thesis

Learning Statistics using Concept Maps: Effects on Anxiety and Performance

Abstract

The aim of this thesis was to study the use of concept mapping in an undergraduate statistics course in order to examine the effects on statistics anxiety and academic performance by means of a two-group quasi-experimental design. Two undergraduate statistics classes were recruited for this study with one serving as the treatment (concept map) group and one serving as the control (standard instruction) group. It was hypothesized that the use of concept mapping would decrease the statistics anxiety and improve the academic performance of students in the concept map group when compared with the control group. The statistics anxiety of the concept map group decreased more than that of the control group over the course of the semester, but the group differences in anxiety were not found to be statistically significant. The academic performance of both the concept map and control groups remained relatively stable throughout the course of the semester, and the groups did not significantly differ on academic performance measures. Significant differences were found between the concept map and control group on the interpretation anxiety subscale of the statistical anxiety measure used in this study and between the proficient and non-proficient concept map user scores on the computational section of the third academic performance measure. The study hypotheses were not supported. It is suggested that future research include less concept map training, more specific instruction for concept map creation, and investigation of particular student groups

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