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A set of therapists are interested in testing whether spending time with a pet while a patient is hospitalized can reduce anxiety symptoms. They have

A set of therapists are interested in testing whether spending time with a pet while a patient is hospitalized can reduce anxiety symptoms. They have some pre-existing knowledge to suggest that pet therapy is helpful, but they want to know whether the size of the pet matters. Below is a subset of their data:

Small Dog

Medium Dog

Large Dog

6

3

4

5

2

3

4

4

5

7

5

1

8

1

1

  • What is the independent variable? (1 point)
  • What are the levels of the independent variable? (1.5 points)
  • Conduct all five steps of a one-way analysis of variance to determine if there is a difference in stress based on animal size. (12 points total)
    • STEP 1: STATE THE HYPOTHESES
    • Null hypothesis in written and statistical notation form (1 point)
    • Alternative hypothesis in written and statistical notation form (1 point)
    • STEP 2: DETERMINE THE SAMPLING DISTRIBUTION
    • There are three samples from separate populations and there is a single score for each case within each sample. We need to analyze the variance of the samples and therefore will use the F distribution and the ANOVA test (0 points)
    • STEP 3: SET P VALUE AND DETERMINE CRITICAL VALUES
    • Correct degrees of freedom between and within (1 point total)
    • Correct critical value (1 point)
    • STEP 4: CONDUCT HYPOTHESIS TEST AND COMPARE TO CRITICAL VALUE
    • Correct equation used (1 point)
    • Correct within-groups variance found (1 point)
    • Correct between-groups variance found (1 point)
    • Correct F statistic value found (1 point)
    • Demonstrates comparison of F obtained to F critical (1 point)
    • STEP 5: DECISION AND CONCLUSION
    • Decision: Fail to Reject or Reject the null hypothesis (1 point)
    • Conclusion: Written in words a clear interpretation of results (1 point)
    • Writes conclusion in statistical notation (1 point)
  • Based on the results above, make a recommendation to a hypothetical therapist about pet therapy and patient stress.
    • Write 1-2 sentences demonstrating understanding of F statistic and what a significant or non-significant result means. This may require discussion of future analyses (2.5 points).

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