Question

In: Statistics and Probability

Consider the data in the following table, obtained from a cohort study conducted by Iso and...

  1. Consider the data in the following table, obtained from a cohort study conducted by Iso and colleagues [Isa H, Date C, Yamamoto A, et al. Smoking cessation and mortality from cardiovascular disease among Japanese men and women. The JACC study. Am J Epidmeiol. 2005;161(2):170-179.].

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.

Solutions

Expert Solution

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)


Related Solutions

The data in the table below is from a study conducted by an insurance company to...
The data in the table below is from a study conducted by an insurance company to determine the effect of changing the process by which insurance claims are approved. The goal was to improve policyholder satisfaction by speeding up the process and eliminating some non-value-added approval steps in the process. The response measured was the average time required to approve and mail all claims initiated in a week. The new procedure was tested for 12 weeks, and the results were...
The data in the table below is from a study conducted by an insurance company to...
The data in the table below is from a study conducted by an insurance company to determine the effect of changing the process by which insurance claims are approved. The goal was to improve policyholder satisfaction by speeding up the process and eliminating some non-value-added approval steps in the process. The response measured was the average time required to approve and mail all claims initiated in a week. The new procedure was tested for 12 weeks, and the results were...
The data in the table below is from a study conducted by an insurance company to...
The data in the table below is from a study conducted by an insurance company to determine the effect of changing the process by which insurance claims are approved. The goal was to improve policyholder satisfaction by speeding up the process and eliminating some non-value-added approval steps in the process. The response measured was the average time required to approve and mail all claims initiated in a week. The new procedure was tested for 12 weeks, and the results were...
The following results were obtained in an environmental cohort study which was investigating the risk of...
The following results were obtained in an environmental cohort study which was investigating the risk of brain cancer associated with exposure to high power transmission lines. Brain cancer was a binary variable meaning the person had it or did not.    Radiation Dose (REM) Total population Cases of brain cancer Cumulative Incidence Relative Risk 0-0.99 25,000 2,700 1.0 1-4.99 10,000 1,300 ≥5 2,000 1,500 Please fill in the table above. Please show all your work. Use the lowest radiation category (i.e....
A cohort study of smoking and bladder cancer was conducted in a small island population. There...
A cohort study of smoking and bladder cancer was conducted in a small island population. There were a total of 1,000 people on the island. Four hundred were smokers and 600 were not. Fifty of the smokers developed bladder cancer. Ten of the non-smokers developed bladder cancer. What is the exposure and what is the disease? Set up the two by two table for these data with labels for exposures and disease status. Which measure of association/comparison should we use...
Consider the reaction A + B → Products From the following data obtained at a certain...
Consider the reaction A + B → Products From the following data obtained at a certain temperature, determine the order of the reaction. Enter the order with respect to A, the order with respect to B, and the overall reaction order. [A] (M) [B] (M) Rate (M/s) 1.50 1.50 3.20 ×10−1 1.50 2.50 3.20 ×10−1 3.00 1.50 6.40 ×10−1
(b) The following data was obtained from a study of an ecosystem in which 10 different...
(b) The following data was obtained from a study of an ecosystem in which 10 different species were randomly identified and their heights measured. As a Research Assistant for Plant Ecology Laboratory, determine: (i) Mean height of all species combined (ii) Variance as a measure of variability in plant height (iii) Standard deviation SPECIES HEIGHT(cm) 1. Beech (Fagus spp.) 300 cm 2.Hackberry (Celtis occidentalis) 90cm 3. Southern red oak (Quercus faclcata) 80 cm 4. Dogwood (Comus florid) 600 cm 5....
5. Consider the following project data: A Shs 2 million feasibility study will be conducted at...
5. Consider the following project data: A Shs 2 million feasibility study will be conducted at t =0. If the study indicates potential, the firm will spend Shs 10 million at t= 1 to build a prototype. The best estimate is that there is an 80% chance that the study will indicate potential and 20% chance that it will not. If reception of the prototype is good the firm will spend Sh. 350 million to build a production plant at...
5. Consider the following project data: A 2 million feasibility study will be conducted at t...
5. Consider the following project data: A 2 million feasibility study will be conducted at t =0. If the study indicates potential, the firm will spend 10 million at t= 1 to build a prototype. The best estimate is that there is an 80% chance that the study will indicate potential and 20% chance that it will not. If reception of the prototype is good the firm will spend 350 million to build a production plant at t=2. The best...
The following data are taken from a study conducted by the National Park System, of which...
The following data are taken from a study conducted by the National Park System, of which Death Valley is a unit. The ground temperatures (°F) were taken from May to November in the vicinity of Furnace Creek. Compute the mean, median, mode,midrange,range, sample standard deviation and variance. 146 180 152 178 168 178 174 168 180 165 178 152 179 144
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT