Chi & Wylie (2014), Educational Psychologist 49(4) — ICAP framework: Interactive > Constructive > Active > Passive engagement; ~8-10% learning improvement per step
Summary
Claim: Chi & Wylie (2014), "The ICAP Framework," Educational Psychologist 49(4), 219-243. Interactive > Constructive > Active > Passive engagement hierarchy. Chi & Wylie report ~8-10% learning improvement with each step up the engagement hierarchy.
Source: Chi & Wylie (2014), Educational Psychologist.
Confidence: Verified for the framework.
Caveat: ICAP's behaviour-based coding is acknowledged as a limitation (overt behaviour ≠ guaranteed cognitive engagement).
Why this matters for Candid: Theoretical scaffolding for why moving a user from passive (reading a brochure) to interactive (using a tool) produces measurable engagement / learning gains. Pair with the independent meta-analytic backing in Freeman et al. (2014), PNAS 111(23) — 225-study meta on active learning: exam performance +0.47 SD; odds of failing 1.95× higher under passive lecturing; robust to publication-bias checks.
Related entries
Referenced by (4)
- research-notes Research notes (capture-layer top-up): why interactive online tools are psychologically engaging — six additional mechanisms (June 2026) relates-to
- reference Freeman et al. (2014), PNAS 111(23) — 225-study meta on active learning: exam performance +0.47 SD; odds of failing 1.95× higher under passive lecturing; robust to publication-bias checks relates-to
- reference Sundar TIME (Theory of Interactive Media Effects, 2015) — modality interactivity (slide/drag/zoom) vs message interactivity (system responds contingently to user input — defining feature of calculators/quizzes) relates-to
- rule R5 — Pair interactivity with restraint: add interactive features ONLY where they let the user do something they need to; "too much interactivity" reduces deep elaboration depends-on