Question
Q1) Which of the following statements is right in regard to the relationship between the probability (p) and Odds for an event in a population?
Q1) Which of the following statements is right in regard to the relationship between the probability (p) and Odds for an event in a population?
- P = Odds;
- P and Odds are not related
- Odds usually is bigger than p (assuming p 0)
- None of the above statements is right
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A study was conducted to assess the potential associations between incident hypertension and a group of potential predictors [including Age, Sex, Systolic blood pressure (SBP), Diastolic blood pressure (DBP), BMI, and Current smoking status]. The data were analyzed using a multiple logistic linear regression model, and the outputs from a computer-based analysis were summarized as following (Table 9-30 in your text book). The significance level was set at 0.05.
Predictor variable Regression coefficient Chi square value p value
Intercept 18.416 746.103 0.0001
Age (years) 0.0533 95.004 0.0001
Sex* -0.2524 6.189 0.0129
SBP 0.0629 141.417 0.0001
DBP 0.0752 80.237 0.0001
BMI 0.0637 29.209 0.0001
Current smoker 0.3270 10.116 0.0015
*Gender is coded 1 = male and 0 = female. Current smoker is coded 1 = yes and 0 = no. The outcome variable is coded as Y = 1, with hypertension, and Y = 0, without hypertension.
Q2) For a male increased BMI by 1 unit, SBP by 5 units and DBP by 2 units in a very short period (as such, the Age and Current smoker were regarded as unchanged). What was the expected OR of having hypertension for this man before and after these changes? [In regard to rounding in your calculation, choose the answer identical or the closest to what you got!]
- Cannot be decided
- 0.5
- 1.70
- 8
Q3) What is the expected OR of having hypertension for two men who have the same Age, SBP, DBP, and BMI but different Current smoking statuses? [In regard to rounding in your calculation, choose the answer identical or the closest to what you got!]
- Cannot be decided
- 0.03
- 5.23
- 1.39
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