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PUBH 6033 Interpretation And Application Of Public Health Data

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PUBH 6033 Interpretation And Application Of Public Health Data

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PUBH 6033 Interpretation And Application Of Public Health Data

0 Download2 Pages / 270 Words

Course Code: PUBH6033
University: Laureate International Universities

MyAssignmentHelp.com is not sponsored or endorsed by this college or university

Country: United States

Question:

A study was conducted to determine if a walking plus strength training exercise program results in a significantly greater increase in aerobic capacity as compared to a walking only exercise program.  Participants are randomly selected and then randomly assigned to one of the exercise groups.  Participants’ aerobic endurance was assessed at the beginning of the study and, again, after 6-months of exercise.  
Coding for study variables:

AGE—age in years
SEX—1 =male, 2=female
EXERCISE—1= walking and strength training; 2 = walking;
CHNG_ENDUR—change in maximal oxygen uptake (liters per minute) from pre-test to post-test

Note: Save all of your SPSS output.  You will paste copies in Steps 7–9, below.
Step 1: Review this week’s Learning Resources.
Step 2: Import the Microsoft Excel data file provided in this week’s Learning Resources into SPSS (or open saved file from Week 2 Application Assignment).
Step 3: Run and save the Codebook for your SPSS data file
Step 4: Conduct an independent samples t test to determine if there is a difference between the exercise type 1 in terms of changes in maximal oxygen uptake. Note that the independent variable is EXERCISE, and the dependent variable is CHNG_ENDUR. For this analysis, choose a two-tailed test of significance.
Step 5: Conduct a between-subjects ANOVA to determine if there is a difference between sex (males vs. females) and CHNG_ENDUR.  Note that the independent variable is SEX, and the dependent variable is CHNG_ENDUR. For this analysis, choose a two-tailed test of significance.  

Answer:

T test
T-TEST GROUPS=EXERCISE(1 2)
  /MISSING=ANALYSIS
  /VARIABLES=CHNG_ENDUR
  /CRITERIA=CI(.95).
ANOVA
ONEWAY CHNG_ENDUR BY SEX
  /STATISTICS DESCRIPTIVES
  /MISSING ANALYSIS.
Step 8: Paste the independent samples t-test output below.

Group Statistics

 

EXERCISE

N

Mean

Std. Deviation

Std. Error Mean

CHNG_ENDUR

walking and strength training

20

4.85

1.424

.319

walking

20

3.50

1.821

.407

 

Independent Samples Test

 

Levene’s Test for Equality of Variances

t-test for Equality of Means

F

Sig.

t

df

Sig. (2-tailed)

Mean Difference

Std. Error Difference

95% Confidence Interval of the Difference

Lower

Upper

CHNG_ENDUR

Equal variances assumed

.343

.562

2.611

38

.013

1.350

.517

.303

2.397

Equal variances not assumed

 

 

2.611

35.918

.013

1.350

.517

.301

2.399

Step 9: Paste the ANOVA output below.

Descriptives

CHNG_ENDUR  

 

N

Mean

Std. Deviation

Std. Error

95% Confidence Interval for Mean

Minimum

Maximum

Lower Bound

Upper Bound

male

22

4.32

1.729

.369

3.55

5.08

2

8

female

18

4.00

1.815

.428

3.10

4.90

1

8

Total

40

4.18

1.752

.277

3.61

4.74

1

8

 

ANOVA

CHNG_ENDUR  

 

Sum of Squares

df

Mean Square

F

Sig.

Between Groups

1.002

1

1.002

.321

.575

Within Groups

118.773

38

3.126

 

 

Total

119.775

39

 

 

 

Section below (scoring) is to be completed by Instructor Scoring Rubric for Week 2 Assignment 1—Hands on SPSS 

Questions
 

14 questions (worth 3 points each)
                                                         ____  / 42 points possible  

 

SPSS Output

Three SPSS outputs (6 points each)         ____  / 18 points possible  

 

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