/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q22 Critical Thinking. In Exercises ... [FREE SOLUTION] | 91影视

91影视

Critical Thinking. In Exercises 17鈥28, use the data and confidence level to construct a confidence interval estimate of p, then address the given question.

Medication UsageIn a survey of 3005 adults aged 57 through 85 years, it was found that 81.7% of them used at least one prescription medication (based on data from 鈥淯se of Prescription and Over-the-Counter Medications and Dietary Supplements Among Older Adults in the United States,鈥 by Qato et al.,Journal of the American Medical Association,Vol. 300, No. 24).

a.How many of the 3005 subjects used at least one prescription medication?

b.Construct a 90% confidence interval estimate of thepercentageof adults aged 57 through 85 years who use at least one prescription medication.

c.What do the results tell us about the proportion of college students who use at least one prescription medication?

Short Answer

Expert verified

a.The number of adults aged 57 through 85 years who use at least one prescription medication is equal to 2455.

b. The 90% confidence interval estimate of the percentage of adults aged 57 through 85 years who use at least one prescription medication is equal to (80.54%, 82.86%).

c. As the survey involved only adults aged 57 through 85 years, the above results do not suggest anything about the proportion of college students who use at least one prescription medication.

Step by step solution

01

Given information

The medication usage of adults aged 57 through 85 years is recorded. In a sample of 3005 adults aged 57 through 85 years, 81.7% of them use at least one prescription medication.

02

Conversion of proportion to a number

a.

The number of adults aged 57 through 85 years who use at least one prescription medication is equal to:

81.7%of3005=81.71003005=2455

Therefore, the number of adults aged 57 through 85 years who use at least one prescription medication is equal to 2455.

03

Expression of the confidence interval

The confidence interval has the following expression:

p^-E<p<p^+E

Here, E is the margin of error and has the following formula:

E=z2p^q^nwhere

p^is the sample proportion of adults aged 57 through 85 years who use at least one prescription medication.

q^is the sample proportion of adults aged 57 through 85 years who do not use any prescription medication.

n is the sample size

z2is the one-tailed critical value of z

04

Compute the critical value

The confidence level is given to be equal to 90%. Thus, the corresponding level of significance is equal to 0.10.

Now,=0.10

The value of z2form the standard normal table is equal to 1.645.

05

Compute the margin of error

The margin of error is computed as shown below:

E=z2p^q^n=1.6450.8170.1833005=0.0116

06

Compute the confidence interval

b.

The value of the confidence interval is computed as follows:

p^-E<p<p^+E0.817-0.0116<E<0.817+0.01160.8054<p<0.828680.54%<p<82.86%

The 90% confidence interval estimate of the percentage of adults aged 57 through 85 years who use at least one prescription medication is equal to (80.54%, 82.86%).

07

Subjects targeted by the results

c.

The above results do not suggest anything about the proportion of college students who use at least one prescription medication because the sample consisted of only adults aged 57 through 85 years.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91影视!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

In Exercises 9鈥16, assume that each sample is a simplerandom sample obtained from a population with a normal distribution.

Garlic for Reducing Cholesterol In a test of the effectiveness of garlic for lowering cholesterol, 49 subjects were treated with raw garlic. Cholesterol levels were measured before and after the treatment. The changes (before minus after) in their levels of LDL cholesterol(in mg/dL) had a mean of 0.4 and a standard deviation of 21.0 (based on data from 鈥淓ffect of Raw Garlic vs Commercial Garlic Supplements on Plasma Lipid Concentrations in Adults with Moderate Hypercholesterolemia,鈥 by Gardner et al.,Archives of Internal Medicine,Vol. 167).Construct a 98% confidence interval estimate of the standard deviation of the changes in LDL cholesterol after the garlic treatment. Does the result indicate whether the treatment is effective?

Confidence Intervals. In Exercises 9鈥24, construct the confidence interval estimate of the mean.

Student Evaluations Listed below are student evaluation ratings of courses, where a rating of 5 is for 鈥渆xcellent.鈥 The ratings were obtained at the University of Texas at Austin. (See Data Set 17 鈥淐ourse Evaluations鈥 in Appendix B.) Use a 90% confidence level. What does the confidence interval tell us about the population of college students in Texas?

3.8 3.0 4.0 4.8 3.0 4.2 3.5 4.7 4.4 4.2 4.3 3.8 3.3 4.0 3.8

Coping with No Success: According to the Rule of Three, when we have a sample size n with x = 0 successes, we have 95% confidence that the true population proportion has an upper bound of 3/n. (See 鈥淎 Look at the Rule of Three,鈥 by Jovanovic and Levy, American Statistician, Vol. 51, No. 2.)a. If n independent trials result in no successes, why can鈥檛 we find confidence interval limits by using the methods described in this section? b. If 40 couples use a method of gender selection and each couple has a baby girl, what is the 95% upper bound for p, the proportion of all babies who are boys?

Sample Size. In Exercises 29鈥36, find the sample size required to estimate the population mean.

Mean Body Temperature Data Set 3 鈥淏ody Temperatures鈥 in Appendix B includes 106 body temperatures of adults for Day 2 at 12 am, and they vary from a low of 96.5掳F to a high of 99.6掳F. Find the minimum sample size required to estimate the mean body temperature of all adults. Assume that we want 98% confidence that the sample mean is within 0.1掳F of the population mean.

a. Find the sample size using the range rule of thumb to estimate s.

b. Assume that =0.62F, based on the value of s=0.6Ffor the sample of 106 body temperatures.

c. Compare the results from parts (a) and (b). Which result is likely to be better?

Confidence Intervals. In Exercises 9鈥24, construct the confidence interval estimate of the mean. Arsenic in Rice Listed below are amounts of arsenic (渭g, or micrograms, per serving) in samples of brown rice from California (based on data from the Food and Drug Administration). Use a 90% confidence level. The Food and Drug Administration also measured amounts of arsenic in samples of brown rice from Arkansas. Can the confidence interval be used to describe arsenic levels in Arkansas? 5.4 5.6 8.4 7.3 4.5 7.5 1.5 5.5 9.1 8.7

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.