Question

In: Statistics and Probability

Investigators conducted a case control study to determine if there was an association between asthma symptoms...

Investigators conducted a case control study to determine if there was an association between asthma symptoms and exposure to dust (dust or no dust). They collected information from 62 matched pairs of cases (those experiencing asthma symptoms) and controls (those not experiencing asthma symptoms). They entered their observed counts in SAS using the code below:

data study;

input case $ control $ count @@;

cards;

dust dust 10

dust no_dust 35

no_dust dust 12

no_dust no_dust 5

;

run;

a) Explain what the value 35 represents in the line of code dust no_dust 35.

(b) Construct an appropriate ‘matched pairs’ table by hand and compute the sample OR for having asthma symptoms comparing those exposed to dust to those not exposed to dust. Interpret this sample OR.

controls

cases

Dust

No Dust

Dust

10

35

No Dust

12

5

(c) By hand, construct the 2x2 table that ignores the matching and simply cross classifies case status and exposure. By hand, compute the sample OR and interpret it.

Solutions

Expert Solution

Ans: a)

@@(double trailing) is used when you want more than one observation from a single record. It tells SAS to not to read a new record when an INPUT statement is encountered.

The current observation is being held in the input buffer until the end of the record is reached. The program does not automatically place the next record into the input buffer each time the INPUT statement is executed, and the current record is not automatically released when it returns to the top of the DATA step. As a result, the pointer location is maintained on the current record which enables the program to read each value in that record.

For example you want to create multiple observations for each input data record

data study;

input case $ control $ count @@;

cards;

dust dust 10 dust no_dust 50 dust no_dust 60

dust no_dust 35

no_dust dust 12

no_dust no_dust 5

;

In the first line you can see I have written multiple observations,SAS will read all the observation for the first records then it will go next line

Output will be like this

case control count

dust dust 10

dust no_dust 50

dust no_dust 60

dust no_dust 35

no_dust dust 12

no_dust no_dust 5


Related Solutions

A. Researchers conducted a case control study to identify the association between alcohol consumption and esophageal...
A. Researchers conducted a case control study to identify the association between alcohol consumption and esophageal cancer among men. They enrolled 187 men with esophageal cancer and 715 men without esophageal cancer. The men were asked about their regular alcohol consumption and the men were categorized as either drinking ≥80 g/day (exposed) or <80 g/day (unexposed). Among the men with esophageal cancer, 92 drank ≥80 g of alcohol per day; 177 of the men without esophageal cancer drank ≥80 g...
You are conducting a case control study to determine if an association exists between melanoma and...
You are conducting a case control study to determine if an association exists between melanoma and indoor tanning. From a statewide cancer registry, you identify 1,107 people who were diagnosed with melanoma during the last three years. You select 1,500 controls for your study. Through a follow-up survey, you find that 696 of those with melanoma had a history of indoor tanning. 48.2% of the control group reported no exposure to indoor tanning. Part I: Calculate the odds ratio. Part...
Researchers conducted a cohort study of the association between air pollution and asthma. The rate ratio...
Researchers conducted a cohort study of the association between air pollution and asthma. The rate ratio was 8.0, when comparing those exposed to high levels of air pollution with those exposed to low levels of air pollution. Which of the following issues should the researchers consider when making their study conclusions and when thinking about causality? Choose all that apply and explain your choice. a) The rate ratio of 8.0 indicates a strong association, which lends support for causality b)...
Epidemiologists conducted a case-control study of asthma and asked participants if they had ever worked in...
Epidemiologists conducted a case-control study of asthma and asked participants if they had ever worked in a factory. They stratified their analysis by smoking. Smoking is associated with asthma and working in a factory. Odds ratio for smokers = 500x100/150x200 = 1.66 Odds ratio for non-smokers = 250x200/200x75= 3.33 Question- By looking at odd ratios, Do you think that there is confounding, effect modification, or neither in this study?
A study was conducted to determine association between physical fitness and overall mortality among adults between...
A study was conducted to determine association between physical fitness and overall mortality among adults between 40 and 70 years of age. Researchers identified 500 study participants who exercised 3 or more times per week (exposed) and 500 study participants who exercised less than 3 times per week (unexposed). The study participants were followed over time until they died, were lost to follow-up, or up to a maximum 10 years of follow-up. The high exercise group had 26 deaths and...
Consider a case-control study of the possible association between alcohol consumption and the risk of esophageal...
Consider a case-control study of the possible association between alcohol consumption and the risk of esophageal cancer as reported by Tyns et al. (1977). The study entailed 200 males diagnosed with esophageal cancer in one of the regional hospitals between the years1972 and 1974, and controls were a sample of 775 adult males selected from electoral lists in each community. The data on alcohol consumption dichotomized at a value of 80 g/d for cases and controls are summarized below: Average...
EPIDEMIOLOGY QUESTION 60. Investigators explored the relationship between coffee drinking and osteoporosis using a case-control study....
EPIDEMIOLOGY QUESTION 60. Investigators explored the relationship between coffee drinking and osteoporosis using a case-control study. They calculated the overall odds ratio and odds ratios among smokers and non-smokers. The results are shown below. OR (overall) = 2.20 OR (smokers) = 5.0 OR (non-smokers) = 1.0 In this example, would smoking be best considered an effect modifier, mediator, or confounder for the relationship between coffee consumption and osteoporosis? A. Confounder B. Mediator C. Effect modifier
A​ case-control (or​ retrospective) study was conducted to investigate a relationship between the colors of helmets...
A​ case-control (or​ retrospective) study was conducted to investigate a relationship between the colors of helmets worn by motorcycle drivers and whether they are injured or killed in a crash. Results are given in the accompanying table. Using a 0.01 significance​ level, test the claim that injuries are independent of helmet color. Color of Helmet Black White Yellow Red Blue Controls​ (not injured) 479 351 29 169 90 Cases​ (injured or​killed) 203 114 8 71 42
A​ case-control (or​ retrospective) study was conducted to investigate a relationship between the colors of helmets...
A​ case-control (or​ retrospective) study was conducted to investigate a relationship between the colors of helmets worn by motorcycle drivers and whether they are injured or killed in a crash. Results are given in the accompanying table. Using a 0.05 significance​ level, test the claim that injuries are independent of helmet color. Color of Helmet Black White Yellow Red Blue Controls​ (not injured) 484 370 34 159 96 Cases​ (injured or​ killed) 213 108 9 68 47 Click here to...
A​ case-control (or​ retrospective) study was conducted to investigate a relationship between the colors of helmets...
A​ case-control (or​ retrospective) study was conducted to investigate a relationship between the colors of helmets worn by motorcycle drivers and whether they are injured or killed in a crash. Results are given in the accompanying table. Using a 0.05 significance​ level, test the claim that injuries are independent of helmet color. Black White Yellow Red Blue Controls (not injured) 503 373 35 160 56 Cases (injured or killed) 215 122 10 66 28 Identify the null and alternative hypotheses....
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT