Skip to main content
Top
Published in: Health Economics Review 1/2013

Open Access 01-12-2013 | Research

Severity index for rheumatoid arthritis and its association with health care costs and biologic therapy use in Turkey

Authors: Onur Baser, Erdem Baser, Akif Altinbas, Abdulkadir Burkan

Published in: Health Economics Review | Issue 1/2013

Login to get access

Abstract

Objective

This study aimed to apply the previously validated severity index for rheumatoid arthritis (SIFRA) to prevalent rheumatoid arthritis (RA) groups in Turkey and determine the effect of RA severity on health care costs and biologic use.

Methods

This retrospective study used the Turkish national health insurance database MEDULA (June 1, 2009-December 31, 2011). Prevalent RA patients were required to be age 18 to 99, have two RA diagnoses at least 60 days apart and be continuously enrolled 1 year prior to (baseline period) and post (follow-up period) index date, which was the first RA claim during the identification period (June 1, 2010-December 31, 2010). SIFRA was calculated for the baseline period. Total health care costs and biologic use were examined for the follow-up period. The chi-square test was used to determine the association between SIFRA score terciles and outcomes. Generalized linear models were applied to determine health care costs while multivariate logistic regression determined the effect of SIFRA on outcome measures for biologic use.

Results

A total of 1,920 patients were identified. The mean SIFRA score was 14.21, and 7.05 (49.57%) of the mean composed of clinical and functional status variables, followed by 6.32 (44.47%) for medications, 0.48 (3.40%) for radiology and laboratory findings, and 0.32 (2.25%) for extra-articular manifestation. There was a significant variation in scores across cities. After controlling for age, gender, region, and comorbidity index, patients in the high SIFRA tercile were 5.16 times more likely to be prescribed biologics (p<0.001, confidence interval [CI]: 3.46-7.69), and incurred annual health care costs that were €2,091 higher (p<0.001, CI: €1,557 - €2,625) than those in the low SIFRA score tercile.

