Simulations provide opportunities for individuals to learn and develop skills for situations that may be expensive, time-consuming, or dangerous. Careful design can support a person's learning by tailoring the features of situations to his or her skill level(s), allowing repeated attempts, and by providing timely feedback. Furthermore, simulations…

Simulation environments make it possible for science and engineering students to learn to interact with complex systems. Putting these capabilities to effective use for learning, and assessing learning, requires more than a simulation environment alone. It requires a conceptual framework for the knowledge, skills, and ways of thinking that are…

We are currently at an exciting juncture in developing effective means for assessing so-called 21st-century skills in an innovative yet reliable fashion. One of these avenues leads through the world of "epistemic games" (Shaffer, 2006a), which are games designed to give learners the rich experience of professional practica within a discipline.…

Tasks are the most visible element in an educational assessment. Their purpose, however, is to provide evidence about targets of inference that cannot be directly seen at all: what examinees know and can do, more broadly conceived than can be observed in the context of any particular set of tasks. This paper concerns issues in an assessment design…

The challenges of modeling students' performance in simulation-based assessments include accounting for multiple aspects of knowledge and skill that arise in different situations and the conditional dependencies among multiple aspects of performance in a complex assessment. This paper describes a Bayesian approach to modeling and estimating…

Establishing and refining a framework for performance assessment is especially difficult in large-scale settings that can involve hundreds of judges and thousands of students. This presentation advocates the interactive use of two complementary analytic perspectives and illustrates the approach in the context of the College Entrance Examination…