How can assessments measure complex science learning? Although traditional, multiple-choice items can effectively measure declarative knowledge such as scientific facts or definitions, they are considered less well suited for providing evidence of science inquiry practices such as making observations or designing and conducting investigations.…

Recent Monte Carlo research has illustrated that the traditional method for assessing the construct-related validity of assessment center (AC) post-exercise dimension ratings (PEDRs), an application of confirmatory factor analysis (CFA) to a multitrait-multimethod matrix, produces inconsistent results [Lance, C. E., Woehr, D. J., & Meade, A. W.…

Assigned factor scores to therapist and client utterances. Constructed a 17 x 17 correlation matrix consisting of correlations across 4 lagged utterances. Principal-components analysis revealed 4 therapist-client interaction factors: mutual therapeutic engagement, mutual therapeutic negotiation, undirected client reminiscence, and sustained…