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Research Report

Factors associated with higher healthcare costs in individuals living with arthritis: evidence from the quantile regression approach

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References

  • Australian Institute of Health and Welfare (AIHW). A snapshot of arthritis in Australia 2010. AIHW 2010; Arthritis series no. 13. Cat. no. PHE 126
  • Mariller MM, Santos-Eggimann B. The prevalence of rheumatic diseases in the elderly in developed countries and its evolution over time. Soz Praventivmed 2005;50(1):45-51
  • Public Health Agency of Canada. Life with Arthritis in Canada 2010. PHAC; Canada: 2010
  • Centers for Disease Control and Prevention. Arthritis-related statistics. 2014. Available from: www.cdc.gov/arthritis/data_statistics/arthritis_related_stats.htm [Last accessed 11 October 2014]
  • Australian Institute of Health and Welfare (AIHW). Arthritis and osteporosis in Australia 2008. AIHW; Canberra: 2008; Arthritis series no. 8. Cat. no. PHE 106
  • Centers for Disease Control Prevention (CDC). Prevalence of doctor-diagnosed arthritis and arthritis-attributable activity limitation – United States, 2003-2005. MMWR Morb Mortal Wkly Rep 2006;55(40):1089-92
  • Theis KA, Helmick CG, Hootman JM. Arthritis burden and impact are greater among U.S. women than men: intervention opportunities. J Womens Health 2007;16(4):441-53
  • Dunlop DD, Manheim LM, Yelin EH, et al. The costs of arthritis. Arthritis Rheum 2003;49(1):101-13
  • Tarride JE, Haq M, O’Reilly DJ, et al. The excess burden of osteoarthritis in the province of Ontario, Canada. Arthritis Rheum 2012;64(4):1153-61
  • Ollendorf DA, Klingman D, Hazard E, Ray S. Differences in annual medication costs and rates of dosage increase between tumor necrosis factor-antagonist therapies for rheumatoid arthritis in a managed care population. Clin Ther 2009;31(4):825-35
  • Wu EQ, Patel PA, Yu AP, et al. Disease-related and all-cause health care costs of elderly patients with gout. J Manage Care Pharm 2008;14(2):164-75
  • Wu EQ, Forsythe A, Guerin A, et al. Comorbidity burden, healthcare resource utilization, and costs in chronic gout patients refractory to conventional urate-lowering therapy. Am J Ther 2012;19(6):e157-e66
  • Kawatkar AA, Jacobsen SJ, Levy GD, et al. Direct medical expenditure associated with rheumatoid arthritis in a nationally representative sample from the medical expenditure panel survey. Arthritis Care Res (Hoboken) 2012;64(11):1649-56
  • Kleinman N, Harnett J, Melkonian A, et al. Burden of fibromyalgia and comparisons with osteoarthritis in the workforce. J Occup Environ Med 2009;51(12):1384-93
  • Moran JL, Solomon PJ, Peisach AR, Martin J. New models for old questions: generalized linear models for cost prediction. J Eval Clin Pract 2007;13(3):381-9
  • Manning WG, Basu A, Mullahy J, Manning W. Modeling costs with generalized gamma regression. RO1 AA12664-01 A 2002;2
  • Institute for Digital Research and Education (idre). Regression Diagnostics: UCLA. 2014. Available from: www.ats.ucla.edu/stat/stata/webbooks/reg/chapter2/statareg2.htm [Last accessed 28 June 2014]
  • Yen CR, Tsou MY, Mandell MS, et al. An analysis of patient variables that influence intravenous patient-controlled analgesic use of morphine with quantile regression. Anesthesiology 2010;112(3):688-95
  • Moreira S, Barros PP. Double health insurance coverage and health care utilisation: Evidence from quantile regression. Health Econ 2010;19(9):1075-92
  • Pourhoseingholi A, Pourhoseingholi MA, Vahedi M, et al. Relation between demographic factors and hospitalization in patients with gastrointestinal disorders, using quantile regression analysis. E Afr J Public Health 2009;6(Suppl 1):45-7
  • Stoltzfus JC, Nishijima D, Melnikow J. Why quantile regression makes good sense for analyzing economic outcomes in medical research. Acad Emerg Med 2012;19(7):850-1
  • Women’s Health Australia. Australian Longitudinal Study on Women’s Health: Study overview. 2013. Available from: www.alswh.org.au/ [Last accessed 21 March 2013]
  • Brown WJ, Bryson L, Byles J, et al. Women’s health Australia: Establishment of the Australian longitudinal study on women’s health. J Womens Health 1996;5(5):467-72
  • Women’s Health Australia. Report 25. The Australian longitudinal study on women’s health (ALSWH). 2005
  • Women’s Health Australia. Report 34. Australian longitudinal study on women’s health. 2011
  • Department of Human Services. Pharmaceutical Benefits Scheme (PBS): Australian Government. 2013. Available from: www.medicareaustralia.gov.au/provider/pbs/ [Last accessed 07 February 2013]
  • Australian Institute of Health and Welfare (AIHW). The use of disease-modifying anti-rheumatic drugs for the management of rheumatoid arthritis. Canberra: 2011
  • Department of Health and Ageing. History of PBS Copayments and Safety Net Thresholds. 2014. Available from: www.pbs.gov.au/info/healthpro/explanatory-notes/front/fee [Last accessed 20 July 2013]
