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. 2021 Aug 23;15:100900. doi: 10.1016/j.ssmph.2021.100900

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
a

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.

b

All correlations are Spearman's Correlation coefficients.