Results in Table II indicate that according to KMO measure (0.576) and Bartlett's test (p<0.000) it can be concluded that the gained matrix is not an identity matrix and in this form can be preceded with further statistical procedures of the
factor analysis.
Confirmatory
Factor Analysis to Evaluate and Test the Effective Factors in Outsourcing of Hospital Services
Table V.- Results of
factor analysis for first period.
Table-3: Confirmatory
factor analysis for the Urdu Version of Menopause Rating Scale (MRS).
In the
factor analysis, the variance loads and each sub-dimension formed were evaluated in terms of item sub-dimension total score correlations.
(A) With every year of the cross section data score
factor analysis [y.sub.t,i] is ith regional [S.sub.ti] economic development of an evaluation index data, thus forming a new index system, that is, there are l indicators and n evaluation objects, and then construct a data matrix with n x l elements, that is, [([y.sub.t,i]).sub.nxl].
Comparison between Enhanced
Factor Analysis and Principle Component Analysis.
The authors further suggest that this instrument can also be used for conducting a research on the similar sample and then performing other statistical technique like Discriminant Analysis and Confirmatory
Factor Analysis to limiting the study into four factors.
However, this could be partly solved by iterations of
factor analysis that include the latest input data.
The
factor analysis was conducted using Predictive Analytics Soft Ware (PASW) Statistics version 18.
Confirmatory
factor analysis (CFA) in this study, with the factors defined in the EFA (6) the confirmatory
factor analysis was performed in the AMOS v.18 software environment (10).
In such situations use of
factor analysis becomes essential.
