Bayesian methods offer many advantages when applied to psychological research, yet they may seem esoteric to researchers who are accustomed to traditional methods. This paper aims to lower the barrier of entry for developmental psychologists who are interested in using Bayesian methods. We provide worked examples of how to analyze common study…

Autism Spectrum Disorder (ASD) is a heterogeneous condition associated with differences in functional neural connectivity relative to neurotypical (NT) peers. Language-based functional connectivity represents an ideal context in which to characterize connectivity because language is heterogeneous and linked to core features in ASD, and NT language…

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…

State leaders have long recognized the value of statewide tests. Many had well-developed testing systems long before the No Child Left Behind Act, signed in 2002, required annual assessments in grades 3-8. Another sign of that recognition is the recent plethora of new state testing requirements for K-3 students. But would states continue to test…

Drawing from humanizing pedagogies (Bartolome, 1994; del Carmen Salazar; Freire & Ramos, 1993) and humanizing research (Paris & Winn, 2013), in this article I propose an approach to "humanizing assessment" that begins with the position that inclusive and equitable educational opportunities and assessment practices that meet the…