  • Pratt N, Roughead E, Salter A, Ryan P. Factors associated with choice of antipsychotic treatment in elderly veterans: potential confounders for observational studies. Aust N Z J Public Health 2010;34(6):589-93
  • Roughead EE, Kalisch LM, Ramsay EN, et al. Use of health services and medicines amongst Australian war veterans: a comparison of young elderly, near centenarians and centenarians. BMC Geriatr 2010;10:83
  • Vitry AI, Roughead EE, Ramsay EN, et al. Major bleeding risk associated with warfarin and co-medications in the elderly population. Pharmacoepidemiol Drug Saf 2011;20(10):1057-63
  • Zhang Y, Vitry A, Caughey G, et al. The association between co-morbidity and the use of antidiabetics or adjunctive cardiovascular medicines in Australian veterans with diabetes. Diabetes Res Clin Pract 2011;91(1):115-20
  • Department of Health and Ageing. Medicare benefits schedule book. commonwealth of Australia, 2008
  • Australian bureau of Statistics. Consumer price index, past & future releases. 2013. Available from: www.abs.gov.au/ausstats/[email protected]/mf/6401.0 [Last accessed 03 October 2013]
  • Kim Le T, Montejano LB, Cao Z, et al. Health care costs in US patients with and without a diagnosis of osteoarthritis. J Pain Res 2012;5:23-30
  • Carstensen J, Andersson D, Andre M, et al. How does comorbidity influence healthcare costs? A population-based cross-sectional study of depression, back pain and osteoarthritis. BMJ Open 2012;2(2):e000809
  • Babitsch B, Gohl D, von Lengerke T. Re-revisiting Andersen’s Behavioral Model of Health Services Use: a systematic review of studies from 1998–2011. GMS Psycho-Social-Med 2012;9
  • Zhu TY, Tam LS, Li EK. Societal costs of rheumatoid arthritis in Hong Kong: a prevalence-based cost-of-illness study. Rheumatology 2011;50(7):1293-301
  • Tooth L, Hockey R, Byles J, Dobson A. Weighted multimorbidity indexes predicted mortality, health service use, and health-related quality of life in older women. J Clin Epidemiol 2008;61(2):151-9
  • Australian Institute of Health and Welfare (AIHW). Data sources for monitoring arthritis and other musculoskeletal conditions. AIHW; Canberra: 2014; Arthritis series no.19. Cat no. PHE 175
  • Adams J, Sibbritt D, Young AF. A longitudinal analysis of older Australian women’s consultations with complementary and alternative medicine (CAM) practitioners, 1996-2005. Age Ageing 2009;38(1):93-9
  • World Health Organization. BMI classification. 2012. Available from: http://apps.who.int/bmi/index.jsp?introPage=intro_3.html [Last accessed 14 December 2014]
  • Brown WJ, Burton NW, Marshall AL, Miller YD. Reliability and validity of a modified self-administered version of the Active Australia physical activity survey in a sample of mid-age women. Aust Nz J Publ Heal 2008;32(6):535-41
  • Ware JE. Jr. SF-36 Health Survey update. Spine 2000;25(24):3130-9
  • Kwon J-M, Cho S-K, Kim J-H, Lee E-K. Medical costs for Korean patients with rheumatoid arthritis based on the national claims database. Rheumatol Int 2011;32(9):2893-9
  • Lix LM, Quail J, Teare G, Acan B. Performance of comorbidity measures for predicting outcomes in population-based osteoporosis cohorts. Osteoporos Int 2011;22(10):2633-43
  • Quail JM, Lix LM, Osman BA, Teare GF. Comparing comorbidity measures for predicting mortality and hospitalization in three population-based cohorts. BMC Health Serv Res 2011;11:146
  • Sabariego C, Brach M, Stucki G. Determinants of major direct medical cost categories among patients with osteoporosis, osteoarthritis, back pain or fibromyalgia undergoing outpatient rehabilitation. J Rehabil Med 2011;43(8):703-8
  • White L, Klinner C, Carter S. Consumer perspectives of the Australian Home Medicines Review Program: benefits and barriers. Res Soc Adm Pharm 2012;8(1):4-16
  • Gregori D, Petrinco M, Barbati G, et al. Extreme regression models for characterizing high-cost patients. J Eval Clin Pract 2009;15(1):164-71
  • Reschovsky JD, Hadley J, Saiontz-Martinez CB, Boukus ER. Following the money: Factors associated with the cost of treating high-cost medicare beneficiaries. Health Serv Res 2011;46(4):997-1021
  • Bodenheimer T, Berry-Millett R. Care management of patients with complex health care needs. POLICY 2009;1:6
  • Women’s Health Australia. Report 30. Australian longitudinal study on women’s health, 2008
  • Treasury Australian. Australia to 2050: future challenges. Intergenerational Report. 2010
  • Australian Bureau of Statistics. NSW health department, admitted patient data collection: introduction. 2008. Available from: www.abs.gov.au/AUSSTATS/[email protected]/Lookup/1368.1Explanatory%20Notes1452007?opendocument&tabname=Notes&prodno=1368.1&issue=2007&num=&view= [Last accessed 23 April 2014]
  • Bombard JM, Powell KE, Martin LM, et al. Validity and reliability of self-reported arthritis: Georgia senior centers, 2000-2001. Am J Prev Med 2005;28(3):251-8
  • Centers for Disease Control Prevention (CDC). FAQs: Self-reported Arthtiritis Case Definition Atlanta. 2009. Available from: www.cdc.gov/arthritis/data_statistics/faqs/case_definition.htm#1 [Last accessed 08 August 2011]

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