Directness: practice the real thing

Learn by doing the actual skill, not a comfortable proxy for it.

Why it works

Skills transfer poorly between contexts, so practicing in the situation where you will use the skill builds the right associations rather than ones that fail to carry over. Learning a language from an app rarely transfers to a real conversation; having conversations does. Directness fights the natural pull toward easier, lower-transfer substitutes.

How to do it

1. Define the real situation in which you will use the skill, and practice in or close to it.
2. Replace passive proxies (watching, reading about) with producing the actual output.
3. When you must abstract, deliberately bridge back to the real context afterward.

Evidence

Directness reflects the well-documented problem of transfer in learning research: skills often fail to generalize beyond the conditions they were practiced in, so practicing near the target context improves transfer. (observational)

Transfer is genuinely hard and context-dependent; directness reduces the gap but does not guarantee transfer, and some foundational drilling out of context is still useful.

Sources

• Barnett & Ceci (2002), taxonomy of transfer of learning, Psychological Bulletin

Common mistake

Mistaking activity around a skill for the skill itself — accumulating courses and vocabulary lists while never doing the thing you actually want to be able to do.