of Recommendation for Interventional Pulmonology Fellowship Candidates.

Matthew Glick, Erin BeDiasi, Christine Argento, Jason Akulian, Laura Frye

Abstract read
In one paragraph

Article in ATS scholar, 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

5 authors.

Matthew GlickDivision of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah.ORCID 0000-0002-8110-106X
Erin BeDiasiDivision of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut.
Christine ArgentoSection of Interventional Pulmonology, Division of Pulmonary and Critical Care Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland; and.
Jason AkulianDivision of Pulmonary and Critical Care Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Laura FryeDivision of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSex-based disparities persist in procedural subspecialties, including interventional pulmonology (IP). Letters of recommendation (LORs) are critical in fellowship applications, and prior research suggests sex-based bias in LORs for female candidates.

objectiveTo evaluate gendered language and structural differences in LORs for IP fellowship candidates by applicant and letter writer sex.

methodsThis study analyzed 461 LORs from IP fellowship applications during the 2022 and 2023 cycles. LORs were deidentified and analyzed using the Linguistic Inquiry and Word Count program, supplemented by a custom dictionary capturing agentic, communal, and family terms. Statistical analyses assessed differences by applicant and letter writer sex, practice type, and academic rank.

resultsA total of 461 LORs were reviewed. No significant differences were found in LOR length by applicant or writer sex. The frequency of agentic and communal terms was similar across groups. However, female letter writers used significantly more family-related terms than male letter writers did (0.16 vs. 0.09; P = 0.002). Secondary analyses revealed no consistent meaningful differences by letter writer age, practice type, or rank.

conclusionThis study found limited evidence of sex-based bias in LORs for IP fellowship candidates. The results underscore the need for continued awareness and training to promote equity in the application process.

Indexed as

Correspondence as TopicFellowships and ScholarshipsLanguagePulmonary MedicineSexismFemaleHumansMalebiasgendergraduate medical educationinterventional pulmonologyletters of recommendation

Identifiers

PMID41818786
PMCPMC13230999

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.