Psychophysiological and ML diagnostics for harm checks
Key Questions
What psychophysiological measures are used for learning diagnostics?
A 2026 review covers EEG and eye-tracking for cognitive load, multisensory CLT, explicit SRL, and routines. New studies identify SRL/motivation mediators in online learning and inquiry-based gaps.
How do learning objectives function in medical education?
There is divergence between educator-endorsed and student-described practices, with objectives as strategic tools. LO divergence affects med ed outcomes.
What role does ML play in harm checks?
Pre-registered ML pipelines address neurodiversity, grid codes, time management meta, testing pressure, and special ed. Diagnostics integrate psychophys for comprehensive checks.
2026 review (zXIS0g) EEG/eye load; multisensory CLT; explicit/SRL/routines; new SRL/motivation mediators online (ex-b00f5172)/inquiry qual gaps (ex-80fd8b60); LO divergence med ed (ex-c812ef57); neuro diversity/grid codes/time mgmt meta/testing pressure/special ed. Pre-reg ML pipelines.