Short Answer

Imagine you are designing a complex correlational study to investigate how college students' academic confidence relates to their academic performance. Using Radcliffe and Klein's study as a structural model, identify four parallel variables you would measure simultaneously in this new academic context.

Question: Imagine you are designing a complex correlational study to investigate how college students' academic confidence relates to their academic performance. Using Radcliffe and Klein's study as a structural model, identify four parallel variables you would measure simultaneously in this new academic context.

Sample answer: To model Radcliffe and Klein's design, the variables measured simultaneously would be: (1) academic confidence (the trait/predictor), (2) academic behaviors (such as study hours or attendance), (3) knowledge of academic resources (such as tutoring locations), and (4) personal risk beliefs (such as perceived risk of academic probation).

Key points:

  • Academic confidence as the baseline trait
  • Academic behaviors (e.g., studying, class attendance)
  • Knowledge of academic resources or risk factors
  • Personal beliefs about academic risk or performance outcomes

Rubric: The answer should apply the four categories of variables from the original study (optimism/trait, health behaviors, risk knowledge, risk beliefs) to an academic context. The proposed variables must cover student confidence, a behavior, academic resource knowledge, and risk/failure beliefs, measured simultaneously.

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Updated 2026-05-27

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Research Methods in Psychology - 4th American Edition @ KPU

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