Overview-Conceptual-Models

Correlation

Correlation

Figure 1: Correlation


Direct Effect

Direct Effect

Figure 2: Direct Effect


Two Direct Effects

Two Direct Effect

Figure 3: Two Direct Effect


Two Direct Effect (and association)

Figure 4: Two Direct Effect (and association)


Mediation

Direct Effect

Figure 5: Direct Effect


Mediation

Figure 6: Mediation


Spurious relation

Correlation

Figure 7: Correlation


Spurious Relation

Figure 8: Spurious Relation


Spurious Relation (alternative)

Figure 9: Spurious Relation (alternative)


Spurious Relation (and error correlation)

Figure 10: Spurious Relation (and error correlation)


Moderation

Moderation

Figure 11: Moderation


Moderation (with main effect of moderator)

Figure 12: Moderation (with main effect of moderator)


Moderation (alternative)

Figure 13: Moderation (alternative)


Moderation (categorical moderator)

Figure 14: Moderation (categorical moderator)


Mediated Moderation

Version 1

Moderation

Figure 15: Moderation

Mediated Moderation (version 1)

Figure 16: Mediated Moderation (version 1)


Version 2

Moderation

Figure 17: Moderation

Mediated Moderation (version 2)

Figure 18: Mediated Moderation (version 2)


Moderated Mediation

Version 1

Mediation

Figure 19: Mediation

Moderated Mediation (version 1)

Figure 20: Moderated Mediation (version 1)


Version 2

Mediation

Figure 21: Mediation

Moderated Mediation (version 2)

Figure 22: Moderated Mediation (version 2)


Multilevel

Multilevel model

Figure 23: Multilevel model


Multilevel model (better alternative)

Figure 24: Multilevel model (better alternative)


Multilevel model (explict level notation)

Figure 25: Multilevel model (explict level notation)


Between-Within Multilevel model (aggregated X-variable)

Figure 26: Between-Within Multilevel model (aggregated X-variable)


Multilevel Mediation

Multilevel Mediation

Figure 27: Multilevel Mediation


Multilevel Mediation (wrong)

Figure 28: Multilevel Mediation (wrong)


Multilevel Moderation

Multilevel Moderation (cross-level interaction)

Figure 29: Multilevel Moderation (cross-level interaction)

Multilevel Moderation (wrong)

Figure 30: Multilevel Moderation (wrong)