To cross-validate the data, exploratory factor analysis (EFA) was conducted on a randomly selected half the sample (n = 305) to better understand resultant dimensions of the constructs studied, and the other half of (n = 305) the data was later examined via confirmatory factor analysis (CFA) (Hair et al. 2010; Kline 2011).