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Data Analysis: Health and Wellbeing

   

Added on  2023-06-12

15 Pages2740 Words358 Views
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Table of Contents
Table of Tables..........................................................................................................................................................1
1. Age of the participants..........................................................................................................................................3
a) Descriptive statistics of age...............................................................................................................................3
b) Grouping age.....................................................................................................................................................3
2. Demographic information – descriptive statistics..................................................................................................3
3. Test of equality of means of aggression, thrill seeking and risk acceptance by:....................................................4
a) Gender...............................................................................................................................................................4
b) Metropolitan background status........................................................................................................................5
c) Study mode.......................................................................................................................................................6
d) Road traffic accidents (RTA)............................................................................................................................7
4. Chi-square test of independence............................................................................................................................8
a) Depressed and gender........................................................................................................................................8
b) Depression and metropolitan background status................................................................................................9
c) Depression and Study mode..............................................................................................................................9
d) Depression and fee status................................................................................................................................10
5. Road traffic accidents as dependent variable.......................................................................................................11
6. Obesity at third year as dependent variable.........................................................................................................11
Table of Tables
Table 1: Descriptive statistics of age.............................................................................................................................3
Table 2: frequency distribution of age category............................................................................................................3
Table 3: Count and mean of age - continuous demographic variable............................................................................3
Table 4: Frequency distribution of demographic categorical variables.........................................................................3
Table 5: Group statistics................................................................................................................................................4
Table 6: Homogeneity test............................................................................................................................................4
Table 7: Independent sample test..................................................................................................................................5
Table 8: Group statistics................................................................................................................................................5
Table 9: Homogeneity test............................................................................................................................................5
Table 10: Independent samples test...............................................................................................................................6
Table 11: Group statistics..............................................................................................................................................6
Table 12: Homogeneity test..........................................................................................................................................7
Table 13: Independent samples.....................................................................................................................................7
Table 14: Group statistics..............................................................................................................................................7
Table 15: Homogeneity test..........................................................................................................................................8
Table 16: Independent samples test...............................................................................................................................8
Table 17: Crosstab of depressed and gender.................................................................................................................8
Table 18: Chi-square test...............................................................................................................................................9
Table 19: Crosstab of depression and metropolitan background status.........................................................................9
Table 20: Chi-square test...............................................................................................................................................9
Table 21: Crosstab of Depression and study mode......................................................................................................10

Table 22: Chi-square test.............................................................................................................................................10
Table 23: Cross tab of Depression and Fee status.......................................................................................................10
Table 24: Chi-square test.............................................................................................................................................11
Table 25: Logistic regression model output - RTA.....................................................................................................11
Table 26: Logistic regression model Output - OB.......................................................................................................12

Data Analysis: Health and Wellbeing
1. Age of the participants
a) Descriptive statistics of age
Table 1: Descriptive statistics of age
Mean Standard Deviation Minimum Maximum
AGE 20 5 16 59
b) Grouping age
Table 2: frequency distribution of age category
Category Frequency Percent
18 years 11881 30.7
19 - 21 years 11666 30.2
22 - 25 years 5494 14.2
Above 26 years 3755 9.7
Total 32796 84.8
Missing System 5885 15.2
Total 38681 100.0
2. Demographic information – descriptive statistics
Table 3: Count and mean of age - continuous demographic variable
Count Mean
AGE 38681 20
Table 4: Frequency distribution of demographic categorical variables
Variable n Percent
cohort 2005 3259 8.4%
2006 3615 9.3%
2007 3944 10.2%
2008 4086 10.6%
2009 5010 13.0%
2010 5687 14.7%
2011 6383 16.5%
2012 6697 17.3%
STATE NSW 15860 41.0%

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