The purpose of this study was to explore how team members identify the social loafers on their teams and how they explain and manage social loafers' behavior. The participants (n = 49) in the study included members of student teams participating in a service project as a part of their coursework. We collected multiple sources of information:…

The practice and application of education data mining and learning analytics has become the focus of educational researchers. However, it is still a difficult task to explore the law of group learning and the characteristics of individual learning. In this study, the online learning logs of 1,088 students from 22 classes were analyzed from the…

Complex human interactions involve more than just performance toward pre-determined goals. For this reason, systems that measure and seek to improve performance must adapt to a wide range of ever-changing patterns of individual and group behavior. Historically, HPT professionals have recognized these complexities and responded in a variety of…

Per definition, CSCL research deals with the data of individuals nested in groups, and the influence of a specific learning setting on the collaborative process of learning. Most well-established statistical methods are not able to analyze such nested data adequately. This article describes the problems which arise when standard methods are…

The Children's Interaction Matrix, Intermediate and Primary Forms, are designed to identify the preferred work and content styles of children in group situations. These factors aid the researcher, teacher, and counselor in understanding the individual's preferred mode of behavior in groups as well as indicating the students' reaction to group…

After 177 college students in 49 groups participated in group tasks, their perceptions of those groups and individuals in the groups were analyzed for gender differences. In the discriminant analysis of the three interpretable factors for perception of groups (group cohesiveness, power, and personality), gender was a predictor of an individual's…