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Published in: BMC Health Services Research 1/2018

Open Access 01-12-2018 | Research article

Unplanned readmission or death after discharge for Aboriginal and non-Aboriginal people with chronic disease in NSW Australia: a retrospective cohort study

Authors: Amanda Jayakody, Christopher Oldmeadow, Mariko Carey, Jamie Bryant, Tiffany Evans, Stephen Ella, John Attia, Rob Sanson-Fisher

Published in: BMC Health Services Research | Issue 1/2018

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Abstract

Background

Admitted patients with chronic disease are at high risk of an unplanned hospital readmission, however, little research has examined unplanned readmission among Aboriginal people in Australia. This study aimed to examine whether rates of unplanned 28 day hospital readmission, or death, significantly differ between Aboriginal and non-Aboriginal patients in New South Wales, Australia, over a nine-year period.

Methods

A retrospective cohort analysis of a sample of de-identified linked hospital administrative data was conducted. Eligible patients were: 1) aged ≥18 years old, 2) admitted to an acute facility in a NSW public hospital between 30th June 2005 and 1st July 2014, and 3) admitted with either cardiovascular disease, chronic respiratory disease, diabetes or renal disease. The primary composite outcome was unplanned readmission or death within 28 days of discharge. Generalized linear models and a test for trend were used to assess rates of unplanned readmission or death over time in Aboriginal and non-Aboriginal patients with chronic disease, accounting for sociodemographic variables.

Results

The final study cohort included 122,145 separations corresponding to 48,252 patients (Aboriginal = 57.2%, n = 27,601; non-Aboriginal = 42.8%, n = 20,651). 13.9% (n = 16,999) of all separations experienced an unplanned readmission or death within 28 days of discharge. Death within 28 days of discharge alone accounted for only a small number of separations (1.4%; n = 1767). Over the nine-year period, Aboriginal separations had a significantly higher relative risk of an unplanned readmission or death (Relative risk = 1.34 (1.29, 1.40); p-value < 0.0001) compared with non-Aboriginal separations once adjusted for sociodemographic, disease variables and restricted to < 75 years of age. A test for trend, including an interaction between year and Aboriginal status, showed there was no statistically significant change in proportions over the nine-year period for Aboriginal and non-Aboriginal separations (p-value for trend = 0.176).

Conclusion

Aboriginal people with chronic disease had a significantly higher risk of unplanned readmission or death 28 days post discharge from hospital compared with non-Aboriginal people, and there has been no significant change over the nine year period. It is critical that effective interventions to reduce unplanned readmissions for Aboriginal people are identified.
Appendix
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Footnotes
1
The importance of using correct, respectful and appropriate terminology for Aboriginal and Torres Strait Islander people is acknowledged. In keeping with NSW Health recommendations and acknowledging that Aboriginal people are the original habitants of NSW, the term Aboriginal people will be used (NSW Health “Communicating positively: A guide to appropriate Aboriginal terminology”, NSW Department of Health 2004).
 
