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Published in: International Journal for Equity in Health 1/2017

Open Access 01-12-2017 | Research

Healthcare expenditure on Indigenous and non-Indigenous Australians at high risk of cardiovascular disease

Authors: Blake Angell, Tracey-Lea Laba, Tom Lung, Alex Brown, Sandra Eades, Tim Usherwood, David Peiris, Laurent Billot, Graham Hillis, Ruth Webster, Andrew Tonkin, Christopher Reid, Barbara Molanus, Natasha Rafter, Alan Cass, Anushka Patel, Stephen Jan

Published in: International Journal for Equity in Health | Issue 1/2017

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Abstract

Background

In spite of bearing a heavier burden of death, disease and disability, there is mixed evidence as to whether Indigenous Australians utilise more or less healthcare services than other Australians given their elevated risk level. This study analyses the Medicare expenditure and its predictors in a cohort of Indigenous and non-Indigenous Australians at high risk of cardiovascular disease.

Methods

The healthcare expenditure of participants of the Kanyini Guidelines Adherence with the Polypill (GAP) pragmatic randomised controlled trial was modelled using linear regression methods. 535 adult (48% Indigenous) participants at high risk of cardiovascular disease (CVD) were recruited through 33 primary healthcare services (including 12 Aboriginal Medical Services) across Australia.

Results

There was no significant difference in the expenditure of Indigenous and non-Indigenous participants in non-remote areas following adjustment for individual characteristics. Indigenous individuals living in remote areas had lower MBS expenditure ($932 per year P < 0.001) than other individuals. MBS expenditure was found to increase with being aged over 65 years ($128, p = 0.013), being female ($472, p = 0.003), lower baseline reported quality of life ($102 per 0.1 decrement of utility p = 0.004) and a history of diabetes ($324, p = 0.001), gout ($631, p = 0.022), chronic obstructive pulmonary disease ($469, p = 0.019) and established CVD whether receiving guideline-recommended treatment prior to the trial ($452, p = 0.005) or not ($483, p = 0.04). When controlling for all other characteristics, morbidly obese patients had lower MBS expenditure than other individuals (−$887, p = 0.002).

Conclusion

The findings suggest that for the majority of participants, once individuals are engaged with a primary care provider, factors other than whether they are Indigenous determine the level of Medicare expenditure for each person.

Trial registration

Australian New Zealand Clinical Trials Registry ACTRN 126080005833347.
Footnotes
1
Six hundred twenty-three completed the trial, 555 provided consent for Medicare, complete health related quality of life data for 535.
 
