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IS TIME SPENT AT THE GYM
     RELATED TO AGE?
         Group 4
STUDY DESIGN


  Problems: For gym goers in given areas, is age related to amount of time spent at gym

Approach: A frame of all gym goers would be hard if not impossible to obtain. Therefore,
                           we will use Systematic Sampling.

 Solution: First each student will find the 3 closest gyms near their house (students live in
 different areas so a region of gyms will be selected) then randomly pick two of the gyms.
  We will look at the time the gym is open and divide it into 2 slots “am/pm”. We will the
 go each gym and find out on average how many people attend in a week divide that by 7
to figure out N. n= 50. We will divide N/n and get our k (each students may be different).
     For gym 1 (randomly decided) the student will survey when they open. For gym 2,
     student will go when they are half way through the day; each time collecting data.
THE DATA…..
AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN.

      16         60       19        120       22         25       25         60       28        150       31          60

      16        120       19         60       22         90       26         20       28         75       31          90

      17         45       19         45       22         45       26         90       28         45       32          60

      17         90       20        120       23         90       27         60       29         30       32          30

      17         90       20         45       23         45       27         45       29         75       32          30

      17         30       20        105       24         90       27         90       29         45       32          45

      18         45       20         75       24         60       27         60       29         90       32          90

      18         60       21         60       24         60       27         45       30         30       32          90

      18         50       21        47.5      24         30       27         45       30         90       32          60

      18         60       21         60       24         60       27         60       30         90       32          45

      18        105       22        120       24         60       27        120       30         90       32          75

      18         45       22         20       24         90       27         30       30         60       32         105

      19         45       22         45       24        105       28        120       30         30       33          60

      19        150       22         30       25         90       28         25       31         30       33          25

      19         15       22         60       25         60       28         60       31         60       33          60

      19         90       22         30       25         60       28         30       31         45       34          75
AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN. AGE        GYM MIN.

      34         75       38         45       44         60       50         60       57         90       65          60

      34         75       38        105       44         90       50         60       58        120       65          75

      34         75       39         90       45         90       51         75       58         90       65          60

      35         60       39         60       45         30       52         60       58         60       65         120

      35        105       40         90       45         60       52         45       58        105       65          60

      35         75       40         45       45         60       52        105       59         60       66          30

      35         75       40         75       45         30       53         75       59         30       66         105

      35         90       41        105       46         60       53         75       60        120       67          75

      36         60       41         15       47         90       53         45       60         25       67          75

      36         60       41         60       47         90       55         60       60         90       69          75

      36         60       41         90       47         75       55         75       61         30       70          60

      36         75       42         90       48         45       56         60       62         60       71          60

      36         60       42         30       48         60       56         30       62        105

      36        120       43         45       49         60       56         60       62         90

      37         60       43         60       49         60       56         45       63         75

      37         45       44         60       50         60       56         25       63         30
STATISTICS FOR FIRST VARIABLE
                      (AGE)



                   mean – 37.218
             standard deviation – 3.86
     five-number summary – 16, 25, 33, 48.5, 71
                      range – 55
                     mode – 33
outliers none (less then 10.25 and more then 83.75)
HISOGRAM FOR FIRST VARIBLE
          (AGE)




                             The data is skewed
                             to the right showing
                             a decrease in gym
                             goers as age
                             increases
BOXPLOT FOR FIRST VARIABLE
          (AGE)
STATISTICS FOR SECOND VARIABLE
               (TIME SPENT AT GYM IN MINUTES)




                       mean – 66.1835
                  standard deviation – 5.19
         five-number summary – 15, 45, 60, 90, 150
                          range - 135
                           mode – 60
outliers 15, 15, 20, 20 (less then 22.5 and larger then 157.5)
HISOGRAM FOR SECOND VARIABLE
(TIME SPENT AT GYM IN MINUTES)