Literature
1.
go back to reference Australian Institute of Health and Welfare: The health and welfare of Australia's Aboirginal and Torres Strait islander people: 2015. Cat. no: IHW 147. Canberra: AIHW; 2015. Australian Institute of Health and Welfare: The health and welfare of Australia's Aboirginal and Torres Strait islander people: 2015. Cat. no: IHW 147. Canberra: AIHW; 2015.
2.
go back to reference Vos T, Barker B, Begg S, Stanley L, Lopez AD. Burden of disease and injury in aboriginal and Torres Strait islander peoples: the indigenous health gap. Int J Epidemiol. 2009;38:470–7.CrossRef Vos T, Barker B, Begg S, Stanley L, Lopez AD. Burden of disease and injury in aboriginal and Torres Strait islander peoples: the indigenous health gap. Int J Epidemiol. 2009;38:470–7.CrossRef
3.
go back to reference Bureau of Health Information: Chronic disease care: another piece of the picture. 2(2). Sydney (NSW); 2012. Bureau of Health Information: Chronic disease care: another piece of the picture. 2(2). Sydney (NSW); 2012.
4.
go back to reference Dennis SM, Zwar N, Griffiths R, Roland M, Hasan I, Powell Davies G, Harris M. Chronic disease management in primary care: from evidence to policy. Med J Aust. 2008;188:S53–6.PubMed Dennis SM, Zwar N, Griffiths R, Roland M, Hasan I, Powell Davies G, Harris M. Chronic disease management in primary care: from evidence to policy. Med J Aust. 2008;188:S53–6.PubMed
5.
go back to reference Rothman AA, Wagner EH. Chronic illness management: what is the role of primary care? Ann Intern Med. 2003;138:256–61.CrossRef Rothman AA, Wagner EH. Chronic illness management: what is the role of primary care? Ann Intern Med. 2003;138:256–61.CrossRef
6.
go back to reference Hansen LO, Young RS, Hinami K, Leung A, Williams MV. Interventions to reduce 30-day rehospitalization: a systematic review. Ann Intern Med. 2011;155:520–8.CrossRef Hansen LO, Young RS, Hinami K, Leung A, Williams MV. Interventions to reduce 30-day rehospitalization: a systematic review. Ann Intern Med. 2011;155:520–8.CrossRef
7.
go back to reference Jack BW, Chetty VK, Anthony D, Greenwald JL, Sanchez GM, Johnson AE, Forsythe SR, O'Donnell JK, Paasche-Orlow MK, Manasseh C, et al. A reengineered hospital discharge program to decrease RehospitalizationA randomized trial. Ann Intern Med. 2009;150:178–87.CrossRef Jack BW, Chetty VK, Anthony D, Greenwald JL, Sanchez GM, Johnson AE, Forsythe SR, O'Donnell JK, Paasche-Orlow MK, Manasseh C, et al. A reengineered hospital discharge program to decrease RehospitalizationA randomized trial. Ann Intern Med. 2009;150:178–87.CrossRef
8.
go back to reference Australian Council on Healthcare Standards: Australasian clinical indicator report: 15th Edition 2006-2013. Sydney, Australia; ACHS; 2014; 2014. Australian Council on Healthcare Standards: Australasian clinical indicator report: 15th Edition 2006-2013. Sydney, Australia; ACHS; 2014; 2014.
9.
go back to reference Centre for Epidemiology and Evidence. The health of aboriginal people of NSW: report of the chief health officer. Sydney: NSW Ministry of Health; 2012. Centre for Epidemiology and Evidence. The health of aboriginal people of NSW: report of the chief health officer. Sydney: NSW Ministry of Health; 2012.
10.
go back to reference Vest JR, Gamm LD, Oxford BA, Gonzalez MI, Slawson KM. Determinants of preventable readmissions in the United States: a systematic review. Implement Sci. 2010;5:88.CrossRef Vest JR, Gamm LD, Oxford BA, Gonzalez MI, Slawson KM. Determinants of preventable readmissions in the United States: a systematic review. Implement Sci. 2010;5:88.CrossRef
11.
go back to reference Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare fee-for-service program. N Engl J Med. 2009;360:1418–28.CrossRef Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare fee-for-service program. N Engl J Med. 2009;360:1418–28.CrossRef
12.
go back to reference Robert Wood Foundation. The revolving door: a report on U.S. Hospital Readmissions. The Dartmouth Institute for Health Policy and Clinical Practice; 2013. Robert Wood Foundation. The revolving door: a report on U.S. Hospital Readmissions. The Dartmouth Institute for Health Policy and Clinical Practice; 2013.
13.
go back to reference Brand C, Sundararajan V, Jones C, Hutchinson A, Campbell D. Readmission patterns in patients with chronic obstructive pulmonary disease, chronic heart failure and diabetes mellitus: an administrative dataset analysis. Intern Med J. 2005;35:296–9.CrossRef Brand C, Sundararajan V, Jones C, Hutchinson A, Campbell D. Readmission patterns in patients with chronic obstructive pulmonary disease, chronic heart failure and diabetes mellitus: an administrative dataset analysis. Intern Med J. 2005;35:296–9.CrossRef
