Question
You are interested in the effects of time spent viewing television and Body Mass Index on cardiovascular fitness (CVF) in children. You have a sample
You are interested in the effects of time spent viewing television and Body Mass Index on cardiovascular fitness (CVF) in children. You have a sample of 60 middle school students. Each student reports on their average daily T.V. viewing (in hours).You also have a Body Mass Index (BMI) score for each of these individuals. As a measure of CVF, your dependent variable is their score on the PACER run (Progressive Aerobic Cardiovascular Endurance Run), a well-accepted measure of cardiovascular fitness in children. A higher PACER score (more completed laps) indicates better cardiovascular fitness (CVF). The results from your sample are below. Enter these data into SPSS and answer the following questions:
TV Time BMI PACER
1.00 19.00 30.00
1.00 18.00 30.00
1.00 20.00 29.00
1.00 19.00 28.00
1.00 20.00 26.00
1.00 19.00 25.00
1.00 18.00 25.00
1.00 20.00 22.00
1.00 21.00 23.00
1.00 25.00 18.00
1.00 23.00 21.00
1.00 22.00 20.00
1.00 27.00 15.00
1.00 26.00 17.00
1.00 21.00 22.00
2.00 18.00 25.00
2.00 19.00 24.00
2.00 25.00 18.00
2.00 27.00 14.00
2.00 28.00 14.00
2.00 26.00 15.00
2.00 24.00 18.00
2.00 25.00 16.00
2.00 20.00 21.00
2.00 22.00 20.00
2.00 18.00 25.00
2.00 19.00 26.00
2.00 18.00 24.00
2.00 22.00 20.00
2.00 21.00 22.00
3.00 28.00 12.00
3.00 29.00 11.00
3.00 30.00 10.00
3.00 28.00 11.00
3.00 26.00 12.00
3.00 25.00 13.00
3.00 22.00 20.00
3.00 18.00 25.00
3.00 19.00 21.00
3.00 19.00 26.00
3.00 20.00 25.00
3.00 27.00 9.00
3.00 26.00 11.00
3.00 21.00 21.00
3.00 20.00 22.00
4.00 31.00 9.00
4.00 20.00 23.00
4.00 20.00 22.00
4.00 23.00 21.00
4.00 22.00 20.00
4.00 24.00 18.00
4.00 31.00 12.00
4.00 30.00 11.00
4.00 29.00 14.00
4.00 28.00 15.00
4.00 27.00 17.00
4.00 29.00 13.00
4.00 31.00 10.00
4.00 22.00 21.00
4.00 24.00 18.00
- For each change of one standard deviation of TV time, how much does CVF change?
- For each change of one standard deviation of BMI, how much does CVF change?
- (3)What is the regression equation for this model (with all predictors entered)?
- What would Y predicted be if the values on the predictor variables TV time and BMI were both 0.
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