Study Strategy Selector & Guide

What This Skill Does

Analyses a specific learning task and recommends the most evidence-supported study strategies, with an explicit implementation guide for each. Crucially, the skill also identifies ineffective strategies the student is likely using (highlighting, re-reading, copying notes) and provides specific replacement strategies with the evidence rationale. AI is specifically valuable here because students overwhelmingly default to the least effective study strategies — Kornell & Bjork (2007) found that the most popular strategies (re-reading, highlighting) are rated "low utility" by research, while the most effective strategies (retrieval practice, distributed practice) are the least used. This skill encodes Dunlosky et al.'s (2013) landmark review into actionable, task-specific guidance.

Evidence Foundation

Dunlosky et al. (2013) conducted the most comprehensive review of study strategies ever published, systematically evaluating ten techniques against four criteria (generalisability across learning conditions, student characteristics, materials, and criterion tasks). Only two strategies received a "high utility" rating: practice testing (retrieval practice) and distributed practice (spacing). Three received "moderate utility": interleaved practice, elaborative interrogation, and self-explanation. Five were rated "low utility" despite being the most popular among students: highlighting, re-reading, summarisation, keyword mnemonic, and imagery for text. Kornell & Bjork (2007) demonstrated that students are poor judges of their own learning — they choose strategies that feel effective (re-reading produces fluency, which feels like learning) over strategies that are effective (retrieval practice feels harder but produces better retention). Hartwig & Dunlosky (2012) found that students who self-tested and used spacing achieved significantly higher grades. Miyatsu et al. (2018) identified that even "good" strategies have pitfalls — retrieval practice fails if students don't check their answers, and spacing fails if the gaps are too large.

Input Schema

The teacher must provide:

• Learning task: What the student needs to study. e.g. "Prepare for a Year 10 Biology exam on cells and transport (70% factual recall, 30% application questions)" / "Revise for GCSE History Paper 2: causes and events of the Cold War"
• Student level: Year group and current habits. e.g. "Year 10, currently re-reads notes and highlights" / "Year 12, uses flashcards but no spacing"
• Material type: Factual, conceptual, procedural, or mixed. e.g. "Mixed — key terms to memorise plus processes to understand and apply"

Optional (injected by context engine if available):

• Time available: Study time available before the assessment