Learning is context-dependent and embedded in authentic activity. Knowledge is not abstract and transferable but tied to the situations in which it is developed and used. Learning happens through legitimate peripheral participation in communities of practice.

Legitimate Peripheral Participation

Stage Role Activity
Newcomer Peripheral Observation, simple tasks
Journeyman Increasing participation More complex responsibilities
Old-timer Full member Mentoring, mastery demonstration

Communities of Practice

Groups united by shared practice, mutual engagement, and common repertoire. Learning is the process of becoming a member—identity transformation through participation.

Elemental Analysis

Earth (δγ) at 0.80: Grounded context—learning embedded in specific situations.

Water (ρ) at 0.75: Community flow—participation, belonging, social practice.

Metal (μ) at 0.60: Structure of community—roles, boundaries, legitimate access.

NEMETIC STRING

Φ(SituatedLearning) = δγ(context|ground) ∘ ρ(participation|community) ∘ μ(structure|access) + ε | :embedded

Core Insight

Knowledge is not a thing to be transferred but a way of being in the world—we learn by becoming practitioners, not by receiving information.

Related: Communities of Practice, Social Learning Theory, Activity Theory

SIML Entry: L014 Situated Learning