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An analysis is presented of what master’s students perceive as the most challenging aspects of primary literature before and after instruction in critical reading of scientific articles. After instruction, students increasingly focus on challenges requiring critical thinking.

Structured analysis of primary literature, including one flawed and two conflicting papers, highly increased students’ self-efficacy, but a significant increase in performance was observed only for some aspects of science-process skills.

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