Skip to main content
Top
Published in: Archives of Osteoporosis 1/2017

01-12-2017 | Original Article

Geographic region, socioeconomic position and the utilisation of primary total joint replacement for hip or knee osteoarthritis across western Victoria: a cross-sectional multilevel study of the Australian Orthopaedic Association National Joint Replacement Registry

Authors: Sharon Brennan-Olsen, Sara Vogrin, Kara L. Holloway, Richard S. Page, Muhammad A. Sajjad, Mark A. Kotowicz, Patricia M. Livingston, Mustafa Khasraw, Sharon Hakkennes, Trish L. Dunning, Susan Brumby, Daryl Pedler, Alasdair Sutherland, Svetha Venkatesh, Lana J. Williams, Gustavo Duque, Julie A. Pasco

Published in: Archives of Osteoporosis | Issue 1/2017

Login to get access

Abstract

Summary

Compared to urban residents, those in rural/regional areas often experience inequitable healthcare from specialist service providers. Independent of small between-area differences in utilisation, socially advantaged groups had the greatest uptake of joint replacement. These data suggest low correlation between ‘need’ vs. ‘uptake’ of surgery in rural/regional areas.

Background and purpose

Compared to urban residents, those in rural and regional areas often experience inequitable healthcare from specialist service providers, often due to geographical issues. We investigated associations between socioeconomic position (SEP), region of residence and utilisation of primary total knee replacement (TKR) and/or total hip replacement (THR) for osteoarthritis.

Design and methods

As part of the Ageing, Chronic Disease and Injury study, we extracted data from the Australian Orthopaedic Association National Joint Replacement Registry (2011–2013) for adults that utilised primary TKR (n = 4179; 56% female) and/or THR (n = 3120; 54% female). Residential addresses were matched with the Australian Bureau of Statistics (ABS) 2011 census data: region of residence was defined according to local government areas (LGAs), and area-level SEP (quintiles) defined using an ABS-derived composite index. The ABS-determined control population (n = 591,265; 51% female) excluded individuals identified as cases. We performed multilevel logistic regression modelling using a stratified two-stage cluster design.

Results

TKR was higher for those aged 70–79 years (AOR 1.4 95%CI 1.3–1.5; referent = 60–69 years) and in the most advantaged SEP quintile (AOR 2.1, 95%CI 1.8–2.3; referent = SEP quintile 3); results were similar for THR (70–79 years = AOR 1.7, 95%CI 1.5–1.8; SEP quintile 5 = AOR 2.5, 95%CI 2.2–2.8). Total variances contributed by the variance in LGAs were 2% (SD random effects ± 0.28) and 3% (SD ± 0.32), respectively.

