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Exact(6)
All three items loaded on the same dimension; the first had a factor loading of 0.636, while the other two had loadings of 0.885 and 0.874, respectively.
The hips had loadings of less than 0.2 in all solutions and were dropped.
In our study, there were items that had loadings of over 0.4 on more than one component, indicating that they have some dimensions that they share.
Factor 3, the precontemplation subscale had loadings of 0.5 or greater for all of the items listed on this dimension, except item 3 ('everybody I speak with tells me I have to learn to live with my pain....'.....).
Having "repeated disturbing memories of past experiences," "acting as if past experience is happening again," and having "repeated disturbing dreams of past experiences" also had loadings of at least 0.80 for this factor.
Residual variances were above 0.70 for items 25, 27, and 28; modification indices were large (>> usual cutoff of 3.84) for items 25, 27, 28, 30; and three items, 25, 27, and 28, had loadings of 0.40 or greater for more than three factors (i.e., multiple cross-loadings).
Similar(54)
These two factors together accounted for 57%% of the variance.> On factor 1, teacher-focused meta-architecture, all of the subscales which should have loaded on this factor, "receptive" and "behavioral" architectures, have loadings of 0.69 or more.
In two cases variables did not have loadings of over 0.50 with any factor.
On factor 2, student-focused meta-architecture, four of the five relevant subscales have loadings of 0.63 or more.
This definition is produced via factorial analysis, through selection of factors presenting three or more items (questions) having loadings of greater than 0.35 without additional loadings of larger size on other factors.
These had the following loadings: Factor I (intensive and systematic search; 59.0 percent of the variance) had loadings of.83 for number of systematic searches,.98 number of boxes opened, -.43 for search initiation and -.14 for average look time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com