The purpose of this study was to validate a causal and hierarchical model that describes the relations between goal orientations, information processing strategies and development of conceptual knowledge of pre-vocational secondary education-students (n=719; 14 schools). Preferences of students for certain types of goals and information processing strategies were examined using questionnaires. The development of conceptual knowledge was investigated by having students create concept maps before and after a learning situation (e.g. a project). Results of causal and hierarchical analyses showed that students' preferences for mastery and performance goals positively affected their preferences for using deep information processing strategies. Performance of surface information processing strategies had a negative effect on the development of conceptual knowledge.
The aim of the study is to investigate the influence of gender and gender pairing on students’ learning performances and knowledge elaboration processes in Computer-Supported Collaborative Learning (CSCL). A sample of ninety-six secondary school students, participated in a two-week experiment.Students were randomly paired and asked to solve several moderately structured problems concerning Newtonian mechanics. Students’ pretest and posttest performances were analyzed to see whether students’ gender and the gender pairing (mixed or single-gender) were significant factors in their problem solving learning in CSCL. Students’ online interactions were also analyzed to unravel the dynamic process of individual knowledge elaboration. The multilevel analyses revealed that a divergent pattern of knowledge elaboration was a significant predictor for students’ learning achievement, and in mixed-gender dyads students’ knowledge elaboration processes were more inclined to diverge from each other. Moreover, females in single-gender dyads significantly outperformed females in mixed-gender dyads. But this was not the case for male students.
