Statistics Education Research Journal · 2003 · 375 citations · 68 references
EducationCurriculumEducational AssessmentPsychometricsStatisticsStatistics EducationData AnalysisDescriptive StatisticsHypothesis TestingStatistical AnalysisStatistical LiteracyStatistical ReasoningConceptual Understanding Of StatisticsRasch Dimensionality AnalysisRasch Model Analysis
The study aimed to confirm statistical literacy as a hierarchical construct and to delineate its levels. Using archived data from two large-scale projects involving over 3,000 students and 80 questionnaire items, the authors applied Rasch analysis to investigate the underlying construct. The analysis revealed a unidimensional construct with six levels—Idiosyncratic, Informal, Inconsistent, Consistent non‑critical, Critical, and Critical mathematical—providing a framework for teachers and curriculum developers. First published November 2003 in the Statistics Education Research Journal Archives.
The aim of this study was, first, to provide evidence to support the notion of statistical literacy as a hierarchical construct and, second, to identify levels of this hierarchy across the construct. The study used archived data collected from two large-scale research projects that studied aspects of statistical understanding of over 3000 school students in grades 3 to 9, based on 80 questionnaire items. Rasch analysis was used to explore an hypothesised underlying construct associated with statistical literacy. The analysis supported the hypothesis of a unidimensional construct and suggested six levels of understanding: Idiosyncratic, Informal, Inconsistent, Consistent non-critical, Critical, and Critical mathematical: These levels could be used by teachers and curriculum developers to incorporate appropriate aspects of statistical literacy into the existing curriculum. First published November 2003 at Statistics Education Research Journal: Archives
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Qualitative Data Analysis: An Expanded Sourcebook
Journal of Environmental Psychology · 1994 · 45.6K citations
Construct validity in psychological tests.
Lee J. Cronbach, Paul E. Meehl · Psychological Bulletin · 1955 · 10.9K citations · Full text