Educational Technology Research and Development · 2020 · 42 citations · 26 references
EducationEducational AssessmentEducational MeasurementAssessment DesignAssessment For LearningPsychometricsAssessment ValidityDigital LiteracyDimensionality AssessmentItem AnalysisStudent AssessmentStudent Self-assessmentAssessment ConceptsAssessment TechnologyDigital Assessment DesignEducational Assessment ApplicationsEmpirical EvaluationItem Response Theory ScalingMultidimensional Item Response ModelsTest Item Design
Abstract Digital literacy competence (DL) is an important capacity for students’ learning in a rapidly changing world. However, little is known about the empirical structure of DL. In this paper, we review major DL assessment frameworks and explore the dimensionality of DL from an empirical perspective using assessment data collected using authentic software applications, rather than simulated assessment environments. Secondary analysis on representative data collected from primary and secondary school students in Hong Kong using unidimensional and multidimensional item response theory reveals a general dimension of digital literacy performance and four specific, tool-dependent dimensions. These specific DL dimensions are defined by the software applications that students use and capture commonality among students’ performance that is due to their familiarity with the assessment tools and contexts. The design of DL assessment is discussed in light of these findings, with particular emphasis on the influence of the nature of digital applications and environments used in assessment on the DL achievement scores measured.
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Sample size in factor analysis.
Robert C. MacCallum, Keith F. Widaman, Shaobo Zhang et al. · Psychological Methods · 1999 · 4.8K citations
The relation between 21st-century skills and digital skills: A systematic literature review
Ester van Laar, Alexander Johannes Aloysius Maria van Deursen, Jan van Dijk et al. · Computers in Human Behavior · 2017 · 1.9K citations · Full text
Education, Educational Technology, Information Technology +16
Origins and Concepts of Digital Literacy
David Bawden · 2008 · 581 citations