Question

In: Advanced Math

Use SPSS ..... A pool of participants was randomly divided into four treatment groups. The groups...

Use SPSS .....




A pool of participants was randomly divided into four treatment groups. The groups were administered daily doses of vitamin C over a 12-month period. The data in the table represents severity of cold and flu viruses reported as a function of virus concentration in the blood. In other words, the higher the concentration of virus, the more severe the symptoms.Assume the sample sizes are large and that the instrumentation to measure virus activity, used an appropriate measurement. Determine if differing doses of vitamin C affects the severity of viral infections. If there are any differences, where are they?   Type your interpretation in a text box on the results page. 25 pts.

0mg250mg500mg1000mg

6334

5431

3540

2423

6322

Solutions

Expert Solution

ANSWER :

The given information is

SPSS used to compare the 4 groups.

Ho: µ1= µ2= µ3= µ4

H1: At least one of the mean is different from the others

SPSS command

ONEWAY Severity BY Group
/STATISTICS DESCRIPTIVES
/MISSING ANALYSIS
/POSTHOC=TUKEY ALPHA(0.05).

SPSS output:

Descriptives

Severity

N

Mean

Std. Deviation

Std. Error

95% Confidence Interval for Mean

Minimum

Maximum

Lower Bound

Upper Bound

0mg

5

4.4000

1.81659

0.81240

2.1444

6.6556

2.00

6.00

250mg

5

3.8000

0.83666

0.37417

2.7611

4.8389

3.00

5.00

500mg

5

2.8000

0.83666

0.37417

1.7611

3.8389

2.00

4.00

1000mg

5

2.0000

1.58114

0.70711

0.0368

3.9632

0.00

4.00

Total

20

3.2500

1.55174

0.34698

2.5238

3.9762

0.00

6.00

ANOVA

Severity

Sum of Squares

df

Mean Square

F

Sig.

Between Groups

16.950

3

5.650

3.139

0.055

Within Groups

28.800

16

1.800

Total

45.750

19

Calculated F=3.139, P=0.055 which is > 0.05 level of significance.

The null hypothesis is not rejected.

The data indicate there is no significant difference among the four group means.


Related Solutions

A pool of participants was randomly divided into FIVE treatment groups. The groups were administered daily...
A pool of participants was randomly divided into FIVE treatment groups. The groups were administered daily doses of vitamin C over a 12-month period. The data in the table represents the number of cold and flu viruses reported by the participant as a function of their vitamin C dosage. Using α = .05, analyze the data using the correct statistical procedure. 0mg 250mg 500mg 1000mg 2000mg 6 3 3 4 1 5 4 3 1 0 3 4 5 2...
A pool of participants was randomly divided into FIVE treatment groups. The groups were administered daily...
A pool of participants was randomly divided into FIVE treatment groups. The groups were administered daily doses of vitamin C over a 12-month period. The data in the table represents the number of cold and flu viruses reported by the participant as a function of their vitamin C dosage. Using a=.05, analyze the data using the correct statistical procedure. 0mg 250mg 500mg 1000mg 2000mg 6 5 3 4 3 2 3 5 3 3 3 4 4 5 4 3...
A group of volunteers are randomly divided into two groups. One group of participants takes a...
A group of volunteers are randomly divided into two groups. One group of participants takes a pill each morning for a year which contains antioxidants (Vitamins A, C, E, etc), while the other group takes a placebo pill for the same time period. Following this they are measured on a problem solving task given under stressful conditions. The number of errors is counted during solution. Results were: GROUP 1         GROUP 2 ANTIOXIDANTS PLACEBO (CONTROL) N = 14    ...
Patients seeking treatment for chest pain were divided into four groups according to their diagnosis. Their...
Patients seeking treatment for chest pain were divided into four groups according to their diagnosis. Their purpose of the research study was to determine if the mean platelet volume (measured in fL) differed for the four populations represented by the sample of the patients. The data are summarized below. Test the null hypothesis that the means of the populations are equal. Use the 8 step procedure to solve this problem Population Sample Size Sample Mean Sample Standard Deviation Sample Variance...
In a clinical trial of a? vaccine, 10000 children were randomly divided into two groups. The...
In a clinical trial of a? vaccine, 10000 children were randomly divided into two groups. The subjects in group 1? (the experimental? group) were given the vaccine while the subjects in group 2? (the control? group) were given a placebo. Of the 5000 children in the experimental? group, 74 developed the disease. Of the 5000 children in the control? group, 107 developed the disease. Determine whether the proportion of subjects in the experimenta group who contracted the disease is less...
______ represents the average mean difference across groups due to the treatment with sampling error divided...
______ represents the average mean difference across groups due to the treatment with sampling error divided out. The type of test that allows us to compare two means from the same sample under two different conditions is a(n) ______.
A sample obese adult males were randomly divided into two groups in a clinical program. In...
A sample obese adult males were randomly divided into two groups in a clinical program. In the experimental group, participants were involved in a vigorous 30-minute-per-day exercise program and also given instructions on the importance of diet. The control group only received the diet instructions. The program directors want to determine if the exercise program had an impact on LDL cholesterol levels. Below are the LDL cholesterol data after one month in the program. What can be concluded with an...
There are four treatment groups in the experiment, with 13 lizards within each treatment T1: Brown...
There are four treatment groups in the experiment, with 13 lizards within each treatment T1: Brown lizard, brown leaf T2: Brown lizard, green leaf T3: Green lizard, green leaf T4: Green lizard, brown leaf Is the fitness of green lizards on green leaves higher than expected, based on the individual effects of lizards color and leaf color? Calculate the interactions as the difference between(the overall mean fitness plus the observed lizard fitness in the Green Lizards and Green Leaves treatments),...
There are four treatment groups in the experiment, with 13 lizards within each treatment T1: Brown...
There are four treatment groups in the experiment, with 13 lizards within each treatment T1: Brown lizard, brown leaf T2: Brown lizard, green leaf T3: Green lizard, green leaf T4: Green lizard, brown leaf Calculate the main effect of lizard color, as the difference in the relevant summary statistic for brown lizard minus green lizards, and interpret it's significance from your statistical test. Describe what the main effect is telling you about the biology of the system. ---------------------------------------------------------------------------- Mean of...
There are four treatment groups in the experiment, with 13 lizards within each treatment T1: Brown...
There are four treatment groups in the experiment, with 13 lizards within each treatment T1: Brown lizard, brown leaf T2: Brown lizard, green leaf T3: Green lizard, green leaf T4: Green lizard, brown leaf Calculate the main effect of lizard color, as the difference in the relevant summary statistic for brown lizard minus green lizards, and interpret it's significance from your statistical test. Describe what the main effect is telling you about the biology of the system. ---------------------------------------------------------------------------- Mean of...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT