Stressful life events and resilience among carers of Aboriginal children in urban New South Wales: Cross-sectional findings from the Study of Environment on Aboriginal Resilience and Child Health (SEARCH)
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Objective: In caregivers of urban Aboriginal children, to determine the frequency of major stressful life events, the proportion who meet criteria for resilience, and factors that are associated with resilience. Design: Cross-sectional survey. Setting: Four Aboriginal Community Controlled Health Services located in urban or regional areas in New South Wales, Australia. Participants: 574 caregivers of Aboriginal children participating in the Study of Environment on Aboriginal Resilience and Child Health. Primary outcome measure: Resilience, defined as having experienced three or more stressful life events in the last 12 months, and having scores of ≤21 on the Kessler 10 Psychological Distress scale. Results: Over half (315, 55%) of the caregivers reported three or more stressful life events—the most common being a close family member who was hospitalised with a serious medical problem (259, 45%). Of the participants who experienced three or more stressful life events, almost three-quarters (227, 72%) met the criteria for resilience. Using multivariable analysis, two factors were independently associated with resilience: not having a physical health problem that limited normal activities (adjusted OR (aOR) 4.3; 95% CI 2.0 to 9.0), and not having problems caused by alcohol within the home (aOR 5.3; 95% CI 2.2 to 12.8). Having a child whose behaviour placed a great deal of burden on the family was associated with less resilience (aOR 0.25; 95% CI 0.09 to 0.68). Conclusions: Caregivers of urban Aboriginal children experienced a large number of stressful events, the most common being the poor health of close family members, but most exhibited resilience. Resilience was associated with stable family environments and good physical health. The high number of stressful life events that caregivers experience is reflective of broader inequalities that Aboriginal communities face. The availability of easily accessible and long-term health and support services may go some way to reducing this inequality and improving social and emotional well-being for Aboriginal families.
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Caregivers of children with cancer experience stressful events, the most common of which are poor health, caregiver burden and burnout.
“caregivers of such children experience a host of stressful events, the most common of which are poor health [11], caregiver burden and burnout [12,13]”
From Psychosocial Factors Predicting Resilience in Family Caregivers of Children with Cancer: A Cross-Sectional Study (2021) · cites this paper as [11]
The Results (Frequency, spectrum and correlations between SLEs) identify family members’ health problems as the most commonly reported stressful events among carers of Aboriginal children. The study does not establish this finding for caregivers of children with cancer. In the citing sentence, caregiver burden and burnout are attached to other citations, not this source. (LLM, conf=0.88)
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KESSLER, R. C., ANDREWS, G., COLPE, L. J., HIRIPI, E., MROCZEK, D. K., NORMAND, S.-L. T., WALTERS, E. E., & ZASLAVSKY, A. M. (2002) · Psychological Medicine · doi:10.1017/s0033291702006074 · Cited by 10,327 · see citing works
The Construct of Resilience: A Critical Evaluation and Guidelines for Future Work
Luthar, S. S., Cicchetti, D., & Becker, B. (2000) · Child Development · doi:10.1111/1467-8624.00164 · Cited by 9,381 · see citing works
Psychosocial resilience and protective mechanisms.
Rutter, M. (1987) · American Journal of Orthopsychiatry · doi:10.1111/j.1939-0025.1987.tb03541.x · Cited by 5,831 · see citing works
Goodman, R. (1999) · Journal of Child Psychology and Psychiatry · doi:10.1111/1469-7610.00494 · Cited by 1,760 · see citing works
Academic success among students at risk for school failure
Finn, J. D., & Rock, D. A. (1997) · Journal of Applied Psychology · doi:10.1037/0021-9010.82.2.221 · Cited by 1,397 · see citing works
Purdie, N., Dudgeon, P., & Walker, R. (2014) · Murdoch University Research Portal · Cited by 1,009 · see citing works
Vulnerability and competence: A review of research on resilience in childhood.
Luthar, S. S., & Zigler, E. (1991) · American Journal of Orthopsychiatry · doi:10.1037/h0079218 · Cited by 935 · see citing works
What is resilience? An integrative review of the empirical literature.
