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…

In this study we document how a mathematical idea, shared by a student, changes the development of the class discussion. Our work characterizes the flexible and open dynamics in mathematics instruction that a teacher adopts to give her students control of their own mathematical ideas. Our work argues that this flexibility is necessary for teachers…

It can be said that effective development of intercultural sensitivity depends on the regulations and practices in the curriculum. Integrated program implementations are seen as one of the ways of regulation. In the study, a nested integration model was used in a single discipline. In this context, scientific research methods are considered as a…

In this year-long randomized control trial (RCT), we evaluated the effectiveness of a year-long, intensive, and structured virtual professional development (VPD) accompanying science-integrated English-as-second-language (ESL) instructional intervention on 187 second grade English learners' English language and literacy development in suburban…

Teaching English Language Learners (ELL) academics while they are acquiring English language skills is a challenge for teachers. This action research examines the use of Response To Intervention (RTI) in teaching ELLs mathematical language and its effect on students' math achievement in primary grades. It shows that when mathematical language…

This study examines how young second language learners acquire academic language. Among the main language groups represented were Punjabi, Hindi, Tamil, Estonian, Serbian, Arabic as well as 23 other language groups. I monitored over 75 students, in grades 1, 2 and 4. I was interested in exploring what strategies best promoted coherence in…

This study was conducted at a public school with a population of over 900 students. Among the main language groups represented were Punjabi, Hindi, Tamil, Estonian, Serbian, Arabic as well as 23 other language groups. The author monitored over 75 students, in grades 1, 2 and 4. She was interested in exploring what strategies best promoted…