Self-reported measures (surveys) are often not correlated or even negatively correlated w/more objective measures (such as observations, scenario/performance assessments). Examples:
* Teacher AI literacy arxiv.org/abs/2601.06101
* Applying professional development to the classroom academic.oup.com/bioscience/ar…
* AI cognitive offloading goedel.io/p/the-machine-that-s…
* Student learning from teaching pnas.org/doi/10.1073/pnas.1821…
* And grades link.springer.com/article/10.1…
* TPACK osf.io/preprints/psyarxiv/bhqx…
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Equitable Group Work in Undergraduate Biology Courses: Leveraging a Complex Instruction Framework to Identify Pedagogical Strategies
lifescied.org/doi/10.1187/cbe.…
#Teaching #EdDev #STEMeducation