In this Methods Showcase Article, we illustrate mixed-effects modeling with a multinomial dependent variable as a means of explaining complexities in language. We model data on future-time reference in second language Spanish, which consists of a nominal dependent variable that has three levels, measured over 73 participants. We offer step-by-step…

This study presents and tests a hypothesized structural model that attempts to explain the relationship of writing in English as a foreign language by Taiwanese university students to a variety of factors. Investigated were factors considered to be inhibiting (writing apprehension and writer's block), factors considered to be facilitative (free…