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An important hypothesis in hypertension research is that sodium restriction may lower blood pressure. However, it is difficult to achieve sodium restriction over the long
- An important hypothesis in hypertension research is that sodium restriction may lower blood pressure. However, it is difficult to achieve sodium restriction over the long term, and dietary counseling in a group setting is sometimes used to achieve this goal. The data on urinary sodium (mEq/8hr) in the table below were obtained from 36 older adults who had received 8 weeks of prior dietary counselling and 32 older adults who received no dietary counselling. Previous research has shown that sodium is not normally-distributed in the older adult population. Use these data to answer the questions below the table.
Patient | No Counseling | Received Counselling | Patient | No Counseling | Received Counselling | |
1 | 27.85 | 30.50 | 19 | 19.76 | 34.52 | |
2 | 12.03 | 9.59 | 20 | 19.08 | 23.01 | |
3 | 21.84 | 4.55 | 21 | 34.57 | 15.67 | |
4 | 13.94 | 20.78 | 22 | 19.66 | 13.28 | |
5 | 16.68 | 11.69 | 23 | 36.81 | 26.87 | |
6 | 41.78 | 32.51 | 24 | 40.34 | 24.37 | |
7 | 14.97 | 5.46 | 25 | 32.51 | 30.00 | |
8 | 22.07 | 12.95 | 26 | 37.54 | 23.11 | |
9 | 17.65 | 16.50 | 27 | 30.78 | 19.81 | |
10 | 20.56 | 11.63 | 28 | 19.57 | 20.92 | |
11 | 14.82 | 15.89 | 29 | 37.83 | 32.67 | |
12 | 33.18 | 24.68 | 30 | 39.63 | 7.88 | |
13 | 14.96 | 9.64 | 31 | 43.87 | 33.45 | |
14 | 28.97 | 18.93 | 32 | 17.65 | 26.75 | |
15 | 40.08 | 19.45 | 33 | 21.00 | ||
16 | 36.76 | 30.78 | 34 | 16.89 | ||
17 | 36.11 | 22.46 | 35 | 26.79 | ||
18 | 31.58 | 25.87 | 36 | 22.01 |
- Select an appropriate plot to compare urinary sodium levels in the two groups. Based on the plot, develop a one-sided question that could be answered by a hypothesis test of the difference in mean sodium levels between the 2 groups. [2 Marks] PLEASE TELL ME WHAT ONE-SIDED QUESTION I SHOULD ASK; WHAT TEST TO PERFORM; HOW TO PERFORM IT; AND IF A BOX PLOT IS OKAY TO COMPARE THE SODIUM LEVELS BETWEEN THE GROUPS
- Conduct the appropriate statistical test to answer the one-sided question you developed in question (a) above. What is the answer to your question? Show all calculations. Assume =0.05. [2 Marks]
- What is the p-value for the test statistic you calculated in question (b) above. Show your calculation. [1 Mark]
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