In this investigation we propose new machine learning methods for automated scoring models that predict the vocabulary acquisition in science and social studies of second grade English language learners, based upon free-form spoken responses. We evaluate performance on an existing dataset and use transfer learning from a large pre-trained language…

Through the presentation of two bilingual reader profiles, this article will illustrate how miscue analysis can act as a culturally relevant assessment tool as it allows for the study of reading across different spoken and written languages. The research presented in this article integrates a socio-psycholinguistic perspective to reading and a…

We empirically examined the effect of reading comprehension on passage fluency in English and Spanish in the context of Cummins interdependence hypothesis (1979) and Perfetti's blueprint of the General Components of Reading (1999). Participants were 96 second-grade English learners being taught to read in Spanish and English. Measures in both…

This collaborative action research aimed to explore some classroom-based assessment strategies to assess the reading skills of young children. This article presents the findings of the pre-intervention stage as part of an action research study where a teacher's perception and practice of assessing the reading skills of young learners were…

The authors reported findings from 3 studies examining the efficacy of Five Standards pedagogy in raising student achievement. Studies 1 and 2 were randomized designs; Study 3 was a quasi-experimental design. Samples included 53 teachers and 622 predominantly low-income Latino students in Grades 1-4. Studies assessed model fidelity with the…

This study examined the validity of Nonsense Word Fluency as an index of beginning reading proficiency for students in kindergarten through second grade. Validity evidence for Nonsense Word Fluency is addressed in the context of research-based instructional practices implemented on a large scale. Technical adequacy data are presented for all…

This study examined whether oral reading fluency in a child's first language (Spanish) as assessed by Curriculum-Based Measurement (CBM) was related to oral reading fluency in a second language (English) and whether Spanish oral reading fluency probes administered in the fall were predictive of English oral reading fluency outcomes for spring of…