Question

In: Statistics and Probability

A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms...

A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms of asthma. Two hundred participants are enrolled in the study and randomized to receive either the experimental medication or placebo. The primary outcome is self-reported reduction of symptoms. The data are recorded as follows.

Change in Symptoms

Treatment

Much Worse

Worse

No change

Better

Much Better

Experimental

11

18

36

29

11

Placebo

13

23

40

11

8

Is there a difference in change in symptoms by treatment group? Run the appropriate test at a 5% level of significance.

Solutions

Expert Solution

Answer in in detail below. please let me know in case you've doubts.

We will perform a Chi-Square test of independence between the treatment and change in symptoms variables.

Here, the contingency table below provides the following information: the observed cell totals, (the expected cell totals) and [the chi-square statistic for each cell.

Below are :

Chi-square statistic, p-value and statement of significance appear beneath the table.

Results
MuchWorse Worse NoChange Better MuchBetter Row Totals
Experimental 11  (12.60)  [0.20] 18  (21.52)  [0.58] 36  (39.90)  [0.38] 29  (21.00)  [3.05] 11  (9.98)  [0.11] 105
Placebo 13  (11.40)  [0.22] 23  (19.48)  [0.64] 40  (36.10)  [0.42] 11  (19.00)  [3.37] 8  (9.02)  [0.12] 95
Column Totals 24 41 76 40 19 200  (Grand Total)


The chi-square statistic is 9.0833.

The p-value is .05905.

The result is not significant at p < .05.

Answer: Since the p-value is NOT less than .05 it means that three is NO difference in change symptoms by treatment groups


Related Solutions

A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms...
A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms of asthma. Two hundred participants are enrolled in the study and randomized to receive either the experimental medication or placebo. The primary outcome is self-reported reduction of symptoms. Among 100 participants who receive the experimental medication, 38 report a reduction of symptoms as compared to 21 participants of 100 assigned to placebo. When you test if there is a significant difference in the proportions...
A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms...
A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms of asthma. Two hundred participants are enrolled in the study and randomized to receive either the experimental medication or placebo. The primary outcome is self-reported reduction of symptoms. Among 100 participants who receive the experimental medication, 38 report a reduction of symptoms as compared to 21 participants of 100 assigned to placebo. When you test if there is a significant difference in the proportions...
1. A clinical trial is conducted to compare an experimental medication to placebo to reduce the...
1. A clinical trial is conducted to compare an experimental medication to placebo to reduce the symptoms of asthma. Two hundred participants are enrolled in the study and randomized to receive either the experimental medication or placebo. The primary outcome is self-reported reduction of symptoms. Among 100 participants who receive the experimental medication, 38 report a reduction of symptoms as compared to 21 participants of 100 assigned to placebo. Is there a significant difference in the proportions of participants reporting...
A clinical trial was conducted to test whether medication A could effectively be used to reduce...
A clinical trial was conducted to test whether medication A could effectively be used to reduce the risk of a special disease among people with high risk. The results at the end of the study are listed on the table below with disease without disease total medication A 99 3377 3476 placebo 174 3098 3272 Keep 4 decimal points for your calculations in Q1 - 4, 6 - 8. 1. P(disease| medication A) = Blank 1. Fill in the blank,...
A clinical trial is planned to compare an experimental medication designed to lower blood pressure to...
A clinical trial is planned to compare an experimental medication designed to lower blood pressure to a placebo. Before starting the trial, a pilot study is conducted involving 7 participants. The objective of the study is to assess how systolic blood pressure changes over time untreated. Systolic blood pressures are measured at baseline and again 4 weeks later. Is there a statistically significant difference in blood pressures over time? Run the test at a 5% level of significance. Baseline           120     ...
A clinical trial is planned to compare an experimental medication designed to lower blood pressure to...
A clinical trial is planned to compare an experimental medication designed to lower blood pressure to a placebo. Patients are enrolled and randomized to either the experimental medication or the placebo. The data shown below are data collected at the end of the study after 6 weeks on the assigned treatment. Experimental (n=100) Placebo (n=100) Mean (SD) Systolic Blood Pressure 120.2 (15.4) 131.4 (18.9) % Hypertensive 14% 22% % With Side Effects 6% 8% Is there a significant difference in...
A clinical trial is planned to compare an experimental medication designed to lower blood pressure to...
A clinical trial is planned to compare an experimental medication designed to lower blood pressure to a placebo. Before starting the trial, a pilot study is conducted involving eight participants. The objective of the study is to assess how systolic blood pressure changes over time untreated. Systolic blood pressures are measured at baseline and again 4 weeks later Is there a statistically significant difference in blood pressures over time? Run the test at a 5% level of significance. Give each...
A clinical trial is conducted comparing a new pain reliever for arthritis to a placebo.
  A clinical trial is conducted comparing a new pain reliever for arthritis to a placebo. Participants are randomly assigned to receive the new treatment or a placebo and the outcome is pain relief within 30 minutes. Of the 120 participants who received the new medication, 44 reported pain relief, while 21 out of the 120 participants who received the placebo reported pain relief. Is there a significant difference in the proportions of patients reporting pain relief? Run the test...
A clinical trial is conducted comparing a new pain reliever for arthritis to a placebo. Participants...
A clinical trial is conducted comparing a new pain reliever for arthritis to a placebo. Participants are randomly assigned to receive the new treatment or a placebo and the outcome is pain relief within 30 minutes. The data are shown below. Pain Relief No Pain Relief New Medication 44 76 Placebo 21 99 Is there a significant difference in the proportions of patients reporting pain relief? Run the test at a 5% level of significance. Step 1.           Set up...
The following data describe a clinical trial of an allergy medication: Allergy Drug Placebo Control Total...
The following data describe a clinical trial of an allergy medication: Allergy Drug Placebo Control Total Improvement 65 42 31 138 No Improvement 55 58 49 162 Total 120 100 80 300 a. What is the probability that a randomly selected person in the study was given either the drug or the placebo? b. What is the probability that a randomly selected person either improved or did not improve? c. What is the probability that a randomly selected person either...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT