Question

In: Statistics and Probability

A study investigated bladder disease and laxative use in men between 80 and 89 years old....

A study investigated bladder disease and laxative use in men between 80 and 89 years old. There were 3000 current laxative users and 7000 laxative non-users at baseline. Within 7 years, 12 of the laxative users and 6 of the laxative non-users developed bladder disease

1. What kind of study is this?

2. What if you want to test the hypothesis that the odds ratio is equal to one. The 95% CI is (1.27, 8.56). What is the conclusion?

3. Now the hypothesis is tested that the risk of bladder disease is 1 in each group (laxatives and non laxatives). Write alternative&null hypothesis (please also define parameters).

Solutions

Expert Solution

1) As we have two groups - one group using laxative (exposed group) and other non - laxative users (unexposed group) and they are followed up for 7 years to see whether they develop bladder disease or not. So, it is a prospective study where we are moving from cause to effect. Hence, it is a cohort study.

2) As 95% CI of odds ratio = [1.27, 8.56], that is both the lower bound and upper bound are greater than one, so, it doesn't include the null hypothesed value of the odds ratio (I e, one), hence, we conclude that the odds ratio is greater than one. Hence, the exposure is the risk factor for outcome.

3) Null hypothesis (Ho) : The Risk of developing the bladder disease among laxative users is same as risk of developing the bladder disease in laxative non-users.

i.e, Relative Risk (R.R) = 1

Alternative hypothesis (H1) : The risk of developing bladder disease among laxative users is higher than the risk in the laxative non-users.

i.e, R.R > 1

Parameter is Relative Risk (R.R) which is the ratio probability of developing disease (incidence of diseases) in exposed group to the probability of developing disease (incidence of disease) in non exposed group.

If R.R = 1, it means exposure has no effect on outcome (disease).

If R.R > 1, it means that exposure is the risk factor for outcome (disease).

If R.R < 1, it means that the exposure is the protective factor for outcome (disease).

Having bladder disease not having bladder disease Total
Laxative users a = 12 b = 2988

a+b = 3000

Non laxative users c = 6 d = 6994 c+d = 7000
Total a+c = 18 b+d = 9982 N = 10,000

So,

Since, R.R > 1, laxative use is risk factor for the bladder disease.


Related Solutions

Two-Way Between-Subjects ANOVA A hypothetical study investigated the extent to which heterosexual men and women were...
Two-Way Between-Subjects ANOVA A hypothetical study investigated the extent to which heterosexual men and women were willing to forgive an opposite-sex partner for transgressions in a relationship. Men and women participants completed a questionnaire in which they read five different scenarios about an opposite-sex partner who transgressed in a relationship. After each scenario, participants rated their willingness to forgive on a scale from 1 (not forgive at all) to 7 (definitely forgive). Hence, total ratings could range from 5 (all...
A hypothetical study investigated periodontal disease and oral hygiene behavior. The outcome of interest was the...
A hypothetical study investigated periodontal disease and oral hygiene behavior. The outcome of interest was the presence or absence of periodontal disease, and the exposure was current oral hygiene practices such as frequency of brushing and use of dental floss. Participants were enrolled during a regular dental visit where they were given a full dental screen and then completed a short questionnaire. a. What type of a study design is this? b. What are the advantages of using this design...
M.Y, an 80 year old asian, american man was diagnosed with Alzheimer’s disease (AD) 3 years...
M.Y, an 80 year old asian, american man was diagnosed with Alzheimer’s disease (AD) 3 years ago. Today his wife brings him to the emergency department because he wandered from his home, fell, and injured his left hip. Subjective data: Can state his name Confused as to place and time Denies memory of wandering or falling Agitated, trying to get up Denies pain Objective Data: Physical examination Left leg shorter than right leg Tense and anxious What precipitating factors may...
“Researchers investigated the relations between exercise mode (cycling and jogging) and VO2max in both men and...
“Researchers investigated the relations between exercise mode (cycling and jogging) and VO2max in both men and women. They concluded that there were no differences in VO2max as a function of exercise mode. They also concluded that men and women differed in VO2max.” 9. What is the dependent variable in this study? 10. There are two independent variables in this study. Name them. 11. State the null hypothesis for each independent variable. 12. What was the authors’ conclusion regarding the null...
A recent study asked 80 women and 75 men if they expected to be promoted at...
A recent study asked 80 women and 75 men if they expected to be promoted at their companies in the next 12 months. 16 women and 19 men said yes. At the .05 level, is there a significant difference between women and men in their expectations of receiving a promotion? a. What is the pooled proportion? b. what is the test statistic? c. is gender difference significant? d. Calculate the 95% confidence interval for the difference in proportions
Men between the ages of 46 and 90 years old were classified according to how many...
Men between the ages of 46 and 90 years old were classified according to how many anger symptoms they exhibit and whether they have coronary heart disease or not. Among 588 men with the most anger symptoms, 53 had coronary heart disease. Among 195 men with no anger symptoms, 12 had coronary heart disease. For those with the most anger symptoms, what is the percent increase in the risk of heart disease? (Round the answer to the nearest whole number.)?...
A study of emergency service facilities investigated the relationship between the number of facilities and the...
A study of emergency service facilities investigated the relationship between the number of facilities and the average distance traveled to provide the emergency service. The following table gives the data collected. Number of Facilities Average Distance (miles) 5 1.57 11 .75 13 .50 18 .35 24 .30 26 .35 Does a simple linear regression model appear to be appropriate? Explain. - No, or Yes; the relationship appears to be - curvilinear or linear c. Develop an estimated regression equation for...
A research study investigated differences between male and female students. Based on the study results, we...
A research study investigated differences between male and female students. Based on the study results, we can assume the population mean and standard deviation for the GPA of male students are µ = 3.5 and σ = 0.6. Suppose a random sample of 100 male students is selected and the GPA for each student is calculated. What is the probability that the random sample of 100 male students has a mean GPA greater than 3.42?
20) A research study investigated differences between male and female students. Based on the study results,...
20) A research study investigated differences between male and female students. Based on the study results, we can assume the population mean and standard deviation for the GPA of male students are µ = 3.5 and σ = .05. Suppose a random sample of 100 male students is selected and the GPA for each student is calculated. Find the interval that contains 95.44 percent of the sample means for male students. µ = Population Mean σ =Population Standard Deviation
5) A research study investigated differences between male and female students. Based on the study results,...
5) A research study investigated differences between male and female students. Based on the study results, we can assume the population mean and standard deviation for the GPA of male students are µ = 4.0 and σ = .75. Suppose a random sample of 100 male students is selected and the GPA for each student is calculated. Find the interval that contains 95.44 percent of the sample means for male students. µ = Population Mean σ =Population Standard Deviation [2.5,...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT