Which of the following statements is correct about why you would use the Yates continuity correction when performing a Power analysis?

Scenario 6

Suppose that you wanted to determine if a dietary supplement is effective at lowering blood pressure. You randomly select 200 people with slightly elevated blood pressure and give them either a placebo or the dietary supplement. Your research design is as follows in Table 1. You randomly select 100 people to receive the dietary supplement, and 100 people to receive the placebo. In order to determine the effectiveness of the dietary supplement, you measure systolic blood pressure. The drug was considered a success if it reduced blood pressure levels below 130 mm Hg. Your research hypothesis is: The dietary supplement will reduce blood pressure compared to placebo in people with moderately high blood pressure levels.

Table 1. Dietary Supplements and Lowering Blood Pressure

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Blood pressure below 130mmHgBlood Pressure above 130 mm Hg
Placebo
n=100
20 people80 people
Dietary SupplementN=10030 people70 people
  1. What is the null hypothesis equation for this experiment?
    Answer: ___________
  2. What proportion of people that received the placebo control had their blood pressure reduced at the end of the study?
    Answer: ___________
  3. What proportion of people that received the placebo control had their blood pressure reduced at the end of the study?
    Answer: ___________
  4. What statistical test would you use?
    A 2 proportion z-test
    B     ANOVA
    C     Relative Risk
    D     2 sample t-testAnswer: ___________
  • Based on the statistical test you chose, do you accept or reject the null hypothesis at P=0.05? Please paste your data output file in the area below.Answer: ___________
  • What is the 95% confidence interval for this experiment?Answer: ___________
  1. What is the power of this statistical test? Please paste your data output file in the space below.

Answer:  ___________

  • Assuming that the expected proportions remain the same for the two groups, how many samples are needed to achieve a power level of 0.80?Answer: ___________
  • Which of the following statements is correct about why you would use the Yates continuity correction when performing a Power analysis?

A     To increase your chances of making a type I error.
B     To decrease your chances of making a type I error.
C     To increase your chances of making a type II error.
D     To decrease your chances of making a type II error.

Answer: ___________