The resulting factors from the subsequent factor analysis indicate constructions of subjectivity that exist within the rankings [ 39].
Also, the subsequent factor analyses using forced entry showed the same problematic results finally suggesting the same 2-factor solution (data not shown).
Based on these results, we found violation of the normality assumption for the items and substantive transformation were necessary for the subsequent factor analysis (Tabachnick and Fidell 2007).
The correlations between composite Q sorts were −0.05 between factors 1 and 2, 0.68 between factors 1 and 3 and 0.09 between factors 2 and 3, indicating that factors 1 and 3 are similar (the similarities and differences between these two factors are drawn out in the subsequent factor descriptions).
The subsequent factors are the design consultant, construction management consultant, political and economic, the natural environment, contractors, third parties, and the advance of technology, which are indicated by the values of the loading factor 0,884, 0,859, 0,846, 0,771, 0,577, 0,523, 0,328, 0,255 respectively.
The subsequent factors to emerge from this model were then used to build cross-validated, predictive models of 1) overall disease risk using coalescent regression and 2) statin adherence (using random forest regression).
The subsequent factors and their levels were as follows: EDA concentration (50 100%), H2SO4 concentration (0.1 1.0 mol L−1), time of acid treatment of the EDA (1-2 h), amination time (2 4 h), and amino-MWCNT dispersion time (2 4 h) (Table 1).
A Scree plot indicated a flattening of the slope with more than 3 factors, and the subsequent (fixed factor) Principal Component Analyses (data not shown) resulted in a preliminary 27-item 3-factor model, which was then subjected to a final Principal Components analysis.
The subsequent exploratory factor analysis revealed a two-factor solution for the non-job-related items that can be interpreted as: Factor 1: Participation in social life (FPQ-S), Factor 2: Participation in daily life (FPQ-D).
That is to say, a plurality of the same or different transcription factors are bound in the promoter region of a gene, and the first transcription factor affects the subsequent transcription factors in the promoter region.
In the subsequent confirmatory factor analyses for categorical data, only the three-factor model and the bifactor model fitted the data well (see Table 2).
