Table 4.
Internal consistency, dimensionality, and criterion-related validity of PACER using Principal Components Analysis (PCA).
| Factor 1 |
Factor 2 |
Factor 3 |
Factor 4 |
|||||
|---|---|---|---|---|---|---|---|---|
| Feelings |
Built Environment (Businesses & Amenities) |
Social Environment (Residents) |
Affordability |
|||||
| Question | Factor loadinga | Question | Factor loadinga | Question | Factor loadinga | Question | Factor loadinga | |
| Support | 0.73003 | New | 0.76272 | Neighbors | 0.6935 | Housing | 0.43105 | |
| Say | 0.71692 | Grocery | 0.68251 | Personality | 0.66703 | Afford | 0.77667 | |
| Good | 0.67847 | Buildings | 0.68093 | People | 0.60081 | Pushed | 0.63922 | |
| Trust | 0.606 | Replace | 0.47722 | Flipping | 0.50573 | |||
| Meant | 0.6034 | Resources | 0.40576 | |||||
| Welcome | 0.5458 | |||||||
| Unsure | 0.54286 | |||||||
| Internal Consistency | ||||||||
| Eigenvalue | 4.36 | 3.37 | 1.36 | 1.01 | ||||
| Cumulative variance explained (%) | 22.95 | 40.69 | 47.85 | 0.5319 | ||||
| Standardized Cronbach's alpha | 0.81 | 0.66 | 0.65 | 0.6 | ||||
| Descriptive Statistics | ||||||||
| Possible Range | −2.0 to 2.0 | −1.0 to 2.0 | −1.25 to 2.0 | −2.0 to 1.66 | ||||
| Mean (SD) | 0.29 (0.77) | 0.70 (0.72) | 0.70 (0.78) | −0.30 (0.87) | ||||
| Median (IQR) | 0.43 (−0.29, 0.86) | 0.80 (0.20, 1.20) | 0.75 (0.25, 1.25) | −0.33 (−1.0, 0.33) | ||||
| Corr w/factor 1b | 1 | 0.19189 | −0.31932 | 0.38707 | ||||
| Corr w/factor 2b | 0.19189 | 1 | 0.31286 | −0.25411 | ||||
| Corr w/factor 3b | −0.31932 | 0.31286 | 1 | −0.4045 | ||||
| Corr w/factor 4b | 0.38707 | −0.25411 | −0.4045 | 1 | ||||
| Correlation w/Amountb | −0.21323 | 0.31791 | 0.57226 | −0.32214 | ||||
| Correlation w/Paceb | −0.22665 | 0.2994 | 0.5812 | −0.32131 | ||||
Table shows only factor loadings for the factor each question loaded onto. In instances with relatively even loading (i.e. Housing) we loaded with the factor best suited by theory/content.
All correlations are Spearman's Correlation coefficients.