OverviewThis short paper assignment will help you understand how confidence intervals provide us with information on how well a sample represents a population and helps us to answer specific types of...

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Overview




This short paper assignment will help you understand how confidence intervals provide us with information on how well a sample represents a population and helps us to answer specific types of research questions.




A study was done looking at communication between adolescents with asthma and their health care provider. Forty-six providers from four pediatric practices in North Carolina agreed to participate in the study. Two clinics were in rural areas and two were in suburban areas of North Carolina. Adolescent patients who agreed to participate were randomized, along with their caregiver, into either the intervention group or the usual care group. The intervention group watched a video on an iPad and then completed an asthma question prompt list before their visits. All visits were audiotape recorded. A secondary analysis of transcripts from these medical visits of adolescents, ages 11-17 years, discovered that 44% (81 out of 185) of the adolescents and/or their providers from the intervention group discussed tobacco smoking in a visit versus 32% (56 out of 174) in the control group.




From these results we can compute 3 different 95% confidence intervals using the sample proportions (p) from this study.







  1. For estimate, pi = 0.44, 95% CI: (0.37, 0.51)



  2. For estimate, pc = 0.32, 95% CI: (0.25, 0.39)



  3. For estimate, pi – pc = 0.44 -0.32 = 0.12, 95% CI: 0.02, 0.22)






Prompt




After reading the short paper scenario and using the information provided, complete the steps below.




Part I







  1. Describe the population that this sample was selected from.



  2. Write out theresearch questionthat can be answered by the confidence interval (CI) in (a).



  3. Describe in words thepopulation parameterthat is being estimated by the confidence interval in (a).



  4. What is themargin of errorfor the confidence interval in (a)?






  5. Interpretthe CI in (a) using your own words. What answer is it giving us in regard to the research question?






Part II







  1. Write out theresearch questionthat can be answered by the confidence interval in (c).



  2. Describe in words thepopulation parameterthat is being estimated by the confidence interval in (c).



  3. What is themargin of errorfor the confidence interval in (c)?






  4. Interpretthe confidence interval in (c) using your own words. What answer is it giving us in regard to the research question?






What to Submit




Submit your paper as a Microsoft Word document with double spacing, 12-point Times New Roman font, and one-inch margins. References are not required. The point of this paper is to show how well you interpret confidence intervals. However, if you do provide information from a published resource, be sure to cite and reference it.

Answered 5 days AfterMar 18, 2023

Answer To: OverviewThis short paper assignment will help you understand how confidence intervals provide us...

Monica answered on Mar 24 2023
30 Votes
Part 1
1. This sentence describes the sampling method used in a study conducted in North Carolina. The study focused on adolescents with asthma
and their medical providers and was conducted in four paediatric institutions, including two rural and two suburban clinics.
2. The statisticians use a confidence interval to determine the range of values in which the real value of a population parameter is likely to fall. The study question in this case is what is the likely range of values for the proportion of asthmatic adolescents and their healthcare providers who addressed tobacco use during a visit to the doctor in the intervention group, and the confidence interval is used to provide an answer.
3. The demographic parameter being evaluated by the confidence interval given in is the percentage of all teenagers with asthma and their medical professionals who discussed tobacco smoking during a medical visit in the intervention group. (2).
4. The accuracy of the estimate supplied by the confidence interval is determined by the margin of error. The calculation for the confidence interval's margin of error in this instance is (0.51 - 0.37)/2 = 0.07; or 7%. In the intervention group, this suggests that the actual percentage of asthmatic teenagers and the healthcare providers who addressed tobacco use during a visit to the doctor is likely to be within 7 percentage points of the estimated percentage.
5. According to the confidence interval...
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