Parallel Analysis
Parallel analysis is an under-used factor extraction technique and is often not reported in the literature. One possible reason for limited use is the analysis is not available in conventional statistical programs such as SPSS or SAS. However, authors suggest that parallel analysis has both merit and application in extracting factors. Thompson adds, “… parallel
analysis appears to be among the best methods for deciding how many factors to extract or retain”.