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• Construction and critiquing are core practices of data visualization literacy. • Learners' critiques mainly focused on secondary criteria before instruction. • Online peer critiquing facilitated epistemic understanding. • Epistemic scaffolds further promoted primary epistemic criteria use. • Epistemic network analysis reveals changes of learners' epistemic criteria use.
Hsin‐Yi Chang (Thu,) studied this question.
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