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Shun-Fu Hu; Amery D. Wu; Jake Stone – Journal of Educational Measurement, 2025
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…
Descriptors: Tests, Testing, Scores, Test Construction

Daleiden, Eric L.; And Others – Psychological Assessment, 1996
Results of assessment with 34 children, 35 adolescents, and 40 undergraduates show that State of Mind (SOM) model ratios varied significantly depending on measurement method and self-versus-other condition, although age did not significantly influence SOM ratios, suggesting that the SOM model set point is applicable to children. (SLD)
Descriptors: Adolescents, Age Differences, Children, Diagnostic Tests