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You want to design a complex correlational study to investigate factors related to exercise habits. Identify three specific variables you could measure in a single study (ensuring at least one is binary and at least one is continuous) and state the primary statistical objective of measuring them together.

Question: You want to design a complex correlational study to investigate factors related to exercise habits. Identify three specific variables you could measure in a single study (ensuring at least one is binary and at least one is continuous) and state the primary statistical objective of measuring them together.

Sample answer: I would measure: (1) weekly exercise time in minutes (continuous), (2) whether the participant has a gym membership (binary), and (3) self-reported physical energy level (continuous). The primary statistical objective of measuring these together in a complex correlational study is to evaluate how this entire set of variables interconnects within a single study.

Key points:

  • Three distinct variables identified
  • At least one binary variable included
  • At least one continuous variable included
  • Statistical objective is to assess how the entire set of variables interconnects in a single study

Rubric: Grading Rubric: - 3 points: Identifies three distinct variables relevant to exercise habits. - 4 points: Ensures the set includes at least one binary variable (e.g., gym membership status) and one continuous variable (e.g., weekly exercise time). - 3 points: States that the statistical objective is to evaluate how the entire set of variables interconnects or to assess the statistical relationships among them in a single study.

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Updated 2026-05-26

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Research Methods in Psychology - 4th American Edition @ KPU

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