14.
go back to reference Weinberger M, Oddone EZ, Henderson WG. Does increased access to primary care reduce hospital readmissions? Veterans affairs cooperative study group on primary care and hospital readmission. N Engl J Med. 1996;334:1441–7.CrossRef Weinberger M, Oddone EZ, Henderson WG. Does increased access to primary care reduce hospital readmissions? Veterans affairs cooperative study group on primary care and hospital readmission. N Engl J Med. 1996;334:1441–7.CrossRef
15.
go back to reference Australian Institute of Health and Welfare: Australian hospital statistics 2012–13. Health services series no. 54. Cat. no. HSE 145. Canberra: AIHW; 2014. Australian Institute of Health and Welfare: Australian hospital statistics 2012–13. Health services series no. 54. Cat. no. HSE 145. Canberra: AIHW; 2014.
16.
go back to reference McLean R, Mendis K, Canalese J. A ten-year retrospective study of unplanned hospital readmissions to a regional Australian hospital. Aust Health Rev. 2008;32:537–47.CrossRef McLean R, Mendis K, Canalese J. A ten-year retrospective study of unplanned hospital readmissions to a regional Australian hospital. Aust Health Rev. 2008;32:537–47.CrossRef
18.
go back to reference Commonwealth Department of Health and Aged Care. Revised Edition: Measuring remoteness: accessibility/remoteness index of Australia (ARIA). Occasional papers: new series Number14. Canberra, Australia; 2001. Commonwealth Department of Health and Aged Care. Revised Edition: Measuring remoteness: accessibility/remoteness index of Australia (ARIA). Occasional papers: new series Number14. Canberra, Australia; 2001.
19.
go back to reference Australian Bureau of Statistics: IRSD: census of population and housing: socio-economic indexes for areas (SEIFA). ABS, Australia. Accessed 1 November 2017. 2011. Australian Bureau of Statistics: IRSD: census of population and housing: socio-economic indexes for areas (SEIFA). ABS, Australia. Accessed 1 November 2017. 2011.
20.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40:373–83.CrossRef Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40:373–83.CrossRef
21.
go back to reference Ye Y, Kaskutas LA. Using propensity scores to adjust for selection bias when assessing the effectiveness of alcoholics anonymous in observational studies. Drug Alcohol Depend. 2009;104:56–64.CrossRef Ye Y, Kaskutas LA. Using propensity scores to adjust for selection bias when assessing the effectiveness of alcoholics anonymous in observational studies. Drug Alcohol Depend. 2009;104:56–64.CrossRef
22.
go back to reference StataCorp.: Stata Statistical Software: Release 11. College Station, TX: StataCorp LP. 2009. StataCorp.: Stata Statistical Software: Release 11. College Station, TX: StataCorp LP. 2009.
23.
go back to reference Banham D, Chen T, Karnon J, Brown A, Lynch J. Sociodemographic variations in the amount, duration and cost of potentially preventable hospitalisation for chronic conditions among aboriginal and non-aboriginal Australians: a period prevalence study of linked public hospital data. BMJ Open. 2017;7:e017331.CrossRef Banham D, Chen T, Karnon J, Brown A, Lynch J. Sociodemographic variations in the amount, duration and cost of potentially preventable hospitalisation for chronic conditions among aboriginal and non-aboriginal Australians: a period prevalence study of linked public hospital data. BMJ Open. 2017;7:e017331.CrossRef
24.
go back to reference Trivedi AN, Bailie R, Bailie J, Brown A, Kelaher M. Hospitalizations for chronic conditions among indigenous Australians after medication copayment reductions: the closing the gap copayment incentive. J Gen Intern Med. 2017;32:501–7.CrossRef Trivedi AN, Bailie R, Bailie J, Brown A, Kelaher M. Hospitalizations for chronic conditions among indigenous Australians after medication copayment reductions: the closing the gap copayment incentive. J Gen Intern Med. 2017;32:501–7.CrossRef
25.
go back to reference Li SQ, Gray NJ, Guthridge SL, Pircher SL. Avoidable hospitalisation in aboriginal and non-aboriginal people in the Northern Territory. Med J Aust. 2009;191:411. Li SQ, Gray NJ, Guthridge SL, Pircher SL. Avoidable hospitalisation in aboriginal and non-aboriginal people in the Northern Territory. Med J Aust. 2009;191:411.
26.
