New Artificial Intelligence methods hold the potential to transform qualitative research in mathematics education. This study introduces and uses the machine learning technology of simple neural networks to automatically analyse transcript data. This serves as the basis to reflect on the use of machine learning technology in order to uncover some…

This article reviews Rosenthal and Jacobson's (1968) seminal study, "Pygmalion in the Classroom" (PC). We consider what preceded PC, the actual study, immediate criticisms of it, Rosenthal's reactions to the criticism, and, importantly, the research that followed PC from 1968 to roughly 1990. Despite critical criticisms of it, we…

Studies by the National Association for Educational Progress found that English Language Learner (ELL) students perform poorly compared to other students on standardized mathematics exams. The research problem addressed how Sheltered Instruction Observation Protocol (SIOP) affected the instructional practices of high school mathematics teachers.…

Cites materials in the ERIC system concerning research on classroom communication and its implications, and notes some of the problems with that research. (HTH)

A study in which the ability of Peruvian teachers of English as a Second Language to simplify their own use of English appropriately for classroom use was examined, is discussed. It is noted that the study provides new data and has implications for future research on classroom language. It supports prior work on teacher talk and implies that…

School research should be more social in nature, i.e., contextualized, interactive/dynamic, and sensitive to participant conceptions. To explore the possibilities and limitations of the social study of social studies, a conception of social research is delineated, using recent social studies classroom research as illustration. Research utilization…

Given the complexity of classroom reading observations, maintenance of measurement reliability is a concern to researchers. Sources of variation contributing to the unreliability of many measurements may be either (1) lasting and specific, (2) lasting and general, (3) temporary and specific, or (4) temporary and general. Lasting-specific sources…

Questions the results of an earlier study that found that accommodating instructional style to disadvantaged students' interaction patterns increases the students' achievement-related behavior. (AEA)

This is a review of studies designed to assess the attributes of teacher-student interaction predicted to be correlated with student achievement. The paper includes: (1) a summary review of the types of teacher characteristics found to be correlated with student achievement and attitude; (2) a summary of the research done using the Flanders…

The findings of eight reviews of process-product studies are synthesized. Results are organized under the main headings of time, instructional organization, monitoring, management, instruction, and environment. The paper begins with a brief history of research on teacher effectiveness, a description of the process-product paradigm, and a…

Written to assist future researchers in conducting cross-national studies of classroom behaviors, this study indicates a number of factors which may reduce the validity of comparisons made. It is based on an investigation which explored the feasibility of using the Activities Categories Instrument and the Flanders Interaction Analysis Categories…

This paper presents recently reported findings that associate teacher behavior with student achievement. These findings fall under 5 general categories: time usage, classroom management, teacher expectations, teacher effectiveness research, and specific teacher behaviors. Research on time usage has demonstrated that the same amount of learning…

School-related research is reviewed under seven categories of nonverbal communication: environmental factors, proxemics, kinesics, touching behavior, physical characteristics, paralanguage, and artifacts. (Author/MH)