Just-in-Time Learning¶

Element · All elements
Evidence · no claims cited

Description¶

Just-in-time learning is the element in which information, guidance, or resources are provided at the moment they are needed for the task at hand rather than front-loaded in advance. It is useful when the task context can make support more relevant, memorable, and easier to apply.

Design Implications¶

Context¶

Requirements¶

A task that creates a real information need
Fast access to targeted support
Support timed to the decision or step where it matters

Constraints¶

Too-late support still fails
Fragmented access can interrupt flow if retrieval is cumbersome

Target Learners¶

Learners working on applied tasks who need timely guidance without excessive front-loading.

Target Learning Goals¶

Improve transfer and reduce unnecessary upfront cognitive load.

Affordances¶

Claims¶

Patterns That Use This Element¶

Examples¶

A system surfaces a short reference only when a learner reaches the relevant procedure step.
A teacher provides a mini-lesson after a misconception appears during application.

Key Sources¶

Bransford, J. D., Brown, A. L., & Cocking, R. R. (Eds.). (2000). How people learn. National Academies Press. doi:10.17226/9853
Merrill, M. D. (2002). First principles of instruction. Educational Technology Research and Development, 50(3), 43-59. https://doi.org/10.1007/BF02505024

Page metadata

Field	Value
`type`	`element`
`id`	`just-in-time-learning`
`title`	`Just-in-Time Learning`
`description`	`Just-in-time learning is the element in which information, guidance, or resources are provided at the moment they are needed for the task at hand rather than front-loaded in advance.`
`status`	`review`
`canonical`	`True`
`generated`	by `codex/unspecified` on `2026-04-07`
`trust`	unverified — no one has confirmed this page's content
`sources`	1 — `merrill-2002`

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