                                 The data is not
                                 skewed in either
                                 direction nor
                                 symmetrical.
                                 However, the
                                 bin that
                                 represents 47-62
                                 min is double
                                 any other bin.
BOXPLOT FOR SECOND VARIABLE
(TIME SPENT AT GYM IN MINUTES)
SCATTERPLOT WITH LINE OF
                     REGRESSION AND LINEAR
                          COEFFICIENT

160



140



120



100



 80



 60



 40



 20



  0
      0   10   20        30     40     50      60   70   80
ANALAYSIS



 In analyzing a relation between age and time spent at the gym, we
                        found no correlation.
  Overall, data for gym goers was found to have a correlation
coefficient of (r=.0258683725), much less than the critical value
   (.195) at .05 with 100 degrees of freedom (the largest data
                       available on the table).
      Age does not affect the amount of time spent in the gym.
We are 95% confident that a relationship exists because r*p < .05 or
 .195*.0001<.05 and because .0000195 is less than .05 we know the
                          relationship exists.
THINGS WE FOUND
                              INTERESTING


The data returned was in increments of 15 minutes; since we usually give time
                        in increments of quarter hours.
                      The age diversity of the gym goers.
 Senior gym goers work out just as long or longer then the middle-aged gym
                                      goer.
             The most common answer we received was one hour.
There were a lot more people that were not willing to talk to us then expected;
              and many did not want to give us their age as well.
We would be interested to see what would happen if we could actually record
beginning and ending times for workouts and see if the workout times would
 actually be an hour, or if the time would include travel to the gym, working
 out, showering, and other activities in preparation and finishing off of the
    workout as well; along with if people over estimate how long they will
                                    workout.
PARTICIPATION




          STUDY DESIGN (2) SARA LARSEN
          DATA SLIDES (3-5) MATT BASSETT
      FIRST VARIABLE STATS (6) SARA LARSEN
   CHARTS FOR FIRST VARIABLE (7-8) JAIME ELSEY
     SECOND VARIABLE STATS (9) SARA LARSEN
 CHARTS FOR SECOND VARIABLE (10-11) SARA LARSEN
       SCATTERPLOT (12) WILLIAM TEAGUE
         ANALYSIS (13) WILLIAM AND MATT
INTERESTING THINGS (14) SARA, MATTHEW, & WILLIAM