Literature
1.
go back to reference Begg S, Vos T, Barker B, Stevenson C, Stanley L, Lopez AD. The burden of disease and injury in Australia 2003. PHE 82. Canberra: AIHW. 2007. Begg S, Vos T, Barker B, Stevenson C, Stanley L, Lopez AD. The burden of disease and injury in Australia 2003. PHE 82. Canberra: AIHW. 2007.
2.
go back to reference Goss JR. Projection of australian health care expenditure by disease, 2003 to 2033. Canberra: Australian Institute of Health and Welfare; 2008. Goss JR. Projection of australian health care expenditure by disease, 2003 to 2033. Canberra: Australian Institute of Health and Welfare; 2008.
3.
go back to reference Colagiuri S, et al. The cost of overweight and obesity in Australia. Med J Aust. 2010;192(5):260–4.PubMed Colagiuri S, et al. The cost of overweight and obesity in Australia. Med J Aust. 2010;192(5):260–4.PubMed
4.
go back to reference Vos T, 2, et al. Burden of disease and injury in aboriginal and torres strait islander peoples: the indigenous health gap. International. J Epidemiol. 2009;38:470–7. Vos T, 2, et al. Burden of disease and injury in aboriginal and torres strait islander peoples: the indigenous health gap. International. J Epidemiol. 2009;38:470–7.
5.
go back to reference COAG, National Partnership Agreement On Closing The Gap In Indigenous Health Outcomes. C.o.A. Governments’, Editor. Canberra: Council of Australian Governments; 2008. COAG, National Partnership Agreement On Closing The Gap In Indigenous Health Outcomes. C.o.A. Governments’, Editor. Canberra: Council of Australian Governments; 2008.
6.
go back to reference Alford KA. Indigenous health expenditure deficits obscured in closing the Gap reports. Med J Aust. 2015;203(10):403.CrossRefPubMed Alford KA. Indigenous health expenditure deficits obscured in closing the Gap reports. Med J Aust. 2015;203(10):403.CrossRefPubMed
7.
go back to reference Hayman NE, White NE, Spurling GK. Improving Indigenous patients’ access to mainstream health services: the Inala experience. Med J Aust. 2009;190(10):604–6.PubMed Hayman NE, White NE, Spurling GK. Improving Indigenous patients’ access to mainstream health services: the Inala experience. Med J Aust. 2009;190(10):604–6.PubMed
8.
go back to reference Australian Institute of Health and Welfare, Aboriginal and Torres Strait Islander health performance framework 2014 report: detailed analyses, AIHW, Editor. Canberra: Council of Australian Governments; 2015. Australian Institute of Health and Welfare, Aboriginal and Torres Strait Islander health performance framework 2014 report: detailed analyses, AIHW, Editor. Canberra: Council of Australian Governments; 2015.
9.
go back to reference Murphy B, Reath JS. The imperative for investment in aboriginal and torres strait islander health. Med J Aust. 2014;200(11):615.CrossRefPubMed Murphy B, Reath JS. The imperative for investment in aboriginal and torres strait islander health. Med J Aust. 2014;200(11):615.CrossRefPubMed
10.
go back to reference Whelan S, Wright DJ. Health services use and lifestyle choices of indigenous and non-indigenous australians. Soc Sci Med. 2013;84:1–12.CrossRefPubMed Whelan S, Wright DJ. Health services use and lifestyle choices of indigenous and non-indigenous australians. Soc Sci Med. 2013;84:1–12.CrossRefPubMed
11.
go back to reference Patel A, et al. A pragmatic randomized trial of a polypill-based strategy to improve use of indicated preventive treatments in people at high cardiovascular disease risk. Eur J Prev Cardiol. 2015;22(7):920–30.CrossRefPubMed Patel A, et al. A pragmatic randomized trial of a polypill-based strategy to improve use of indicated preventive treatments in people at high cardiovascular disease risk. Eur J Prev Cardiol. 2015;22(7):920–30.CrossRefPubMed
14.
go back to reference Pink, B. Australian Statistical Geography Standard (ASGS): Volume 5 - Remoteness Structure, Australian Bureau of Statistics, Editor. 2013. Canberra. Pink, B. Australian Statistical Geography Standard (ASGS): Volume 5 - Remoteness Structure, Australian Bureau of Statistics, Editor. 2013. Canberra.
15.
go back to reference Mihaylova B, et al. Review of statistical methods for analysing healthcare resources and costs. Health Econ. 2011;20(8):897–916.CrossRefPubMed Mihaylova B, et al. Review of statistical methods for analysing healthcare resources and costs. Health Econ. 2011;20(8):897–916.CrossRefPubMed
16.
go back to reference Duan N. Smearing estimate: A nonparametric retransformation method. J Am Stat Assoc. 1983;78(383):605–10.CrossRef Duan N. Smearing estimate: A nonparametric retransformation method. J Am Stat Assoc. 1983;78(383):605–10.CrossRef
17.
