| Overload often comes from multiple tools serving the same function. Removing duplication frees time for retrieval, mixed practice, sleep and feedback without reducing curriculum coverage. | Students compare features rather than functions, so two similar platforms can both seem indispensable. | Label each tool by job. If two labels are identical, one needs a special justification. |
| TOP 10 RESOURCE-GOVERNANCE CONCEPT - 8: SWITCHING COST IS REAL LEARNING FRICTION | | |
| DEEP EXPLANATION Every platform has its own organization, tagging, interface and note system. | WHY STUDENTS MISS IT Novelty feels like progress and can temporarily reduce frustration with a difficult | EASIEST CLUE If you spend more time deciding where to study than retrieving what you |
| Frequent switching consumes cognitive bandwidth that could have gone to retrieval and transfer. | resource. | learned, simplify. |
| TOP 10 RESOURCE-GOVERNANCE CONCEPT - 9: DE-ESCALATE BEFORE YOU ESCALATE | | |
| DEEP EXPLANATION When performance stalls, first ask whether the current stack is being used | WHY STUDENTS MISS IT Adding something new is psychologically easier than auditing review quality, | EASIEST CLUE Before adding a platform, identify what you will pause, what new output is |
| deeply enough. More resources should follow a diagnosed gap, not precede the diagnosis. 2026/27 resource-governance expanded edition - verify official/provider scope and school requirements before use | sleep, timing, error recurrence or incomplete practice. | expected and how you will verify it. |