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Bibliometric Network Analysis in Systematic Landscape Studies: Defining Concentrations of Ideas Within the Landscape

Mon, April 25, 9:45 to 11:15am PDT (9:45 to 11:15am PDT), SIG Virtual Rooms, SIG-Systematic Review and Meta-Analysis Virtual Paper Session Room

Abstract

Landscape reviews are an attempt to analyze the broad sweep of an academic discipline. Such a review requires both a large, inclusive sample and a way to capture the rich characteristics of that discipline. Neither statistical meta-analysis nor narrative review are well-suited to this task. We propose using bibliometric network analysis, a tool for identifying and understanding citation patterns within a discipline, to conduct large-scale landscape reviews. A general outline for the approach is presented along with a more detailed method for finding meaning within network clusters that emerge in the citation maps. Both are illustrated with a case from a sub-discipline of science education.

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