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A school counselor introduces a peer-mentoring program to at-risk ninth-graders in September and then collects academic self-efficacy scores from those same students in December. Because the program (independent variable) was implemented before the outcome measure (dependent variable) was collected, this quasi-experimental design resolves the directionality problem.

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Updated 2026-05-26

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Research Methods in Psychology - 4th American Edition @ KPU

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