Statistics education in psychology often falls disappointingly short of its goals. The increasing use of qualitative approaches in statistics education research has extended and enriched our understanding of statistical cognition processes, and thus facilitated improvements in statistical education and practices. Yet conceptual analysis, a fundamental part of the scientific method and arguably the primary qualitative method insofar as it is logically prior and equally applicable to all other empirical research methods—quantitative, qualitative, and mixed—has been largely overlooked. In this paper we present the case for this approach, and then report results from a conceptual analysis of statistics education in psychology. The results highlight a number of major problems that have received little attention in standard statistics education research.
First published November 2010 at Statistics Education Research Journal: Archives
Students preparing for professional statistical work can benefit from experience with real statistical problems presented by real clients and requiring them to engage with the complete problem-solving process without the usual cues of ‘textbook’ examples. We have used such an approach in a capstone unit in statistical consulting, asking students to write about their learning experiences and to reflect on the ways in which such consultations helped them (or not) to develop their professional statistical skills. A content analysis of students’ comments focusing on engagement and motivation confirmed that students had generally positive views of their experience and found the approach engaging and motivating. On this basis, we recommend utilising real problems from real clients as a means of including authentic practice in a professional statistics degree, with consequent benefits for students’ engagement and motivation.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.