In computerized adaptive testing, item exposure control methods are often used to provide a more balanced usage of the item pool. Many of the most popular methods, including the restricted method (Revuelta and Ponsoda), use a single maximum exposure rate to limit the proportion of times that each item is administered. However, Barrada et al.…

Because autistic youth experience increased suicide risk and there are no suicide risk screening tools for this population, existing measures need to be evaluated and then modified with input from the autism community. This pilot study obtained feedback from autistic youth, caregivers, and autism specialist clinicians (N = 14) on the applicability…

By design, randomized experiments (XPs) rule out bias from confounded selection of participants into conditions. Quasi-experiments (QEs) are often considered second-best because they do not share this benefit. However, when results from XPs are used to generalize causal impacts, the benefit from unconfounded selection into conditions may be offset…

Scoring high-dimensional assessments (e.g., > 15 traits) can be a challenging task. This paper introduces the multilabel neural network (MNN) as a scoring method for high-dimensional assessments. Additionally, it demonstrates how MNN can score the same test responses to maximize different performance metrics, such as accuracy, recall, or…

This paper examines recent reforms in English-language testing in Japan using a policy distraction framework. We identify the term 'washback (effect)' and other related discourses as major distractors and investigate how 'washback' discourses have functioned as political slogans or catchphrases in policy deliberation processes and how they have…