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Which theory should I choose?

The one that explains the phenomenon in front of you. If the student can do it but will not, that is motivation. If they are trying and failing under complexity, that is cognitive load. If they can do it with help, that is scaffolding. Diagnose first, then choose.

This comes up on Educational Psychology Support, where it is answered in the context of the work itself.

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