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March 21, 2026JMIR Medical Education0 citationsOpen Access

Translation and Validation of AI Perception Questionnaires for French Health Care Students

Questionnaires on Perceptions of Artificial Intelligence in Health Care Among Health Care Students: Cross-Cultural Translation Into French and Linguistic Validation

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Authors

SKSylvain KotzkiCTCalvin Massonnet TurnerNVNicolas Vuillerme

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Overview

Cross-cultural adaptation and linguistic validation of AI perception questionnaires for health care students, indicating the importance of standard tools in francophone education.

Key Points

  • The study aimed to translate and validate English-language questionnaires assessing AI perceptions among medical students into French.
  • Followed international guidelines for cross-cultural adaptation.
  • Conducted independent forward translations and backward translation.
  • Engaged an expert panel for conceptual equivalence review.
  • Performed cognitive testing with 38 French health care students.
  • 73.6% of expressions had wording discrepancies during translation.
  • 97.0% of expressions were conceptually equivalent in backward translation.
  • Cognitive debriefing led to minor modifications for clarity in 26.4% of expressions.

Cite This Study

Kotzki et al. (2026) studied this question.

synapsesocial.com/papers/69be38ca6e48c4981c67962bhttps://doi.org/10.2196/76572
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