Aburn, G., Gott, M., & Hoare, K. (2016) · Journal of Advanced Nursing · doi:10.1111/jan.12888 · Cited by 639 · see citing works
Methodological and Conceptual Issues in Research on Childhood Resilience
Luthar, S. S. (1993) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1993.tb01030.x · Cited by 483 · see citing works
Mealing, N. M., Banks, E., Jorm, L. R., Steel, D. G., Clements, M., & Rogers, K. D. (2010) · BMC Medical Research Methodology · doi:10.1186/1471-2288-10-26 · Cited by 414 · see citing works
Australian Indigenous HealthInfoNet
Thomson, N. J. (2005) · The Medical Journal of Australia · doi:10.5694/j.1326-5377.2005.tb00013.x · Cited by 215 · see citing works
Aspin, C. S., Brown, N. J., Jowsey, T., Yen, L. E., & Leeder, S. (2012) · BMC Health Services Research · doi:10.1186/1472-6963-12-143 · Cited by 157 · see citing works
Mental health of Indigenous Australians: a review of findings from community surveys
Jorm, A. F., Bourchier, S. J., Cvetkovski, S., & Stewart, G. (2012) · The Medical Journal of Australia · doi:10.5694/mja11.10041 · Cited by 135 · see citing works
The Study of Environment on Aboriginal Resilience and Child Health (SEARCH): study protocol
The SEARCH Investigators (2010) · BMC Public Health · doi:10.1186/1471-2458-10-287 · Cited by 123 · see citing works
Bond, C., Brough, M., Spurling, G., & Hayman, N. E. (2012) · Health Risk & Society · doi:10.1080/13698575.2012.701274 · Cited by 94 · see citing works
Silburn, S., Zubrick, S. R., Maio, J. D., Shepherd, C., Griffin, J., Mitrou, F., Dalby, R., Hayward, C., & Pearson, G. (2006) · eSpace (Curtin University) · Cited by 87 · see citing works
McNamara, B. J., Banks, E., Gubhaju, L., Williamson, A. B., Joshy, G., Raphael, B., & Eades, S. (2014) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.12271 · Cited by 83 · see citing works
Self-citationSocial determinants of Aboriginal and Torres Strait islander social and emotional wellbeing
Zubrick, S. R., Dudgeon, P., Gee, G., Glaskin, B., Kelly, K., Paradies, Y., Scrine, C., & Walker, R. (2009) · Deakin Research Online (Deakin University) · Cited by 70 · see citing works
Intergenerational Aspects of Trauma for Australian Aboriginal People
Raphael, B., Swan, P., & Martinek, N. (1998) · Springer eBooks · doi:10.1007/978-1-4757-5567-1_21 · Cited by 61 · see citing works
PSYCHOLOGICAL DISTRESS AND COMORBID PHYSICAL CONDITIONS: DISEASE OR DISABILITY?
Byles, J., Robinson, I. A., Banks, E., Gibson, R. E., Leigh, L., Rodgers, B., Curryer, C., & Jorm, L. R. (2013) · Depression and Anxiety · doi:10.1002/da.22162 · Cited by 60 · see citing works
Western Australian child health survey: family and community health
Silburn, S. R., Zubrick, S. R., Garton, A. F., Gurrin, L. C., Burton, P., Dalby, R., Carlton, J., Shepherd, C., & Lawrence, D. M. (1996) · Bristol Research (University of Bristol) · Cited by 54 · see citing works
Anderson, I. P. S., Baum, F. E., & Bentley, M. (2004) · Cited by 47 · see citing works
Andersen, M. J., Williamson, A. B., Fernando, P., Redman, S., & Vincent, F. (2016) · BMC Public Health · doi:10.1186/s12889-016-3049-2 · Cited by 44 · see citing works
Self-citationPerspectives on childhood resilience among the Aboriginal community: an interview study
Young, C., Tong, A., Nixon, J., Fernando, P., Kalucy, D., Sherriff, S., Clapham, K. F., Craig, J. C., & Williamson, A. B. (2017) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.12681 · Cited by 41 · see citing works
Self-citationThe Health Status of Indigenous and Non-Indigenous AustraliansPreprint
Booth, A. L., & Carroll, N. (2005) · SSRN Electronic Journal · doi:10.2139/ssrn.690150 · Cited by 30 · see citing works
Gubhaju, L., Banks, E., Macniven, R., McNamara, B. J., Joshy, G., Bauman, A. E., & Eades, S. (2015) · PLoS ONE · doi:10.1371/journal.pone.0139364 · Cited by 24 · see citing works
Social resilience: challenging neo-colonial thinking and practices around ‘risk’
Gale, F., & Bolzan, N. (2012) · Journal of Youth Studies · doi:10.1080/13676261.2012.704985 · Cited by 24 · see citing works
Ivers, R., Hunter, K., Clapham, K. F., Helps, Y., Senserrick, T. M., Byrne, J., Martiniuk, A. L. C., Daniels, J. S. M., & Harrison, J. (2016) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.12535 · Cited by 21 · see citing works
Self-citationYoung, C., Tong, A., Gunasekera, H., Sherriff, S., Kalucy, D., Fernando, P., & Craig, J. C. (2016) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.13374 · Cited by 17 · see citing works
Self-citationSilburn, S., Blair, E. M., Judith A Griffin, Zubrick, S. R., Lawrence, D. M., Mitrou, F., & Maio, J. A. D. (2007) · International Journal of Adolescent Medicine and Health · doi:10.1515/ijamh.2007.19.3.345 · Cited by 15 · see citing works
Family and community resilience in an Australian Indigenous community
McLennan, V. (2015) · Griffith Research Online · Cited by 14 · see citing works
Peralta, L. R., & Cinelli, R. L. (2015) · Sport in Society · doi:10.1080/17430437.2015.1096247 · Cited by 13 · see citing works
Hopkins, K. D., Taylor, C. L., & Zubrick, S. R. (2013) · American Journal of Orthopsychiatry · doi:10.1111/ajop.12052 · Cited by 12 · see citing works
Williamson, A. B., D’Este, C. A., Clapham, K. F., Eades, S., Redman, S., & Raphael, B. (2016) · The Medical Journal of Australia · doi:10.5694/mja16.00111 · Cited by 8 · see citing works
Self-citation
Flagged first, then by citations
1 of the 35 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- [32]Marmot M The status syndrome: how your social standing affects your health and life expectancy. London: Bloomsbury, 2004.