Conclusion

Independent of small between-LGA differences in utilisation, and in contrast to the expected greater prevalence of osteoarthritis in disadvantaged populations, we report greater TKR and THR in more advantaged groups. Further research should investigate whether more advantaged populations may be over-serviced.
Appendix
Available only for authorised users
Literature
1.
go back to reference Banks E, The 45 and Up Study Collaborators (2008) Cohort profile: the 45 and up study. Int J Epidemiol 37:941–947CrossRefPubMed Banks E, The 45 and Up Study Collaborators (2008) Cohort profile: the 45 and up study. Int J Epidemiol 37:941–947CrossRefPubMed
2.
go back to reference AIHW (2008) Rural and remote health: indicators of health status and determinants of health. Rural Health Series Number 9. Australian Institute of Health and Welfare, Canberra AIHW (2008) Rural and remote health: indicators of health status and determinants of health. Rural Health Series Number 9. Australian Institute of Health and Welfare, Canberra
3.
go back to reference Romanow RJQ (2002) Building on values: the future of health care in Canada, Final Report. National Library of Canada; Commission on the Future of Health Care in Canada, Canada Romanow RJQ (2002) Building on values: the future of health care in Canada, Final Report. National Library of Canada; Commission on the Future of Health Care in Canada, Canada
5.
go back to reference Thomas S, Wakerman J, Humphreys JS (2015) Ensuring equity of access to primary health care in rural and remote Australia—what core services should be locally available? Int J Equity in Health 14:111CrossRef Thomas S, Wakerman J, Humphreys JS (2015) Ensuring equity of access to primary health care in rural and remote Australia—what core services should be locally available? Int J Equity in Health 14:111CrossRef
6.
go back to reference NRHA (2014) Income inequality experienced by the people of rural and remote Australia: submission to the senate inquiry into the extent of income inequality in Australia. National Rural Health Alliance, Canberra NRHA (2014) Income inequality experienced by the people of rural and remote Australia: submission to the senate inquiry into the extent of income inequality in Australia. National Rural Health Alliance, Canberra
7.
go back to reference Kirkhorn S, Greenlee RT, Reeser JC (2003) The epidemiology of agriculture-related osteoarthritis and its impact on occupational disability. Wisconsin Med J 102:38–44 Kirkhorn S, Greenlee RT, Reeser JC (2003) The epidemiology of agriculture-related osteoarthritis and its impact on occupational disability. Wisconsin Med J 102:38–44
8.
go back to reference Andersen S, Caspar-Thygesen L, Davidsen M, Helweg-Larsen K (2012) Cumulative years in occupation and the risk of hip or knee osteoarthritis in men and women: a register-based follow-up study. Occup Environ Med 69:325–330CrossRefPubMed Andersen S, Caspar-Thygesen L, Davidsen M, Helweg-Larsen K (2012) Cumulative years in occupation and the risk of hip or knee osteoarthritis in men and women: a register-based follow-up study. Occup Environ Med 69:325–330CrossRefPubMed
9.
go back to reference Sajjad MA, Holloway KL, Kotowicz MA, Livingston PM, Khasraw M, Hakkennes S, Dunning TL, Brumby S, Page RS, Pedler D, Sutherland A, Venkatesh S, Brennan-Olsen SL, Williams LJ, Pasco JA (2016) Ageing, chronic disease and injury: a study in western Victoria (Australia). J Public Health Res 5:81–86CrossRef Sajjad MA, Holloway KL, Kotowicz MA, Livingston PM, Khasraw M, Hakkennes S, Dunning TL, Brumby S, Page RS, Pedler D, Sutherland A, Venkatesh S, Brennan-Olsen SL, Williams LJ, Pasco JA (2016) Ageing, chronic disease and injury: a study in western Victoria (Australia). J Public Health Res 5:81–86CrossRef
10.
go back to reference AOANJRR (2009) Demographics of hip and knee arthroplasty. AOANJRR, Adelaide, pp 1–33 AOANJRR (2009) Demographics of hip and knee arthroplasty. AOANJRR, Adelaide, pp 1–33
11.
go back to reference Brennan SL, Stanford T, Wluka AE, Page RS, Graves SE, Kotowicz MA, Nicholson GC, Pasco JA (2012) Utilisation of primary total knee joint replacements across socioeconomic status in the Barwon Statistical Division, Australia, 2006-2007: a cross-sectional study. BMJ Open 2:e001310CrossRefPubMedPubMedCentral Brennan SL, Stanford T, Wluka AE, Page RS, Graves SE, Kotowicz MA, Nicholson GC, Pasco JA (2012) Utilisation of primary total knee joint replacements across socioeconomic status in the Barwon Statistical Division, Australia, 2006-2007: a cross-sectional study. BMJ Open 2:e001310CrossRefPubMedPubMedCentral
12.
go back to reference ABS (2011) Australian statistical geography standard (ASGS): volume 3—non ABS structures July 2011. Cat: 1270.0.55.003. ABS, Canberra, Aust ABS (2011) Australian statistical geography standard (ASGS): volume 3—non ABS structures July 2011. Cat: 1270.0.55.003. ABS, Canberra, Aust
13.
