In: Statistics and Probability
Total Cardiovascular Disease According to Smoking Status
Disease |
|||
Current Smoker |
Cases |
Person-years |
|
Yes |
882 |
— |
220,965 |
No |
673 |
— |
189,254 |
Calculate the rate ratio and corresponding 95% confidence interval for these data. Express your answer to the nearest hundredth. Interpret your results.
Rate ratio is incidence rate in a exposed group divided by the incidence rate in an unexposed group
Here exposed group is a current smoker , the incidence rate is =882/220965=0.003992
incidence rate for an unexposed group is 673/189254=0.003556
Hence RR= 1.1225
To calculate Confidence interval we will first find out natural logarithm of RR ie LRR=ln RR=0.1156
Next step is to calculate Standard error of LRR =S.E(LRR)=
Next is to calculate [LRR-1.96*S.E(LRR),LRR-1+96*S.E(LRR)]=(0.1156-1.96*0.051,0.1156+1.96*0.051)=(0.01564,0.21556)
Then calculate the antilogarithm of this interval ie which is the 95% confidence interval of Incidence rate ratio
In this study, current smoker had 1.1225 times the rate of developing cardiovascular disease compared to a non smoker. Based on this sample, we are 95% confident that the true rate ratio lies between 1.02 and 1.24. (The answers were rounded to two decimals)