From: Job loss and the mental health of spouses and adolescent children
Variable name | Definition | Means (standard deviations) | |||
---|---|---|---|---|---|
Couple’s sample | Adolescent’s sample | ||||
Husband | Wife | Male | Female | ||
Outcome | |||||
MHI-5 (Mental Health Inventory) | Sub-scale of the SF-36 Health Survey that measures mental health. Scores are standardised to range from 0 to 100. | 76.298 (15.815) | 74.149 (16.512) | 76.149 (15.653) | 71.865 (17.119) |
Family employment status variables | |||||
Wife’s (husband’s) job loss | Equals 1 if partner reported involuntary job loss (got laid off/no work available/retrenched/made redundant/employer or business went out of business/dismissed) since last interview. | 0.017 (0.131) | 0.030 (0.172) | – | – |
Father’s job loss | Equals 1 if father reported involuntary job loss since last interview. | – | – | 0.031 (0.174) | 0.029 (0.168) |
Mother’s job loss | Equals 1 if mother reported involuntary job loss since last interview. | – | – | 0.021 (0.145) | 0.022 (0.148) |
Partner employed | Equals 1 if partner was employed at the last interview. | 0.721 (0.448) | 0.885 (0.319) | Â | Â |
Partner ceased job (other reason) | Equals 1 if partner was employed at the last interview but ceased employment in that job for any reason other than involuntary job loss. | 0.121 (0.326) | 0.110 (0.313) | Â | Â |
Father employed | Equals 1 if father was employed at the last interview. | Â | Â | 0.897 (0.305) | 0.916 (0.278) |
Father ceased job (other reason) | Equals 1 if father was employed at the last interview but ceased employment in that job for any reason other than involuntary job loss. | Â | Â | 0.077 (0.266) | 0.069 (0.253) |
Mother employed | Equals 1 if mother was employed at the last interview. | Â | Â | 0.744 (0.436) | 0.761 (0.427) |
Mother ceased job (other reason) | Equals 1 if mother was employed at the last interview but ceased employment in that job for any reason other than involuntary job loss. | Â | Â | 0.085 (0.280) | 0.083 (0.277) |
Control variables | |||||
Cash flow problems (t − 1) | Equals 1 if reported experiencing at least one of the following financial stresses at least once since the start of the year because of a shortage of money: could not pay rent or mortgage on time; could not pay electricity, gas, or telephone bills on time; or asked for financial help from friends or family. Values are lagged one period. | 0.182 (0.386) | 0.203 (0.402) | – | – |
Financial hardship (t − 1) | Equals 1 if reported experiencing at least one of the following financial stresses at least once since the start of the year because of a shortage of money: pawned or sold something, went without meals, unable to heat home, or asked for help from welfare/community organisations. Values are lagged one period. | 0.071 (0.257) | 0.068 (0.251) | – | – |
Dissatisfaction with partner (t − 1) | Score on a 0 to 10 scale, where 0 represents completely satisfied and 10 completely dissatisfied, lagged one period. | 1.555 (1.777) | 1.757 (1.926) | – | – |
Age | Age (in years) at 30th June in year prior to interview. | 43.891 (11.199) | 41.478 (10.958) | 17.178 (1.646) | 17.121 (1.632) |
Any children | Equals 1 if there are any children aged less than 15Â years in the household. | 0.474 (0.499) | 0.483 (0.500) | 0.439 (0.496) | 0.434 (0.496) |
# children | Number of own children aged less than 15 years living with respondent. | 1.179 (1.216) | 1.276 (1.249) | – | – |
# adults | Number of persons aged 15Â years or more living in the household. | 2.425 (0.799) | 2.425 (0.800) | 3.466 (1.038) | 3.481 (1.075) |
Lone parent household | Equals 1 if it is a lone parent household. | – | – | 0.232 (0.422) | 0.224 (0.417) |
Mild disability | Equals 1 if respondent has a restrictive long-term health condition or disability that does not limit work. (Persons who only reported having a mental illness are excluded.) | 0.081 (0.273) | 0.062 (0.241) | 0.062 (0.241) | 0.056 (0.229) |
