This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined 1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction and 2)…

This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction; and…

This paper demonstrates how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. We examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance prediction; and (2) what types of in-game features were associated with student…

Recently, chatbot interactions have been used for oral communication practice in the field of foreign language education. Some existing studies have highlighted the use of chatbots in relation to specific L2 skills, yet unfortunately, the user experience component of chatbot interaction has not been empirically researched. This study investigates…

Although most people acknowledge the importance of interactions in class, it is commonly seen some students still rarely actively participate in face-to-face interactions, especially those from a Confucian cultural background. Previous research focused on many factors to understand this phenomenon, yet social anxiousness has not been given enough…

To examine changes in self-reported anxiety during the course of a small group, Spielberger's State-Trait Anxiety Inventory (STAI) was administered at several times to participants in brief, leaderless sensitivity training groups. Results indicate that trait anxiety remained stable while state anxiety decreased significantly. (Author)

A means of reducing teacher anxiety is explored. Administrative policy geared toward a warm and friendly atmosphere that fosters group supportiveness is recommended. (JC)

Rated selected sessions of two long-term psychotherapy groups (N=143) using Gottschalk-Gleser anxiety and hostility verbal content analysis scales. Found group judged to be clinically more successful demonstrated prolonged periods in various states and that affect dimensions of states were consistent with group developmental stage hypothesis…

Provides research data supporting the hypothesis that communication apprehension is negatively related to the amount of self-disclosure. (MH)

The complex relationship of anxiety and its overt manifestations in social situations and the role of an autonomic perception subject characteristic in determining that relationship are briefly discussed. (Author)

The indications are that the employer-employee small group format increases anxiety level of participants. When no group leader is present, the interaction level of the group increases. (AS)

Examination of the role of graduate student interaction during the general examination phase of a university doctoral program. The study finds a positive correlation between peer interaction and examination performance which varied across departments and achievement levels. (Author/AP)

Examines the effects of social anxiety on perception of and response to negatively toned interpersonal feedback. (Author)