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Updated: Jun 16, 2026

A Bilingual Computational Workflow for Identifying Potential PLK1 Inhibitors in American Sign Language and English
Published on: April 3, 2026
Interpreters: telephonic, in-person interpretation and bilingual providers
Kristen L Crossman1, Ethan Wiener, Genie Roosevelt
1MBA, University of Colorado School of Medicine, Section of Pediatric Emergency Medicine, 13123 E 16th Ave, B251, Aurora CO 80045, USA.
Telephonic and in-person medical interpretation showed similar diagnostic accuracy compared to bilingual physicians. Both modalities were non-inferior in quality and satisfaction, with a trend favoring telephonic interpretation.
Area of Science:
- Medical Communication
- Health Services Research
- Linguistics in Healthcare
Background:
- Language barriers significantly impede effective healthcare interactions.
- Limited large-scale randomized studies exist on interpreter modality efficacy.
- Ensuring clear communication is crucial for patients with limited English proficiency.
Purpose of the Study:
- To compare the effectiveness of telephonic interpretation and in-person medical interpretation against verified bilingual physicians.
- To assess patient concordance on diagnosis and satisfaction across different interpretation methods.
- To establish noninferiority of interpreter services compared to bilingual providers.
Main Methods:
- Prospective, randomized trial in a pediatric emergency department.
- Participants: Families preferring Spanish communication.
- Intervention groups: Telephonic interpretation, in-person interpreter, or bilingual physician.
Main Results:
- 1201 families enrolled; diagnostic concordance was similar across all groups (approx. 95%).
- In-person interpretation scored lower for quality and satisfaction than telephonic and bilingual groups.
- Telephonic and in-person interpretation demonstrated noninferiority to bilingual physicians in quality and satisfaction.
Conclusions:
- Telephonic and in-person interpretation achieve comparable diagnostic understanding to bilingual providers.
- Both interpretation methods are generally non-inferior in qualitative measures.
- A slight trend favored telephonic interpretation over in-person services for patient experience.
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