Recent advancements in large language models (LLMs) hold significant promise for improving physics education research that uses machine learning. In this study, we compare the application of various models for conducting a large-scale analysis of written text grounded in a physics education research classification problem: identifying skills in…

Engaging in interactions with peers is important for student learning. Many studies have quantified patterns of student interactions in in-person physics courses using social network analysis, finding different network structures between instructional contexts (lecture and laboratory) and styles (active and traditional). Such studies also find…

Researchers have pinpointed recognition from others as one of the most important dimensions of students' science and engineering identity. Studies, however, have found gender biases in students' recognition of their peers, with inconsistent patterns across introductory science and engineering courses. Toward finding the source of this variation,…

In entry-level university courses in science, technology, engineering, and mathematics fields, students participating in associated laboratory sessions generally do better than those who have no related lab classes. This is a problem when, for various reasons, not enough lab sections can be offered for students and/or when students opt out of…

Team projects can optimize educational resources in a laboratory, but also create the potential for social loafing. Allowing students to choose their own groups could increase their motivation to learn and improve academic performance. To test this hypothesis, final grades and feedback from students were compared for the same course in two…

We explored the impact of laboratory curriculum on students' understanding of the nature of science at five US universities. The specific curricula studied were traditional (verification), inquiry-based, and research-based. The inquiry curriculum was Inquiries into Chemistry, and the research-based curriculum was developed by the Center for…

In recent years, technological advances such as computers have been employed in teaching gross anatomy at all levels of education, even in professional schools such as medical and veterinary medical colleges. Benefits of computer based instructional tools for gross anatomy include the convenience of not having to physically view or dissect a…

A SERIES OF SEVEN EXPERIMENTS TESTED THE RELATIVE EFFECTIVENESS OF USING FOUR TYPES OF LANGUAGE LABORATORY EQUIPMENT FEATURING INACTIVATED OR ACTIVATED FEEDBACK (IF OR AF) OR LONG OR SHORT DELAY PLAYBACK (LD OR SD) IN LEARNING TO PRONOUNCE FRENCH. AFTER PRELIMINARY EXPERIMENTATION, THREE REPLICATION EXPERIMENTS WERE CONDUCTED WITH PAID JUNIOR…

RELATIVE EFFECTIVENESS OF MECHANICAL TEACHING MACHINES AND PROGRAMED TEXTBOOKS AS TEACHING DEVICES, AND THE EFFECT OF GRADE LEVEL ON LEARNING BY MEANS OF THESE AUTOMATED TEACHING METHODS WERE INVESTIGATED. THE EFFECTIVE DIFFERENCE BETWEEN THE MECHANICAL, WRITE-IN TEACHING MACHINE AND THE PROGRAMED TEXT IS THAT CHEATING IS LESS LIKELY TO OCCUR WITH…

This study attempts to determine relationships among the understanding of English syntactic patterns, reading achievement and grade point average among students at Bronx Community College (New York). The students used in the study were 124 entering freshmen who scored below 60 on the Nelson-Denny Reading Test, and who were enrolled in the reading…

To make comparisons between school districts and to establish standards for educational communications programs, each Director of Educational Communications in each school district in New York State submitted data about his educational communication program. In summary tables for each school district, the following data are presented: the number…