go back to reference Viney, R. et al., Time Trade-Off Derived EQ-5D Weights for Australia. Value Health. 2011;14(6);928–36. Viney, R. et al., Time Trade-Off Derived EQ-5D Weights for Australia. Value Health. 2011;14(6);928–36.
18.
go back to reference The Australian Bureau of Statistics. National Health Survey 2014–15. Canberra: First Results, Commonwealth of Australia. Editor. 2015. The Australian Bureau of Statistics. National Health Survey 2014–15. Canberra: First Results, Commonwealth of Australia. Editor. 2015.
19.
go back to reference The Australian Bureau of Statistics. Aboriginal and Torres Strait Islander Health Survey: First Results, Australia, 2012–13. Canberra: Commonwealth of Australia, Editor. 2013. The Australian Bureau of Statistics. Aboriginal and Torres Strait Islander Health Survey: First Results, Australia, 2012–13. Canberra: Commonwealth of Australia, Editor. 2013.
20.
go back to reference Australian Institute of Health and Welfare. Contribution of chronic disease to the gap in adult mortality between Aboriginal and Torres Strait Islander and other Australians. AIHW, Editor. Canberra: The Australian Bureau of Statistics; 2010. Australian Institute of Health and Welfare. Contribution of chronic disease to the gap in adult mortality between Aboriginal and Torres Strait Islander and other Australians. AIHW, Editor. Canberra: The Australian Bureau of Statistics; 2010.
22.
go back to reference Australian Institute of Health and Welfare. Expenditure on health for Aboriginal and Torres Strait Islander people 2010–11: an analysis by remoteness and disease, in Health and welfare expenditure series no. 49. Cat. no. HWE 58., AIHW. Editor. Canberra: The Australian Bureau of Statistics; 2013. Australian Institute of Health and Welfare. Expenditure on health for Aboriginal and Torres Strait Islander people 2010–11: an analysis by remoteness and disease, in Health and welfare expenditure series no. 49. Cat. no. HWE 58., AIHW. Editor. Canberra: The Australian Bureau of Statistics; 2013.
23.
go back to reference Dwyer J, et al. The overburden report: contracting for indigenous health services: summary report. Aborig Isl Health Work J. 2009;33(6):24. Dwyer J, et al. The overburden report: contracting for indigenous health services: summary report. Aborig Isl Health Work J. 2009;33(6):24.
24.
go back to reference Dwyer JM, et al. Contracting for indigenous health care: towards mutual accountability. Aust J Public Admin. 2011;70(1):34–46.CrossRef Dwyer JM, et al. Contracting for indigenous health care: towards mutual accountability. Aust J Public Admin. 2011;70(1):34–46.CrossRef
25.
go back to reference Eckermann AK, Dowd T. Strengthening the role of primary health care in health promotion by bridging cultures in aboriginal health. Aust J Adv Nurs. 1992;9(2):16. Eckermann AK, Dowd T. Strengthening the role of primary health care in health promotion by bridging cultures in aboriginal health. Aust J Adv Nurs. 1992;9(2):16.
26.
go back to reference Mooney GH, P. Oxford University. Challenging health economics. Oxford: Oxford University Press; 2009.CrossRef Mooney GH, P. Oxford University. Challenging health economics. Oxford: Oxford University Press; 2009.CrossRef
27.
go back to reference Mooney N, et al. A quantitative evaluation of aboriginal cultural awareness training in an urban health service. Aborig Isl Health Work J. 2005;29(4):23–30. Mooney N, et al. A quantitative evaluation of aboriginal cultural awareness training in an urban health service. Aborig Isl Health Work J. 2005;29(4):23–30.
28.
go back to reference Nguyen HT. Patient centred care: cultural safety in indigenous health. Aust Fam Physician. 2008;37(12):990–4.PubMed Nguyen HT. Patient centred care: cultural safety in indigenous health. Aust Fam Physician. 2008;37(12):990–4.PubMed
29.
go back to reference Australian Bureau of Statistics. Overweight and Obesity in Adults in Australia: A Snapshot 2007–08. ABS. Editor. Canberra: The Australian Bureau of Statistics; 2010. Australian Bureau of Statistics. Overweight and Obesity in Adults in Australia: A Snapshot 2007–08. ABS. Editor. Canberra: The Australian Bureau of Statistics; 2010.
Metadata
Title
Healthcare expenditure on Indigenous and non-Indigenous Australians at high risk of cardiovascular disease
Authors
Blake Angell
Tracey-Lea Laba
Tom Lung
Alex Brown
Sandra Eades
Tim Usherwood
David Peiris
Laurent Billot
Graham Hillis
Ruth Webster
Andrew Tonkin
Christopher Reid
Barbara Molanus
Natasha Rafter
Alan Cass
Anushka Patel
Stephen Jan
Publication date
01-12-2017
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2017
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-017-0610-2

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