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Slideshow group4

  • 1. IS TIME SPENT AT THE GYM RELATED TO AGE? Group 4
  • 2. STUDY DESIGN Problems: For gym goers in given areas, is age related to amount of time spent at gym Approach: A frame of all gym goers would be hard if not impossible to obtain. Therefore, we will use Systematic Sampling. Solution: First each student will find the 3 closest gyms near their house (students live in different areas so a region of gyms will be selected) then randomly pick two of the gyms. We will look at the time the gym is open and divide it into 2 slots “am/pm”. We will the go each gym and find out on average how many people attend in a week divide that by 7 to figure out N. n= 50. We will divide N/n and get our k (each students may be different). For gym 1 (randomly decided) the student will survey when they open. For gym 2, student will go when they are half way through the day; each time collecting data.
  • 4. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. 16 60 19 120 22 25 25 60 28 150 31 60 16 120 19 60 22 90 26 20 28 75 31 90 17 45 19 45 22 45 26 90 28 45 32 60 17 90 20 120 23 90 27 60 29 30 32 30 17 90 20 45 23 45 27 45 29 75 32 30 17 30 20 105 24 90 27 90 29 45 32 45 18 45 20 75 24 60 27 60 29 90 32 90 18 60 21 60 24 60 27 45 30 30 32 90 18 50 21 47.5 24 30 27 45 30 90 32 60 18 60 21 60 24 60 27 60 30 90 32 45 18 105 22 120 24 60 27 120 30 90 32 75 18 45 22 20 24 90 27 30 30 60 32 105 19 45 22 45 24 105 28 120 30 30 33 60 19 150 22 30 25 90 28 25 31 30 33 25 19 15 22 60 25 60 28 60 31 60 33 60 19 90 22 30 25 60 28 30 31 45 34 75
  • 5. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. AGE GYM MIN. 34 75 38 45 44 60 50 60 57 90 65 60 34 75 38 105 44 90 50 60 58 120 65 75 34 75 39 90 45 90 51 75 58 90 65 60 35 60 39 60 45 30 52 60 58 60 65 120 35 105 40 90 45 60 52 45 58 105 65 60 35 75 40 45 45 60 52 105 59 60 66 30 35 75 40 75 45 30 53 75 59 30 66 105 35 90 41 105 46 60 53 75 60 120 67 75 36 60 41 15 47 90 53 45 60 25 67 75 36 60 41 60 47 90 55 60 60 90 69 75 36 60 41 90 47 75 55 75 61 30 70 60 36 75 42 90 48 45 56 60 62 60 71 60 36 60 42 30 48 60 56 30 62 105 36 120 43 45 49 60 56 60 62 90 37 60 43 60 49 60 56 45 63 75 37 45 44 60 50 60 56 25 63 30
  • 6. STATISTICS FOR FIRST VARIABLE (AGE) mean – 37.218 standard deviation – 3.86 five-number summary – 16, 25, 33, 48.5, 71 range – 55 mode – 33 outliers none (less then 10.25 and more then 83.75)
  • 7. HISOGRAM FOR FIRST VARIBLE (AGE) The data is skewed to the right showing a decrease in gym goers as age increases
  • 8. BOXPLOT FOR FIRST VARIABLE (AGE)
  • 9. STATISTICS FOR SECOND VARIABLE (TIME SPENT AT GYM IN MINUTES) mean – 66.1835 standard deviation – 5.19 five-number summary – 15, 45, 60, 90, 150 range - 135 mode – 60 outliers 15, 15, 20, 20 (less then 22.5 and larger then 157.5)
  • 10. HISOGRAM FOR SECOND VARIABLE (TIME SPENT AT GYM IN MINUTES) The data is not skewed in either direction nor symmetrical. However, the bin that represents 47-62 min is double any other bin.
  • 11. BOXPLOT FOR SECOND VARIABLE (TIME SPENT AT GYM IN MINUTES)
  • 12. SCATTERPLOT WITH LINE OF REGRESSION AND LINEAR COEFFICIENT 160 140 120 100 80 60 40 20 0 0 10 20 30 40 50 60 70 80
  • 13. ANALAYSIS In analyzing a relation between age and time spent at the gym, we found no correlation. Overall, data for gym goers was found to have a correlation coefficient of (r=.0258683725), much less than the critical value (.195) at .05 with 100 degrees of freedom (the largest data available on the table). Age does not affect the amount of time spent in the gym. We are 95% confident that a relationship exists because r*p < .05 or .195*.0001<.05 and because .0000195 is less than .05 we know the relationship exists.
  • 14. THINGS WE FOUND INTERESTING The data returned was in increments of 15 minutes; since we usually give time in increments of quarter hours. The age diversity of the gym goers. Senior gym goers work out just as long or longer then the middle-aged gym goer. The most common answer we received was one hour. There were a lot more people that were not willing to talk to us then expected; and many did not want to give us their age as well. We would be interested to see what would happen if we could actually record beginning and ending times for workouts and see if the workout times would actually be an hour, or if the time would include travel to the gym, working out, showering, and other activities in preparation and finishing off of the workout as well; along with if people over estimate how long they will workout.
  • 15. PARTICIPATION STUDY DESIGN (2) SARA LARSEN DATA SLIDES (3-5) MATT BASSETT FIRST VARIABLE STATS (6) SARA LARSEN CHARTS FOR FIRST VARIABLE (7-8) JAIME ELSEY SECOND VARIABLE STATS (9) SARA LARSEN CHARTS FOR SECOND VARIABLE (10-11) SARA LARSEN SCATTERPLOT (12) WILLIAM TEAGUE ANALYSIS (13) WILLIAM AND MATT INTERESTING THINGS (14) SARA, MATTHEW, & WILLIAM