UK Radiographers Feel Unprepared for AI Leadership, Citing Low Literacy and Confidence

A UK survey of 273 radiographers found limited AI literacy and low confidence to lead AI implementation; most preferred operational roles after system deployment. Women and those with little AI exposure reported significantly lower confidence (exact figure not reported in source…

• Cross-sectional online survey of 273 UK radiographers and students, using Likert scales and free-text analysis.
• Most participants described AI leadership as operational, practice-based work, driven by workflow improvement and patient safety rather than strategic vision.
• Self-reported data from a predominantly frontline sample; role ambiguity and lack of experiential learning limit generalizability.

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