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Refer to the Archives of Paediatrics and Adolescent Medicine (Dec. 2007) study of honey as a children’s cough remedy, Exercise 2.31 (p. 86). Children who were ill with an upper respiratory tract infection and their parents participated in the study. Parents were instructed to give their sick child dosage of liquid “medicine” before bedtime. Unknown to the parents, some were given a dosage of dextromethorphan (DM)—an over-the-counter cough medicine—while others were given a similar dose of honey. (Note: A third group gave their children no medicine.) Parents then rated their children’s cough symptoms, and the improvement in total cough symptoms score was determined for each child. The data (improvement scores) for the 35 children in the DM dosage group and the 35 in the honey dosage group are reproduced in the next table. Do you agree with the statement (extracted from the article), “Honey may be a preferable treatment for the cough and sleep difficulty associated with childhood upper respiratory tract infection”? Use the comparison of the two means methodology presented in this section to answer the question.

The data is given below:

Honey Dosage:

12111511101310415169141061081112128129111510159138121089512

DM Dosage:

469477791210116349781212412137101394410159126

Short Answer

Expert verified

An infection happens when bacteria get into your body and grow, causing sickness. Infections are classified into four types: virus, bacterium, fungus, and parasites.

Step by step solution

01

Step-by-Step Solution Step 1: Calculate the mean and standard deviation of both the groups

The mean and standard deviation of both the groups are

02

Conduct a z-test

Null Hypothesis: There is no difference between the Honey and Control groups.

H0:μ1μ2=0

Alternate Hypothesis: Honey is a preferable treatment. Ha:μ1μ2>0

Level of significance (α)=0.01

z=(x1¯x¯2)(μ1μ2)σ12n1+σ22n2=(10.718.33)0(2.86)235+(3.26)233=2.380.7455=3.19

The critical value is 2.33.

As the value z is more than the critical value, the null hypothesis should be rejected.

Therefore, the data provide sufficient evidence to indicate that μ1μ2>0.

So, honey may be a preferable treatment for the cough and sleep difficulty associated with childhood upper respiratory tract infection.

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Most popular questions from this chapter

Shopping vehicle and judgment. Refer to the Journal ofMarketing Research (December 2011) study of shopping cart design, Exercise 2.85 (p. 112). Recall that design engineers want to know whether the mean choice of the vice-over-virtue score is higher when a consumer’s arm is flexed (as when carrying a shopping basket) than when the consumer’s arm is extended (as when pushing a shopping cart). The average choice score for the n1 = 11 consumers with a flexed arm was x¯1= 59, while the average for the n2 = 11
Consumers with an extended arm was x¯2= 43. In which scenario is the assumption required for a t-test to compare means more likely to be violated, S1= 4 and S2= 2, or, S1= 10 and S2 = 15? Explain.

The data for a random sample of 10 paired observations is shown below.

PairSample from Population 1

(Observation 1)

Sample from Population 2 (Observation 2)
12345678910
19253152493459471751
24273653553466512055

a. If you wish to test whether these data are sufficient to indicate that the mean for population 2 is larger than that for population 1, what are the appropriate null and alternative hypotheses? Define any symbols you use.

b. Conduct the test, part a, usingα=.10.

c. Find a 90%confidence interval for μd. Interpret this result.

d. What assumptions are necessary to ensure the validity of this analysis?

To compare the means of two populations, independent random samples of 400 observations are selected from each population, with the following results:

Sample 1

Sample 2

x¯1=5,275σ1=150

x¯2=5,240σ2=200

a. Use a 95%confidence interval to estimate the difference between the population means (μ1μ2). Interpret the confidence interval.

b. Test the null hypothesis H0:(μ1μ2)=0versus the alternative hypothesis Ha:(μ1μ2)0 . Give the significance level of the test and interpret the result.

c. Suppose the test in part b was conducted with the alternative hypothesis Ha:(μ1μ2)0 . How would your answer to part b change?

d. Test the null hypothesis H0:(μ1μ2)=25 versus Ha:(μ1μ2)25. Give the significance level and interpret the result. Compare your answer with the test conducted in part b.

e. What assumptions are necessary to ensure the validity of the inferential procedures applied in parts a–d?

Is honey a cough remedy? Refer to the Archives of Pediatrics and Adolescent Medicine (Dec. 2007) study of honey as a children’s cough remedy, Exercise 8.23 (p. 470). The data (cough improvement scores) for the 33 children in the DM dosage group and the 35 children in the honey dosage group are reproduced in the table below. In Exercise 8.23, you used a comparison of two means to determine whether “honey may be a preferable treatment for the cough and sleep difficulty associated with childhood upper respiratory tract infection.” The researchers also want to know if the variability in coughing improvement scores differs for the two groups. Conduct the appropriate analysis, using α=0.10

Suppose you want to estimate the difference between two population means correct to within 1.8 with a 95% confidence interval. If prior information suggests that the population variances are approximately equal to σ12=σ22=14 and you want to select independent random samples of equal size from the populations, how large should the sample sizes n1, and n2, be?

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