Rosenshine's Principles of Instruction in practice — opening a lesson with review, modelling expert thinking aloud, building I Do / We Do / You Do sequences, and designing scaffolded practice. All interventions cross-referenced to peer-reviewed meta-analyses where one exists.
Avg. effect (d): 0.53 across all 4 cardsStrongest: Explicit Instruction Sequence Builder (d = 0.60)Last reviewed: May 2026
How to read these numbers
"Months of progress" is a teacher-friendly shorthand from the EEF Toolkit. It is not directly comparable across studies — different meta-analyses use different baselines, age groups, and outcome measures. Treat it as a magnitude indicator, not a precise prediction.
Cohen's d is the standardised effect size used in the original meta-analyses. d ≈ 0.40 is Hattie's "hinge point" — the average effect of a year of schooling. Higher = larger relative effect, but context matters more than the number.
Effect sizes are averages. A skill that shows large average effects can still produce small or negative effects in a specific classroom. Use these as a starting point for professional judgment, not a substitute for it.
Sources are dated. Where multiple meta-analyses exist, we lead with the most recent quality study and cross-reference EEF where available.
Implementation cost (Low / Medium / High) is a practical signal — not an exact science — of what your school needs to invest in teacher time, training, and structural changes to actually run the intervention well. It is the editorial team's reading of what the intervention typically requires in practice. Use it to gauge whether something is straightforward to introduce or a larger undertaking — not as a budget figure.
Some interventions are also priced in £ (UK) by the EEF Toolkit. For monetary cost data, see the EEF Teaching & Learning Toolkit.
Colour bands signal calibration, not value. An intervention in the "below typical" band is not "bad" — it means the intervention's average effect is below the typical effect of a year of schooling. That can still be appropriate for specific contexts the average does not capture.
Explicit Instruction
Explicit Instruction Sequence Builder (I Do / We Do / You Do)
Build a complete explicit instruction sequence — teacher modelling, guided practice with prompts and corrections, then independent practice — so students see expert thinking, rehearse it with support, and practise it alone.
no EEF strand
d = 0.60Stockard, Wood, Coughlin & Khoury, Review of Educational Research2018
MediumImplementation
Explicit Instruction
Lesson Opening Designer
Design a 3-5 minute opening routine that activates prior knowledge, retrieves yesterday's key content, and bridges to today's lesson — turning the first few minutes from settling time into learning time.
no EEF strand
d = 0.50Yang, Luo, Vadillo, Yu & Shanks, Psychological Bulletin2021
LowImplementation
Explicit Instruction
Practice Problem Sequence Designer
Generate a scaffolded sequence of practice problems with graduated difficulty and strategic variability — starting from worked examples, fading scaffolds through partially-worked problems, ending in independent practice.
no EEF strand
d = 0.48Barbieri, Miller-Cotto, Clerjuste & Chawla, Educational Psychology Review2023
MediumImplementation
Explicit Instruction
Think-Aloud Script Generator
Script a teacher think-aloud that makes expert reasoning visible — verbalising the false-starts, the 'I'm noticing…', the strategic moves and the self-corrections — so students see how a competent thinker actually approaches the task.
Heard a claim somewhere else? Type it here — we'll build a prompt you can paste into ChatGPT, Claude, or any chatbot. The prompt asks the model to cite real meta-analyses, separate strong from weak evidence, name boundary conditions, flag exaggerations, and discuss cost-effectiveness.
💡 For best results, enable your chatbot's reasoning / thinking mode before pasting — Claude's "Extended thinking", ChatGPT's "Think" mode, or Gemini's "Thinking" / 2.5 Pro reasoning. The prompt is more demanding than a typical Q&A and benefits from slower deliberation.