Evidence map›Paper›PMID 41640899›Full record

ArticleCureus2026

Assessing the Gaps in Medical Student Usages of Professional Interpreter Services When Caring for Patients With Limited English Proficiency.

Antonia Oladipo, Claire Wolford, Christina Sheedy, Ofelia Martinez, Sara Bittman

Abstract read
In one paragraph

Article in Cureus, 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.

Antonia OladipoObstetrics and Gynecology, Hackensack University Medical Center, Hackensack, USA.
Claire WolfordObstetrics and Gynecology, Hackensack University Medical Center, Hackensack, USA.
Christina SheedyFamily Medicine, CentraState Medical Center, Freehold, USA.
Ofelia MartinezMedical Education, Hackensack University Medical Center, Hackensack, USA.
Sara BittmanObstetrics and Gynecology, Hackensack University Medical Center, Hackensack, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimPatients with limited English proficiency (LEP) have poorer access to healthcare, and their interactions with the healthcare system are often truncated. This qualitative-thematic study assesses undergraduate medical students to determine whether students observed disparities in the treatment of LEP patients both by themselves and by other members of the healthcare team.  Materials and methods: A cross-sectional survey was delivered to all undergraduate medical students at a single United States allopathic medical school to assess student comfort with interpretation modalities, perceptions of their own behavior, and perceived behaviors in other members of the healthcare team.  Results: Undergraduate medical students across all cohorts (n=60, M1=20.0%, M2=26.7%, M3=26.7%, M4=26.7%) observed that LEP patients spent less time with providers (61.7%), received less time spent discussing a diagnosis (60.0%), and in many cases, no translation services were used during the encounter (60.0%). The most common challenge identified by medical students was accounting for the additional time necessary to communicate across a language barrier (30.0%). The most common solutions recommended included increasing the number of translation devices and access to information for medical students at each clerkship site.

conclusionWhile the response rate was low (n=60, 12.2%), this survey yields preliminary findings indicating that undergraduate medical students can provide insight into specific behaviors and attitudes found in the treatment of LEP patients. A future longitudinal study of undergraduate medical students is recommended to assess if comfort with translation and favorable attitudes towards working with LEP patients improve over time.

Indexed as

interpreter usemedical educationmedical interpreternon-english speakersprofessional medical interpreter

Identifiers

PMID41640899
PMCPMC12867540

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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.