Structural Equation Model Diagram

Autor:in

Zugehörigkeiten

Richard Conrardy

University of Teacher Education Bern

flowchart LR

  %% Latent Variables
total1["Total1"]
procedural1["Procedural1"]
conceptual1["Conceptual1"]
transfer1["Transfer1"]

total2["Total2"]
procedural2["Procedural2"]
conceptual2["Conceptual2"]
transfer2["Transfer2"]

  %% Relationships between Latent Variables
total1 --> procedural1
  total1 --> conceptual1
  total1 --> transfer1

total2 --> procedural2
  total2 --> conceptual2
  total2 --> transfer2

  %% Regressions
mentl_ffrt_tg1["Mental Effort TG1"]
engagement_tg1["Engagement TG1"]
Note["Note"]
SchulniveSpzSk["Schulnive Special"]
SchulniveauSek["Schulniveau Sek"]
Schlklss8["8th Class"]
Schlklss9["9th Class"]
GeschlechtF["Gender Female"]

mentl_ffrt_tg2["Mental Effort TG2"]
engagement_tg2["Engagement TG2"]

  %% Arrows for total1 regressions
total1 -->|0.002| mentl_ffrt_tg1
total1 -->|-0.001| engagement_tg1
total1 -->|0.038| Note
total1 -->|0.144| SchulniveSpzSk
total1 -->|0.025| SchulniveauSek
total1 -->|-0.018| Schlklss8
total1 -->|-0.050| Schlklss9
total1 -->|-0.008| GeschlechtF

  %% Arrows for total2 regressions
total2 -->|0.017| mentl_ffrt_tg1
total2 -->|0.008| engagement_tg1
total2 -->|-0.022| mentl_ffrt_tg2
total2 -->|0.002| engagement_tg2
total2 -->|0.121| Note
total2 -->|0.166| SchulniveSpzSk
total2 -->|0.033| SchulniveauSek
total2 -->|0.052| Schlklss8
total2 -->|0.030| Schlklss9
total2 -->|-0.002| GeschlechtF

  %% Covariances
total1 <-->|0.014| total2

  %% Variances
classDef variance fill:#f9f,stroke:#333,stroke-width:2px;
procedural1:::variance
conceptual1:::variance
transfer1:::variance
procedural2:::variance
conceptual2:::variance
transfer2:::variance

This diagram captures the latent variable relationships, regression pathways, covariances, and variances for the structural equation model described.