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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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