Before & after

Survey means (1–5)

Pre (grey)Post (item color)

Concern: no better direction; awareness of risk may rise.

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View means data table

Build time

Pre vs post · % of respondents

Item details

Which template first?

Post only · % of respondents

Comments

Post only · Newest first · Up to 20 shown

Design follows pre/post Likert surveys used in faculty-development studies of generative AI (e.g., JMIR Med Educ 2026 pilot). Item 'concern' is reported without a 'better' direction: awareness of risk can legitimately rise after training (PMC13293481). Item 'time' is reverse-scored for the overall index. Results page shows pre vs post distributions and paired change; self-reported, ordinal, not a validated scale.