Appendix 3: Analyses of Wave 1 data
| Variable | Background
|
+Education
|
+Marital status |
+Work
|
+Wealth
| |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Intercept | -1.96
|
***
|
-1.83
|
***
|
-1.21
|
***
|
-1.54
|
***
|
-1.69
|
***
|
| Male | -0.42
|
***
|
-0.36
|
***
|
-0.29
|
***
|
0.02
|
-0.03
|
||
| Age | 0.26
|
***
|
0.22
|
***
|
0.19
|
***
|
0.22
|
***
|
0.25
|
***
|
| Number of siblings | 0.06
|
***
|
0.04
|
***
|
0.04
|
**
|
0.03
|
*
|
0.03
|
*
|
| Not living with both parents at age 15 | 0.33
|
**
|
0.33
|
**
|
0.25
|
*
|
0.20
|
0.30
|
*
| |
| First language not English | 0.49
|
***
|
0.53
|
***
|
0.66
|
***
|
0.51
|
***
|
0.56
|
***
|
| Indigenous | 0.61
|
**
|
0.56
|
*
|
0.27
|
0.03
|
0.03
|
|||
| Parental occupational status (10s) | -0.05
|
**
|
0.00
|
0.00
|
0.00
|
0.01
|
||||
| Catholic school | -0.18
|
-0.12
|
-0.17
|
-0.12
|
-0.14
|
*
| ||||
| Independent school | -0.10
|
0.04
|
0.02
|
-0.02
|
0.02
|
|||||
| Postgraduate qualification | -
|
-1.46
|
***
|
-1.37
|
***
|
-0.86
|
***
|
-0.80
|
*
| |
| Bachelor degree | -
|
-0.70
|
***
|
-0.71
|
***
|
-0.38
|
*
|
-0.32
|
||
| Diploma | -
|
-0.37
|
*
|
-0.37
|
*
|
-0.14
|
-0.18
|
*
| ||
| Advanced certificate | -
|
-0.12
|
-0.06
|
0.01
|
0.07
|
|||||
| Certificate | -
|
-0.09
|
-0.07
|
-0.16
|
-0.17
|
|||||
| <Year 12 | -
|
0.24
|
*
|
0.23
|
**
|
-0.01
|
-0.02
|
|||
| Married | -
|
-
|
-1.48
|
***
|
-1.23
|
***
|
-1.12
|
***
| ||
| De facto | -
|
-
|
-1.30
|
***
|
-1.13
|
***
|
-1.08
|
***
| ||
| Separated | -
|
-
|
-0.46
|
**
|
-0.23
|
-0.22
|
||||
| Divorced | -
|
-
|
-0.39
|
**
|
-0.13
|
-0.14
|
||||
| Widowed | -
|
-
|
-0.40
|
**
|
-0.36
|
*
|
-0.32
|
|||
| Number of children | -
|
-
|
0.12
|
***
|
0.07
|
**
|
0.07
|
**
| ||
| Occupational status (10s) | -
|
-
|
-
|
-0.11
|
***
|
-0.09
|
***
| |||
| % time in work (10s) | -
|
-
|
-
|
-0.14
|
***
|
-0.12
|
***
| |||
| % time unemployed (1s) | -
|
-
|
-
|
0.02
|
***
|
0.02
|
***
| |||
| Wealth ($100,000) | -
|
-
|
-
|
-
|
-0.07
|
***
| ||||
| Rescaled R square | 0.07
|
0.10
|
0.16
|
0.21
|
0.22
|
|||||
Note: ***p<0.001, **0.001<p<0.01, *0.01<p<0.05.
