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FACTORS ASSOCIATED WITH ABORIGINAL AND TORRES STRAIT ISLANDER PEOPLE BEING OUT OF THE LABOUR FORCE
People of working age (15 to 64 years) may be out of the labour force at any particular time for a wide variety of reasons — for example, a person may have left the labour force to undertake childrearing, or may want to work but has given up looking for work. This article:
ACKNOWLEDGMENT This article was a collaboration between Dr Yonatan Dinku and Associate Professor Janet Hunt, Centre for Aboriginal Economic Policy Research (CAEPR), and the Australian Bureau of Statistics (ABS). CAEPR’s expertise significantly enhanced the policy value of the analysis by identifying the factors most strongly associated with being out of the labour force and providing contextual information to support the analysis. KEY STATISTICS
CHARACTERISTICS OF PEOPLE WHO WERE OUT OF THE LABOUR FORCE Before looking at which factors were most strongly associated with being out of the labour force, it is useful to look at the broad characteristics of people who were out of the labour force in 2014–15. Information about additional characteristics not discussed here can be found in Tables 32 to 37. More females than males were out of the labour force Almost four in 10 (39%) people were out of the labour force. Of these, about six in 10 (61%) were females.
Figure 13.1 Persons out of the labour force(a), by age group and sex — 2014–15 (a) As a proportion of total males or total females in each age group. (b) Difference between males and females is not statistically significant. Source: 2014–15 National Aboriginal and Torres Strait Islander Social Survey Proportion of people out of the labour force highest in remote areas The proportion of people out of the labour force was:
Figure 13.2 Persons out of the labour force(a), by detailed remoteness area — 2014–15 (a) As a proportion of total population in each remoteness area. (b) The differences between Major Cities and Inner Regional, Inner Regional and Outer Regional, Outer Regional and Remote, and Remote and Very Remote are not statistically significant. Source: 2014–15 National Aboriginal and Torres Strait Islander Social Survey Majority had Year 11 or below as their highest level of education Of people out of the labour force:
Two in 10 people not in the labour force were currently studying Just over two in 10 (22%) people out of the labour force were currently studying. Of these:
More than half did not need or want a job More than half (53%) of the people out of the labour force reported they did not need to work, did not want a job or were permanently unable or not intending to work.
More than half lived in a household with dependent children Over half (53%) of people out of the labour force lived in a household with dependent children.
More than half living with disability More than half (54%) of the people out of the labour force reported disability. This was similar for both males and females. Nearly three in 10 (26%) people out of the labour force had provided care to a person with disability, a person with a long-term health condition or an elderly person in the four weeks prior to interview.
About one in 10 had been incarcerated About one in 10 (13%) people out of the labour force had been incarcerated in their lifetime.
FACTORS ASSOCIATED WITH BEING OUT OF THE LABOUR FORCE After looking at a broad range of characteristics for people who were out of the labour force in 2014–15, logistic regression modelling was used to identify which of those characteristics were most strongly associated with a person being out of the labour force at that time. Further information about the variables used and the full results, including significance levels, can be found in Appendix 5. Significant factors for all people aged 15–64 years A person’s age, where they lived (non-remote or remote) and whether they were currently studying did not affect the likelihood of them being out of the labour force, when controlling for all other variables. (All other results should also be interpreted as having this restriction which, for brevity, is not mentioned each time.) According to the modelling, people were significantly more likely to be out of the labour force if they:
Figure 13.3 Persons out of the labour force, most significant factors associated with being out of the labour force — 2014–15 (a) Highest level of educational attainment. (b) Member of household that could not raise $2,000 in a week in an emergency. (c) Difference from reference category — further information can be found in Appendix 5. Source: Findings based on use of 2014–15 National Aboriginal and Torres Strait Islander Social Survey microdata A person’s previous experience of incarceration may possibly increase the probability of them being out of the labour force due to:
There are a couple of possible reasons why members of households facing financial constraints were more likely to be out of the labour force.
As noted, a person who had not experienced unfair treatment was more likely to be out of the labour force. This finding does not necessarily mean that experiences of unfair treatment will increase labour force participation. Instead, it suggests:
Significant factors for males and females As noted, females were significantly more likely than males to be out of the labour force. This section explores the factors that were most strongly associated with a male or a female being out of the labour force, when controlling for all other variables. According to the modelling, living with disability, previous experience of incarceration, and being a member of a household that could not raise $2,000 in a week in an emergency were the most significant factors associated with being out of the labour force for both males and females.
Figure 13.4 Persons out of the labour force, most significant factors associated with being out of the labour force by sex — 2014–15
For females only, the probability of being out of the labour force also increased if:
The higher probability of females being out of the labour force if there were dependent children in the family reflects gender roles which remain quite clearly defined. Significant factors for people living in non-remote and remote areas As noted, people living in non-remote areas were just as likely as those living in remote areas to be out of the labour force. This section explores the factors that were most strongly associated with a person living in a non-remote or a remote area being out of the labour force, when controlling for all other variables. According to the modelling, the following characteristics were the most significant factors associated with being out of the labour force in both non-remote and remote areas:
Figure 13.5 Persons out of the labour force, most significant factors associated with being out of the labour force by remoteness — 2014–15 (a) Highest level of educational attainment. (b) Member of household that could not raise $2,000 in a week in an emergency. (c) Difference from reference category — further information can be found in Appendix 5. Source: Findings based on use of 2014–15 National Aboriginal and Torres Strait Islander Social Survey microdata For people living in non-remote areas, additional factors associated with being out of the labour force were:
For people living in remote areas, the probability of being out of the labour force also increased if:
People who mainly spoke an Indigenous language at home may be more likely to be out of the labour force due to limited English skills. The medium of instruction in most jobs is English, so those who speak Indigenous languages as their main language may find it more challenging to find a job. Caring for a person with disability, long-term health condition or old age can interfere with labour force participation because of increased domestic duties. It can also motivate labour force participation by imposing financial burdens. These results suggest the financial burden of caring dominates overall, as those with care giving responsibilities were more likely to be in the labour force. The results also suggest participation in selected cultural activities may widen opportunities for labour force participation through the production of cultural goods and services, as well as via participation in activities such as hunting, fishing and gathering. Footnotes 1. The difference is not statistically significant. 2. People who reported they could not get to, or sometimes or often had difficulty getting to, places they needed to go. 3. Includes fished, hunted, gathered wild plants/berries, made Aboriginal and/or Torres Strait Islander arts or crafts, performed any Aboriginal and/or Torres Strait Islander music, dance or theatre, and written or told any Aboriginal and/or Torres Strait Islander stories. Document Selection These documents will be presented in a new window.
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