Artificial Intelligence for Language Access in Surgical Care: Patient Preferences and an Implementation Framework

计算机科学 人工智能 自然语言处理 人工智能应用 数据存取 访问控制 自然语言 钥匙(锁) 组分(热力学) 万维网 人机交互 知识管理 构造语言
作者
María Alejandra Montoya Rubiano,Sarah S. Zahakos,Jesus Mejia,Daysi Martinez,Abraham Ancer Alatorre,Alyssa N. Jones,Michelle Ramirez-Martinez,Meyly Santiago,Rachel E. Murphy,Olivia F. Lynch,Amanda J. Reich,Brittany M. Dacier,Kirsten Austad,Regan W. Bergmark,Alicia Fernández,Kevin B. Johnson,David W. Bates,Gezzer Ortega
出处
期刊:NEJM catalyst innovations in care delivery [New England Journal of Medicine]
卷期号:7 (3): CAT250445-CAT250445
标识
DOI:10.1056/cat.25.0445
摘要

Language discordance in surgical care is a structural driver of inequity that affects patient safety, trust, and outcomes. Emerging interpreter technologies, including artificial intelligence (AI) and remote video interpretation (RVI), are rapidly entering clinical settings. However, implementation decisions are often made without understanding how patients themselves perceive these modalities or whether they view them as replacements or complementary tools within their care. To explore Spanish-speaking surgical patients' perceptions of AI- and RVI-based interpreter technologies, and to understand how clinical context influences modality preferences, the author team conducted a descriptive concurrent mixed-methods study within a U.S. academic health system, enrolling 23 adult patients with Spanish language preference across the surgical continuum. The patients did not choose a single preferred modality; instead, they expressed context-dependent needs. AI was viewed as advantageous for its speed, privacy, and literal translation in straightforward or time-sensitive scenarios. RVI was favored for emotionally complex conversations and cultural nuance. Across narratives, patient agency emerged as a dominant theme. These findings support the development of a multifaceted language access infrastructure in which AI and remote human interpreters are deployed synergistically based on clinical sensitivity, urgency, and patient preference.
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