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Research

Scoping the patient-safety implications of AI-based communication with migrants in general practice

Anne Cronin, Anthony Kelly, Michelle Wrona, Patrick O'Donnell, Ahmed Hassan, Tonya Myles, Tadhg Fallon and Anne MacFarlane
BJGP Open 14 November 2025; BJGPO.2025.0107. DOI: https://doi.org/10.3399/BJGPO.2025.0107
Anne Cronin
1 Participatory Health Research Unit, School of Medicine, University of Limerick, Limerick, Ireland
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Anthony Kelly
2 Department of Electronic and Computer Engineering,, University of Limerick, Limerick, Ireland
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Michelle Wrona
3 School of Medicine, University of Limerick, Limerick, Ireland
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Patrick O'Donnell
3 School of Medicine, University of Limerick, Limerick, Ireland
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Ahmed Hassan
4 Doras, Limerick, Ireland
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Tonya Myles
5 Cairde, Dublin, Ireland
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Tadhg Fallon
6 Dept. of Health, Dublin, Ireland
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Anne MacFarlane
1 Participatory Health Research Unit, School of Medicine, University of Limerick, Limerick, Ireland
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Abstract

Background Access to interpreters for refugee and migrant patients that do not share the same language and culture as their GPs is considered a critical healthcare adaptation. However, interpreters are not routinely available in many healthcare settings and artificial intelligence (AI) is increasingly used as a pragmatic alternative. The patient safety implications of relying on AI for this purpose are under-researched.

Aims To identify and map available evidence on AI-facilitated synchronous communication between refugee or migrant patients and their healthcare provider, focusing on the patient safety implications.

Design and setting 6-stage scoping review examining the international literature.

Method A literature search of 5 relevant electronic databases and grey literature, July 2017 to October 2024 was conducted. Data was extracted and synthesised accordingly.

Results A total of 220 articles spanning various healthcare contexts were screened, with five papers meeting inclusion criteria. These studies report use of the AI-tool Google Translate to address language barriers across diverse clinical settings, despite Google Translate not being designed to support synchronous communication or communication in medical contexts. Negative experiences of using these tools were reported more than positive experiences. Clinicians discussed specific concerns about reliability of Google Translate for medical terms, patient consent, and complex consultations.

Conclusion There is no evidence that using Google Translate to synchronously communicate medical information to refugees and migrants has been tested for patient safety, highlighting potential for translation inaccuracies impacting patient safety. In clinical settings, where the high stakes of failure are ever-present, such inaccuracies can result in misdiagnosis, inappropriate treatment, and serious harm.

  • primary healthcare
  • general practice
  • migrant health
  • interpretation
  • translation
  • artificial intelligence (AI)
  • Received June 26, 2025.
  • Accepted September 4, 2025.
  • Copyright © 2025, The Authors

This article is Open Access: CC BY license (https://creativecommons.org/licenses/by/4.0/)

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Accepted Manuscript
Scoping the patient-safety implications of AI-based communication with migrants in general practice
Anne Cronin, Anthony Kelly, Michelle Wrona, Patrick O'Donnell, Ahmed Hassan, Tonya Myles, Tadhg Fallon, Anne MacFarlane
BJGP Open 14 November 2025; BJGPO.2025.0107. DOI: 10.3399/BJGPO.2025.0107

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Accepted Manuscript
Scoping the patient-safety implications of AI-based communication with migrants in general practice
Anne Cronin, Anthony Kelly, Michelle Wrona, Patrick O'Donnell, Ahmed Hassan, Tonya Myles, Tadhg Fallon, Anne MacFarlane
BJGP Open 14 November 2025; BJGPO.2025.0107. DOI: 10.3399/BJGPO.2025.0107
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Keywords

  • primary healthcare
  • general practice
  • migrant health
  • interpretation
  • translation
  • artificial intelligence (AI)

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