Moderate disability | Equals 1 if respondent has a restrictive long-term health condition that limits work, but not totally. (Persons who only reported having a mental illness are excluded.) | 0.133 (0.339) | 0.125 (0.331) | 0.047 (0.212) | 0.061 (0.240) |
Severe disability | Equals 1 if respondent has a restrictive long-term health condition that prevents any work being undertaken. (Persons who only reported having a mental illness are excluded.) | 0.004 (0.063) | 0.003 (0.050) | 0.0004 (0.019) | 0.001 (0.031) |
Physical health | Physical functioning sub-scale of the SF-36 Health Survey. Scores are standardised to range from 0 to 100. | 87.911 (19.342) | 86.903 (18.944) | 91.963 (20.134) | 92.110 (18.017) |
NLF | Equals 1 if respondent is not in the labour force (i.e., not employed and not actively seeking work) in the reference week of interview. | 0.103 (0.304) | 0.266 (0.442) | 0.333 (0.471) | 0.312 (0.463) |
Unemployed | Equals 1 if respondent is not employed in the reference week of interview but is actively seeking work. | 0.019 (0.135) | 0.022 (0.146) | 0.111 (0.314) | 0.085 (0.279) |
Prefer fewer hours | Equals 1 if respondent is employed in the reference week of interview but would prefer to work fewer hours. | 0.302 (0.459) | 0.202 (0.402) | 0.029 (0.169) | 0.039 (0.193) |
Prefer more hours | Equals 1 if respondent is employed in the reference week of interview but would prefer to work more hours. | 0.077 (0.267) | 0.089 (0.285) | 0.196 (0.397) | 0.194 (0.396) |
Full-time student | Equals 1 if respondent is a full-time student, either at school or studying full time, at the time of interview. | – | – | 0.666 (0.472) | 0.722 (0.448) |
Homeowner | Equals 1 if respondent lives in a household where a member owns, or is paying the mortgage on, the place of residence. | 0.782 (0.413) | 0.779 (0.415) | 0.757 (0.429) | 0.768 (0.422) |
Home equity | Estimated resale value of residence less value of outstanding home loans ($m at 2011–2012 prices), with missing values imputed. | 0.403 (0.409) | 0.402 (0.413) | 0.418 (0.463) | 0.439 (0.510) |
Regional unemployment | The official unemployment rate in the major statistical region for October of the interview year, and sourced from ABS, Labour Force, Australia, Detailed - Electronic Delivery (ABS cat. no. 6291.0.55.001), Table 02: labour force status by state, capital city/balance of state and sex. | 4.954 (1.048) | 4.953 (1.048) | 4.959 (1.024) | 4.910 (1.029) |
Inner regional | Equals 1 if respondent lives in inner regional Australia (as defined in the Australian Standard Geographical Classification (ASGC)). | 0.257 (0.437) | 0.257 (0.437) | 0.254 (0.435) | 0.257 (0.437) |
Outer regional | Equals 1 if respondent lives in outer regional Australia (as defined in the ASGC). | 0.115 (0.319) | 0.115 (0.319) | 0.103 (0.304) | 0.097 (0.296) |
Remote | Equals 1 if respondent lives in remote or very remote location in Australia (as defined in the ASGC). | 0.017 (0.128) | 0.017 (0.130) | 0.012 (0.110) | 0.012 (0.108) |
SEIFA index | Decile of index of relative socio-economic advantage/disadvantage for regions, where 1 represents the highest relative disadvantage and 10 highest relative advantage (ABS 2001). It takes into account variables such as the proportion of families with high incomes, people with a tertiary education, and people employed in a skilled occupation. | 5.725 (2.814) | 5.723 (2.811) | 5.652 (2.864) | 5.731 (2.844) |
Others present | Equals 1 if other adults were present during the respondent’s interview. | 0.468 (0.499) | 0.408 (0.492) | 0.411 (0.492) | 0.423 (0.494) |
NR at t + 1 | Equals 1 if the respondent did not respond at the next survey wave. | 0.055 (0.229) | 0.051 (0.219) | 0.085 (0.279) | 0.086 (0.280) |
Separate from spouse | Equals 1 if respondent separated from partner sometime in the past year. | 0.024 (0.153) | 0.025 (0.157) | – | – |
Left home | Equals 1 if the respondent left home sometime in the past year. | – | – | 0.062 (0.242) | 0.069 (0.253) |