go back to reference StataCorp (2013) Stata statistical software: release. StataCorp LP, College Station, Texas, p 13 StataCorp (2013) Stata statistical software: release. StataCorp LP, College Station, Texas, p 13
14.
go back to reference AIHW (2007) A picture of osteoarthritis in Australia 2007. Australian Institute of Health and Welfare, Canberra AIHW (2007) A picture of osteoarthritis in Australia 2007. Australian Institute of Health and Welfare, Canberra
15.
go back to reference Brennan SL, Lane SE, Lorimer M, Buchbinder R, Wluka AE, Page RS, Osborne RH, Pasco JA, Sanders KM, Cashman K, Ebeling PR, Graves SE (2014) Associations between socioeconomic status and primary total knee joint replacements performed for osteoarthritis across Australia 2003-10: data from the Australian Orthopaedic Association National Joint Replacement Registry. BMC Musculoskelet Dis 15:356CrossRef Brennan SL, Lane SE, Lorimer M, Buchbinder R, Wluka AE, Page RS, Osborne RH, Pasco JA, Sanders KM, Cashman K, Ebeling PR, Graves SE (2014) Associations between socioeconomic status and primary total knee joint replacements performed for osteoarthritis across Australia 2003-10: data from the Australian Orthopaedic Association National Joint Replacement Registry. BMC Musculoskelet Dis 15:356CrossRef
17.
go back to reference Johnson A (2014) Health literacy, does it make a difference? Aust J Adv Nursing 31:39–45 Johnson A (2014) Health literacy, does it make a difference? Aust J Adv Nursing 31:39–45
18.
go back to reference Sanders C, Donovan JL, Dieppe PA (2004) Unmet need for joint replacement: a qualitative investigation of barriers to treatment among individuals with severe pain and disability of the hip and knee. Rheumatology 43:353–357CrossRefPubMed Sanders C, Donovan JL, Dieppe PA (2004) Unmet need for joint replacement: a qualitative investigation of barriers to treatment among individuals with severe pain and disability of the hip and knee. Rheumatology 43:353–357CrossRefPubMed
19.
go back to reference Clement ND (2013) Patient factors that influence the outcome of total knee replacement: a critical review of the literature. OA Orthop 1:11 Clement ND (2013) Patient factors that influence the outcome of total knee replacement: a critical review of the literature. OA Orthop 1:11
20.
go back to reference Hawker GA, Wright JG, Glazier RH, Coyte PC, Harvey B, Williams JI, Badley EM (2002) The effect of education and income on need and willingness to undergo total joint arthroplasty. Arthrit Rheum 46:3331–3339CrossRef Hawker GA, Wright JG, Glazier RH, Coyte PC, Harvey B, Williams JI, Badley EM (2002) The effect of education and income on need and willingness to undergo total joint arthroplasty. Arthrit Rheum 46:3331–3339CrossRef
21.
go back to reference Smith SK, Dixon A, Trevena L, Nutbeam D, McCaffery KJ (2009) Exploring patient involvement in healthcare decision making across different education and functional health literacy groups. Soc Sci Med 69:1805–1812CrossRefPubMed Smith SK, Dixon A, Trevena L, Nutbeam D, McCaffery KJ (2009) Exploring patient involvement in healthcare decision making across different education and functional health literacy groups. Soc Sci Med 69:1805–1812CrossRefPubMed
22.
go back to reference Skinner J, Weinstein JN, Sporer SM, Wennberg JE (2003) Racial, ethnic, and geographic disparities in rates of knee arthroscopy among Medicare patients. N Engl J Med 349:1350–1359CrossRefPubMed Skinner J, Weinstein JN, Sporer SM, Wennberg JE (2003) Racial, ethnic, and geographic disparities in rates of knee arthroscopy among Medicare patients. N Engl J Med 349:1350–1359CrossRefPubMed
23.
go back to reference Brennan-Olsen SL, Page RS, Lane SE, Lorimer M, Buchbinder R, Osborne RH, Pasco JA, Wluka AE, Sanders KM, Ebeling PR, Graves SE (2016) Few geographic and socioeconomic variations in primary total shoulder arthroplasty: a multi-level study of Australian registry data. BMC Musculoskelet Dis 17:291CrossRef Brennan-Olsen SL, Page RS, Lane SE, Lorimer M, Buchbinder R, Osborne RH, Pasco JA, Wluka AE, Sanders KM, Ebeling PR, Graves SE (2016) Few geographic and socioeconomic variations in primary total shoulder arthroplasty: a multi-level study of Australian registry data. BMC Musculoskelet Dis 17:291CrossRef
Metadata
Title
Geographic region, socioeconomic position and the utilisation of primary total joint replacement for hip or knee osteoarthritis across western Victoria: a cross-sectional multilevel study of the Australian Orthopaedic Association National Joint Replacement Registry
Authors
Sharon Brennan-Olsen
Sara Vogrin
Kara L. Holloway
Richard S. Page
Muhammad A. Sajjad
Mark A. Kotowicz
Patricia M. Livingston
Mustafa Khasraw
Sharon Hakkennes
Trish L. Dunning
Susan Brumby
Daryl Pedler
Alasdair Sutherland
Svetha Venkatesh
Lana J. Williams
Gustavo Duque
Julie A. Pasco
Publication date
01-12-2017
Publisher
Springer London
Published in
Archives of Osteoporosis / Issue 1/2017
Print ISSN: 1862-3522
Electronic ISSN: 1862-3514
DOI
https://doi.org/10.1007/s11657-017-0396-2

Other articles of this Issue 1/2017

Archives of Osteoporosis 1/2017 Go to the issue