- [33]Calma T, Dick D A human rights based approach. Workshop paper presented by Mr Darren Dick on behalf of Mr Tom Calma, Aboriginal and Torres Strait Islander Social justice Commissioner. 2007
Cited by
Sorted by citations
Toledano-Toledano, F., Luna, D., Moral de la Rubia, J., Martínez Valverde, S., Bermúdez Morón, C. A., Salazar García, M., & Vasquez Pauca, M. J. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18020748 · Cited by 86 · see citing works
“The effects and consequences experienced by families caring for children with cancer include the risk of developing anxiety, depression and parental stress [8–10]; caregivers of such children experience a host of stressful events, the most common of which are poor health [11], caregiver burden and burnout [12,13]; chi…”
BackgroundRelationship Between Climate Change, Natural Disaster, and Resilience in Rural and Urban Societies
Javadinejad, S., Eslamian, S., Ostad‐Ali‐Askari, K., Nekooei, M., Azam, N., Talebmorad, H., Hasantabar-Amiri, A., & Mousavi, M. (2018) · Springer eBooks · doi:10.1007/978-3-319-71025-9_189-1 · Cited by 30 · see citing works
McCalman, J., Bainbridge, R. G., Cadet‐James, Y., Bailie, R. S., Tsey, K., Matthews, V., Ungar, M. T., Askew, D. A., Fagan, R., Visser, H., et al. (2020) · BMC Public Health · doi:10.1186/s12889-020-09885-x · Cited by 16 · see citing works
Relationship Between Climate Change, Natural Disasters, and Resilience in Rural and Urban Societies
Javadinejad, S., Eslamian, S., Ostad‐Ali‐Askari, K., Nekooei, M., Azam, N., Talebmorad, H., Hasantabar-Amiri, A., & Mousavi, M. (2019) · Springer eBooks · doi:10.1007/978-3-319-93336-8_189 · Cited by 15 · see citing works
Paine, S., Walker, R., Lee, A. C.-L., & Signal, T. L. (2022) · Critical Public Health · doi:10.1080/09581596.2022.2050184 · Cited by 6 · see citing works
Jiménez, S. E., de la Rubia, J. M., Garay, R. M. V., Merino‐Soto, C., & Toledano‐Toledano, F. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.985456 · Cited by 6 · see citing works
Mah, B. L., Brown, A. D. H., Eades, S., Pringle, K. G., & Rae, K. M. (2021) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-021-01159-5 · Cited by 5 · see citing works
Vanderheiden, E. (2020) · Springer eBooks · doi:10.1007/978-3-030-35574-6_2 · Cited by 3 · see citing works
Hewitt, B. A., & Walter, M. (2021) · Health Sociology Review · doi:10.1080/14461242.2020.1865184 · Cited by 3 · see citing works
Riley, T., Lovett, R. W., Banks, E., Thandrayen, J., Sherriff, S., Muthayya, S., Spokes, L., Wright, L., & Thurber, K. A. (2021) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.13167 · Cited by 2 · see citing works
Gartland, D., Nikolof, A., Glover, K., Leane, C., Cahir, P., Hameed, M. A., & Brown, S. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20126172 · Cited by 1 · see citing works
- Authors
- Young, C., Craig, J. C., Clapham, K., Williams, S., & Williamson, A.
- Affiliations
- The University of Sydney (AU)
- University of Wollongong (AU)
- Tharawal Aboriginal (AU)
- Sax Institute (AU)
- Corresponding author
- Young, Christian
- Venue
- BMJ Open
- Publisher
- BMJ
- Published
- 2018-06
- Volume
- 8
- Issue
- 6
- Pages
- e021687
- ISSN
- 2044-6055 (ISSN-L)
- PMC
- PMC6009629
- OpenAlex
- W2806283444
- Cited by
- 12
- References
- 35
- Citations by year
- 2023: 2 · 2022: 1 · 2021: 5 · 2020: 2 · 2019: 1 · 2018: 1
- FWCI
- 2.41
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ Open (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Funders
- National Health and Medical Research Council
- Australian Postgraduate Award
- Topics
- Social Sciences › Health › Indigenous Health, Education, and Rights
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Family and Disability Support Research
- Keywords
- life events, resilience, Aboriginal children, urban Aboriginal communities, psychological distress, child behavior problems, family environment, physical health, health disparities, Aboriginal Community Controlled Health Services
- MeSH terms
- Adolescent, Adult, Cross-Sectional Studies, Female, Humans, Male, Mental Health Services, Middle Aged, New South Wales, Parents, Surveys and Questionnaires, Social Environment, Socioeconomic Factors, Stress, Psychological, Cohort Studies, Multivariate Analysis, Logistic Models, Caregivers, Native Hawaiian or Other Pacific Islander, Resilience, Psychological, Young Adult
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