| Variable | Background
|
+Education
|
+Marital status |
+Work
|
+Wealth
| |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Intercept | -1.63
|
***
|
-1.62
|
***
|
-1.05
|
***
|
-1.32
|
***
|
-1.50
|
***
|
| Male | -0.41
|
***
|
-0.35
|
***
|
-0.31
|
***
|
-0.04
|
-0.07
|
||
| Age | 0.01
|
-0.02
|
-0.03
|
0.00
|
0.03
|
|||||
| Number of siblings | 0.06
|
***
|
0.04
|
**
|
0.03
|
*
|
0.03
|
*
|
0.03
|
*
|
| Not living with both parents at age 15 | 0.20
|
*
|
0.21
|
*
|
0.12
|
0.08
|
0.12
|
|||
| First language not English | 0.57
|
***
|
0.62
|
***
|
0.75
|
***
|
0.59
|
***
|
0.64
|
***
|
| Indigenous | 0.45
|
*
|
0.41
|
*
|
0.11
|
-0.12
|
-0.21
|
|||
| Parental occupational status (10s) | -0.04
|
**
|
0.00
|
0.00
|
0.01
|
0.01
|
||||
| Catholic school | -0.15
|
*
|
-0.09
|
-0.15
|
-0.09
|
-0.08
|
||||
| Independent school | -0.06
|
0.05
|
0.05
|
0.02
|
0.12
|
|||||
| Postgraduate qualification | -
|
-1.04
|
***
|
-0.94
|
***
|
-0.47
|
*
|
-0.39
|
*
| |
| Bachelor degree | -
|
-0.49
|
***
|
-0.48
|
***
|
-0.17
|
-0.14
|
*
| ||
| Diploma | -
|
-0.18
|
-0.19
|
0.03
|
-0.01
|
|||||
| Advanced certificate | -
|
-0.08
|
-0.02
|
0.07
|
0.12
|
|||||
| Certificate | -
|
0.13
|
0.16
|
0.09
|
0.10
|
|||||
| <Year 12 | -
|
0.33
|
***
|
0.31
|
**
|
0.09
|
0.05
|
|||
| Married | -
|
-
|
-1.43
|
***
|
-1.21
|
***
|
-1.05
|
***
| ||
| De facto | -
|
-
|
-1.11
|
***
|
-0.96
|
***
|
-0.86
|
***
| ||
| Separated | -
|
-
|
-0.18
|
0.03
|
0.05
|
|||||
| Divorced | -
|
-
|
-0.49
|
***
|
-0.27
|
*
|
-0.27
|
|||
| Widowed | -
|
-
|
-0.54
|
***
|
-0.56
|
***
|
-0.53
|
**
| ||
| Number of children | -
|
-
|
0.14
|
***
|
0.10
|
***
|
0.09
|
***
| ||
| Occupational status (10s) | -
|
-
|
-
|
-0.11
|
***
|
-0.10
|
***
| |||
| % time in work (10s) | -
|
-
|
-
|
-0.13
|
***
|
-0.12
|
***
| |||
| % time unemployed (1s) | -
|
-
|
-
|
0.01
|
***
|
0.01
|
***
| |||
| Wealth ($100,000) | -
|
-
|
-
|
-
|
-0.06
|
***
| ||||
| Rescaled R square | 0.03
|
0.06
|
0.12
|
0.17
|
0.18
|
|||||
Note: ***p<0.001, **0.001<p<0.01, *0.01<p<0.05.
| Variable | Background
|
+Education
|
+Marital status |
+Work
|
+Income and wealth | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Intercept | -3.22
|
***
|
-3.45
|
***
|
-2.86
|
***
|
-3.06
|
***
|
-3.92
|
*** |
| Male | 0.26
|
*
|
0.28
|
*
|
0.29
|
*
|
0.44
|
***
|
0.38
|
** |
| Age | -0.11
|
**
|
-0.15
|
***
|
-0.07
|
-0.03
|
0.08
|
|||
| Number of siblings | 0.06
|
**
|
0.04
|
0.03
|
0.03
|
0.02
|
||||
| Not living with both parents at age 15 | 0.32
|
0.32
|
0.18
|
0.15
|
0.09
|
|||||
| First language not English | 0.36
|
*
|
0.46
|
**
|
0.62
|
***
|
0.52
|
***
|
0.30
|
|
| Indigenous | 0.38
|
0.33
|
-0.03
|
-0.19
|
-0.39
|
|||||
| Parental occupational status (10s) | -0.04
|
0.00
|
0.00
|
0.01
|
0.01
|
|||||
| Catholic school | -0.23
|
-0.14
|
-0.19
|
-0.15
|
-0.04
|
|||||
| Independent school | -0.25
|
-0.10
|
-0.12
|
-0.17
|
-0.28
|
|||||
| Postgraduate qualification | -
|
-0.80
|
*
|
-0.71
|
*
|
-0.35
|
*
|
-0.10
|
||
| Bachelor degree | -
|
-0.30
|
-0.28
|
-0.05
|
-0.02
|
|||||
| Diploma | -
|
-0.04
|
-0.08
|
0.09
|
0.14
|
|||||
| Advanced certificate | -
|
0.36
|
0.38
|
0.44
|
*
|
0.27
|
||||
| Certificate | -
|
0.49
|
*
|
0.47
|
*
|
0.40
|
0.33
|
|||
| <Year 12 | -
|
0.56
|
**
|
0.54
|
**
|
0.41
|
*
|
0.19
|
||
| Married | -
|
-
|
-1.67
|
***
|
-1.50
|
***
|
-1.00
|
*** | ||
| De facto | -
|
-
|
-0.82
|
***
|
-0.72
|
***
|
-0.51
|
** | ||
| Separated | -
|
-
|
-0.16
|
-0.02
|
-0.18
|
|||||
| Divorced | -
|
-
|
0.12
|
0.25
|
0.10
|
|||||
| Widowed | -
|
-
|
-1.64
|
***
|
-1.69
|
***
|
-1.63
|
*** | ||
| Number of children | -
|
-
|
0.14
|
***
|
0.11
|
**
|
0.06
|
|||
| Occupational status (10s) | -
|
-
|
-
|
-0.08
|
*
|
0.01
|
||||
| % time in work (10s) | -
|
-
|
-
|
-0.08
|
**
|
-0.03
|
||||
| % time unemployed (1s) | -
|
-
|
-
|
0.01
|
**
|
0.01
|
* | |||
| Wealth ($100,000) | -
|
-
|
-
|
-
|
-0.33
|
*** | ||||
| Equivalised disposable household income ($10,000) | -
|
-
|
-
|
-
|
-0.04
|
*** | ||||
| Rescaled R square | 0.02
|
0.03
|
0.11
|
0.13
|
0.22
|
|||||
Note: ***p<0.001, **0.001<p<0.01, *0.01<p<0.05.
