Table 6: Confirmatory factor analysis results indicating factor loading for data simulation method 1.

Standardized Effects in Linear Equations
Variable Predictor Parameter Estimate Standard Error t Value Pr > |t|
Teager Energy Agitation propensity in PWD LV1F1 0.000422 0.01646 0.0269 0.9786
Physically Aggressive Behavior (CMAI) Caregiver disempowerment LV2F2 -0.04655 0.04307 -1.0808 0.2798
Physically Non-Aggressive Behavior (CMAI) Environmental Factors LV3F2 0.00917 0.02410 0.3806 0.7035
Verbally Aggressive Behavior (CMAI) Agitation propensity in PWD LV4F1 0.04163 0.03978 1.0463 0.2954
Sleeping Pattern Agitation propensity in PWD LV5F1 -0.31982 0.27481 -1.1638 0.2445
Depression Agitation propensity in PWD LV6F1 0.01676 0.02646 0.6322 0.5266
Temperature Caregiver disempowerment LV7F2 0.37801 0.00821 46.0282 < 0.0001
Light Caregiver disempowerment LV8F2 -0.41835 0.00932 -44.9002 < 0.0001
Noise Caregiver disempowerment LV9F2 1.01760 0.01836 55.4225 < 0.0001
Caregiver Burden Environmental Factors LV10F3 0.07519 0.05227 1.4383 0.1503
Caregiver Depression Environmental Factors LV11F3 0.06489 0.04751 1.3658 0.1720
Caregiver Self-Efficacy Environmental Factors LV12F3 0.05895 0.04615 1.2773 0.2015