There is a tradeoff between scale length and psychometric concerns. The two are, in fact, directly linked. Generally, when scales are shortened, reliability is reduced, and when scales are lengthened, reliability is improved, provided the items added to the scale are comparable psychometrically (AERA et al., 2014). Scale reliability, in turn,…

Over the past decade, there has been greater recognition by educators, employers, and policymakers of the importance of behavioral skills and navigation factors (e.g., dependability, cooperation, interests, and goals) for education and career success. A growing body of research shows that these factors contribute to diverse positive outcomes in…