go back to reference Calvillo-King L, Arnold D, Eubank KJ, Lo M, Yunyongying P, Stieglitz H, Halm EA. Impact of social factors on risk of readmission or mortality in pneumonia and heart failure: systematic review. J Gen Intern Med. 2013;28:269–82.CrossRef Calvillo-King L, Arnold D, Eubank KJ, Lo M, Yunyongying P, Stieglitz H, Halm EA. Impact of social factors on risk of readmission or mortality in pneumonia and heart failure: systematic review. J Gen Intern Med. 2013;28:269–82.CrossRef
27.
go back to reference Joynt KE, Orav EJ, Jha AK. Thirty-day readmission rates for Medicare beneficiaries by race and site of care. JAMA. 2011;305:675–81.CrossRef Joynt KE, Orav EJ, Jha AK. Thirty-day readmission rates for Medicare beneficiaries by race and site of care. JAMA. 2011;305:675–81.CrossRef
28.
go back to reference Laditka JN, Laditka SB, Mastanduno MP. Hospital utilization for ambulatory care sensitive conditions: health outcome disparities associated with race and ethnicity. Soc Sci Med. 2003;57:1429–41.CrossRef Laditka JN, Laditka SB, Mastanduno MP. Hospital utilization for ambulatory care sensitive conditions: health outcome disparities associated with race and ethnicity. Soc Sci Med. 2003;57:1429–41.CrossRef
29.
go back to reference Katzenellenbogen JM, Miller LJ, Somerford P, McEvoy S, Bessarab D. Strategic information for hospital service planning: a linked data study to inform an urban aboriginal health liaison officer program in Western Australia. Aust Health Rev. 2015;39:429–36.CrossRef Katzenellenbogen JM, Miller LJ, Somerford P, McEvoy S, Bessarab D. Strategic information for hospital service planning: a linked data study to inform an urban aboriginal health liaison officer program in Western Australia. Aust Health Rev. 2015;39:429–36.CrossRef
30.
go back to reference Taylor KP, Thompson SC, Smith JS, Dimer L, Ali M, Wood MM. Exploring the impact of an aboriginal health worker on hospitalised aboriginal experiences: lessons from cardiology. Aust Health Rev. 2009;33:549–57.CrossRef Taylor KP, Thompson SC, Smith JS, Dimer L, Ali M, Wood MM. Exploring the impact of an aboriginal health worker on hospitalised aboriginal experiences: lessons from cardiology. Aust Health Rev. 2009;33:549–57.CrossRef
31.
go back to reference Jayakody A, Passmore E, Oldmeadow C, Bryant B, Carey M, Simons E, Cashmore A, Maher L, Hennessey K, Bunfield J, et al. The impact of telephone follow up on adverse events for aboriginal people with chronic disease in New South Wales, Australia: a retrospective cohort study. Int J Equity Health. 2018;17. Jayakody A, Passmore E, Oldmeadow C, Bryant B, Carey M, Simons E, Cashmore A, Maher L, Hennessey K, Bunfield J, et al. The impact of telephone follow up on adverse events for aboriginal people with chronic disease in New South Wales, Australia: a retrospective cohort study. Int J Equity Health. 2018;17.
32.
go back to reference Kossovsky MP, Sarasin FP, Chopard P, Louis-Simonet M, Sigaud P, Perneger TV, Gaspoz JM. Relationship between hospital length of stay and quality of care in patients with congestive heart failure. Qual Saf Health Care. 2002;11:219–23.CrossRef Kossovsky MP, Sarasin FP, Chopard P, Louis-Simonet M, Sigaud P, Perneger TV, Gaspoz JM. Relationship between hospital length of stay and quality of care in patients with congestive heart failure. Qual Saf Health Care. 2002;11:219–23.CrossRef
33.
go back to reference Katzenellenbogen JM, Sanfilippo FM, Hobbs MS, Knuiman MW, Bessarab D, Durey A, Thompson SC. Voting with their feet--predictors of discharge against medical advice in aboriginal and non-aboriginal ischaemic heart disease inpatients in Western Australia: an analytic study using data linkage. BMC Health Serv Res. 2013;13:330.CrossRef Katzenellenbogen JM, Sanfilippo FM, Hobbs MS, Knuiman MW, Bessarab D, Durey A, Thompson SC. Voting with their feet--predictors of discharge against medical advice in aboriginal and non-aboriginal ischaemic heart disease inpatients in Western Australia: an analytic study using data linkage. BMC Health Serv Res. 2013;13:330.CrossRef
Metadata
Title
Unplanned readmission or death after discharge for Aboriginal and non-Aboriginal people with chronic disease in NSW Australia: a retrospective cohort study
Authors
Amanda Jayakody
Christopher Oldmeadow
Mariko Carey
Jamie Bryant
Tiffany Evans
Stephen Ella
John Attia
Rob Sanson-Fisher
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2018
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-018-3723-4

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