| Variable | Background
|
+Education
|
+Marital status |
+Work
|
+Income and wealth | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Intercept | -1.81
|
***
|
-1.89
|
***
|
-1.61
|
***
|
-1.73
|
***
|
-2.10
|
***
|
| Male | -0.11
|
-0.09
|
-0.02
|
0.03
|
0.01
|
|||||
| Age | -0.47
|
***
|
-0.51
|
***
|
-0.55
|
***
|
-0.51
|
***
|
-0.40
|
***
|
| Number of siblings | 0.09
|
***
|
0.08
|
***
|
0.06
|
***
|
0.06
|
***
|
0.04
|
**
|
| Not living with both parents at age 15 | 0.27
|
**
|
0.28
|
**
|
0.18
|
0.15
|
0.14
|
|||
| First language not English | 0.01
|
0.11
|
0.24
|
*
|
0.16
|
0.07
|
||||
| Indigenous | 0.74
|
***
|
0.70
|
***
|
0.38
|
0.30
|
0.19
|
|||
| Parental occupational status (10s) | -0.04
|
*
|
0.01
|
0.02
|
0.03
|
0.02
|
||||
| Catholic school | -0.14
|
-0.03
|
-0.08
|
-0.03
|
-0.04
|
|||||
| Independent school | -0.23
|
-0.09
|
-0.07
|
-0.08
|
0.08
|
|||||
| Postgraduate qualification | -
|
-1.17
|
***
|
-1.09
|
***
|
-0.79
|
***
|
-0.51
|
*
| |
| Bachelor degree | -
|
-0.53
|
***
|
-0.50
|
***
|
-0.29
|
*
|
-0.23
|
||
| Diploma | -
|
-0.11
|
-0.16
|
-0.04
|
0.09
|
|||||
| Advanced certificate | -
|
0.15
|
0.14
|
0.18
|
0.06
|
|||||
| Certificate | -
|
0.35
|
**
|
0.33
|
*
|
0.26
|
0.16
|
|||
| <Year 12 | -
|
0.47
|
***
|
0.41
|
***
|
0.29
|
*
|
0.13
|
||
| Married | -
|
-
|
-1.44
|
***
|
-1.31
|
***
|
-0.92
|
***
| ||
| De facto | -
|
-
|
-0.63
|
***
|
-0.57
|
***
|
-0.38
|
**
| ||
| Separated | -
|
-
|
0.03
|
0.13
|
0.12
|
|||||
| Divorced | -
|
-
|
0.19
|
0.27
|
*
|
0.16
|
||||
| Widowed | -
|
-
|
-0.95
|
***
|
-0.95
|
***
|
-1.04
|
***
| ||
| Number of children | -
|
-
|
0.26
|
***
|
0.23
|
***
|
0.19
|
***
| ||
| Occupational status (10s) | -
|
-
|
-
|
-0.07
|
***
|
-0.02
|
||||
| % time in work (10s) | -
|
-
|
-
|
-0.05
|
**
|
-0.01
|
||||
| % time unemployed (1s) | -
|
-
|
-
|
0.02
|
***
|
0.01
|
***
| |||
| Wealth ($100,000) | -
|
-
|
-
|
-
|
-0.18
|
***
| ||||
| Equivalised disposable household income ($10,000) | -
|
-
|
-
|
-
|
-0.03
|
***
| ||||
| Rescaled R square | 0.12
|
0.15
|
0.24
|
0.26
|
0.30
|
|||||
Note: ***p<0.001, **0.001<p<0.01, *0.01<p<0.05.