Evidence map›Paper›PMID 42294568›Full record

ArticleMedical education online2026

Inaugural year of preference signaling in im subspecialty fellowships: multi-institutional survey about program director perceptions, benefits, and challenges.

Radhika Narla, Robin Stiller, Laura A Huppert

Abstract read
In one paragraph

Article in Medical education online, 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
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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

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.

Radhika NarlaDivision of Endocrinology, Metabolism, and Nutrition, Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA.
Robin StillerDivision of Pulmonary, Allergy and Critical Care Medicine, Oregon Health and Science University, Portland, OR, USA.
Laura A HuppertDepartment of Medicine, Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPreference signalling was introduced into internal medicine subspecialty fellowship recruitment in the 2025-2026 cycle, adding a new consideration for applicants, mentors, and fellowship programs. We sought to characterize program director (PD) perceptions of signalling during this inaugural cycle and identify implications for advising.

methodsWe conducted a cross-sectional anonymous survey of PDs in five internal medicine subspecialties at three West Coast academic institutions (University of Washington, Oregon Health & Science University, and University of California, San Francisco) from December 2025 to January 2026. Quantitative responses were summarized descriptively, and free-text responses were analyzed using inductive content analysis.

resultsEleven of 15 PDs responded (73%). Ten of 11 respondents (91%) agreed that signalling helped identify applicants with genuine interest, and 10 of 11 (91%) agreed that it streamlined interview selection. However, signalling was not perceived to reduce overall review burden. Common challenges included interpreting a 'no signal' (7/11, 64%), uncertainty about how much weight to assign signals (5/11, 45%), ambiguity regarding whether home-institution applicants should signal, and inconsistent interpretation of tiered signals across programs. PDs emphasized the importance of transparency and consistency in signalling practices.

conclusionsIn this early multi-institutional experience, preference signalling was valued as a practical screen-in tool, but its interpretation remained variable across programs. For educators, the main challenge is not deciding whether signalling matters but helping applicants navigate how it is used in different subspecialty contexts. More consistent communication about non-signals, home-institution expectations, and tiered signals may improve advising, transparency, and trust in the fellowship recruitment process.

Indexed as

Fellowships and ScholarshipsInternal MedicinePersonnel SelectionCross-Sectional StudiesHumansSurveys and Questionnairesfellowship applicationsgraduate medical educationinternal medicinemedical education (GME)medicine subspecialty fellowshipPreference signallingprogram director perspectives

Identifiers

PMID42294568
PMCPMC13270860

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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.