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 |