Conclusion

RA severity varies throughout Turkey and is a significant determinant of health care costs and biologic therapy use. Therefore, future comparative effectiveness studies should include the severity measure in their analysis.
Appendix
Available only for authorised users
Literature
1.
go back to reference Markenson JA: Worldwide trends in the socioeconomic impact and long-term prognosis of rheumatoid arthritis. Semin Arthritis Rheum 1991,21(2 Suppl 1):4–12.PubMedCrossRef Markenson JA: Worldwide trends in the socioeconomic impact and long-term prognosis of rheumatoid arthritis. Semin Arthritis Rheum 1991,21(2 Suppl 1):4–12.PubMedCrossRef
2.
go back to reference Lundkvist J, Kastäng F, Kobelt G: The burden of rheumatoid arthritis and access to treatment: health burden and costs. Eur J Health Econ 2008,8(Suppl 2):s49-s60.PubMedCrossRef Lundkvist J, Kastäng F, Kobelt G: The burden of rheumatoid arthritis and access to treatment: health burden and costs. Eur J Health Econ 2008,8(Suppl 2):s49-s60.PubMedCrossRef
3.
go back to reference Alarcón GS: Epidemiology of rheumatoid arthritis. Rheum Dis Clin North Am 1995,21(3):589–604.PubMed Alarcón GS: Epidemiology of rheumatoid arthritis. Rheum Dis Clin North Am 1995,21(3):589–604.PubMed
4.
go back to reference Rasch EK, Hirsch R, Paulose-Ram R, Hochberg MC: Prevalence of rheumatoid arthritis in persons 60 years of age and older in the United States: effect of different methods of case classification. Arthritis Rheum 2003,48(4):917–926. 10.1002/art.10897PubMedCrossRef Rasch EK, Hirsch R, Paulose-Ram R, Hochberg MC: Prevalence of rheumatoid arthritis in persons 60 years of age and older in the United States: effect of different methods of case classification. Arthritis Rheum 2003,48(4):917–926. 10.1002/art.10897PubMedCrossRef
5.
go back to reference Helmick CG, Felson DT, Lawrence RC, Gabriel S, Hirsch R, Kwoh CK, Liang MH, Kremers HM, Mayes MD, Merkel PA, Pillemer SR, Reveille JD, Stone JH, National Arthritis Data Workgroup: Estimates of the prevalence of arthritis and other rheumatic conditions in the United States: Part I. Arthritis Rheum 2008,58(1):15–25. 10.1002/art.23177PubMedCrossRef Helmick CG, Felson DT, Lawrence RC, Gabriel S, Hirsch R, Kwoh CK, Liang MH, Kremers HM, Mayes MD, Merkel PA, Pillemer SR, Reveille JD, Stone JH, National Arthritis Data Workgroup: Estimates of the prevalence of arthritis and other rheumatic conditions in the United States: Part I. Arthritis Rheum 2008,58(1):15–25. 10.1002/art.23177PubMedCrossRef
6.
go back to reference Jönsson B, Kobelt G, Smolen J: The burden of rheumatoid arthritis and access to treatment: uptake of new therapies. Eur J Health Econ 2008,8(Suppl 2):s61-s86.PubMedCrossRef Jönsson B, Kobelt G, Smolen J: The burden of rheumatoid arthritis and access to treatment: uptake of new therapies. Eur J Health Econ 2008,8(Suppl 2):s61-s86.PubMedCrossRef
7.
go back to reference Kremer JM, Lee JK: The safety and efficacy of the use of methotrexate in long term therapy for rheumatoid arthritis. Arthritis Rheum 1986,29(7):822–831. 10.1002/art.1780290702PubMedCrossRef Kremer JM, Lee JK: The safety and efficacy of the use of methotrexate in long term therapy for rheumatoid arthritis. Arthritis Rheum 1986,29(7):822–831. 10.1002/art.1780290702PubMedCrossRef
9.
go back to reference Scott D, Kingsley G: Tumor necrosis factor inhibitors for rheumatoid arthritis. N Engl J Med 2006,355(7):704–712. 10.1056/NEJMct055183PubMedCrossRef Scott D, Kingsley G: Tumor necrosis factor inhibitors for rheumatoid arthritis. N Engl J Med 2006,355(7):704–712. 10.1056/NEJMct055183PubMedCrossRef
10.
go back to reference Yazici Y, Shi N, John A: Utilization of biologic agents in rheumatoid arthritis in the United States: analysis of prescribing patterns in 16,752 newly diagnosed patients and patients new to biologic therapy. Bull NYU Hosp Jt Dis 2008,66(2):77–85.PubMed Yazici Y, Shi N, John A: Utilization of biologic agents in rheumatoid arthritis in the United States: analysis of prescribing patterns in 16,752 newly diagnosed patients and patients new to biologic therapy. Bull NYU Hosp Jt Dis 2008,66(2):77–85.PubMed
11.
go back to reference Birnbaum H, Pike C, Kaufman R, Marynchenko M, Kidolezi Y, Cifaldi M: Societal cost of rheumatoid arthritis patients in the US. Curr Med Res Opin 2009,26(1):77–90.CrossRef Birnbaum H, Pike C, Kaufman R, Marynchenko M, Kidolezi Y, Cifaldi M: Societal cost of rheumatoid arthritis patients in the US. Curr Med Res Opin 2009,26(1):77–90.CrossRef
12.
go back to reference Clinical ACR: Guidelines Committee: Guidelines for the management of rheumatoid arthritis. American College of Rheumatology Ad Hoc Committee on Clinical Guidelines. Arthritis Rheum 1996,39(5):713–722.CrossRef Clinical ACR: Guidelines Committee: Guidelines for the management of rheumatoid arthritis. American College of Rheumatology Ad Hoc Committee on Clinical Guidelines. Arthritis Rheum 1996,39(5):713–722.CrossRef
13.
go back to reference Lawrence RC, Helmick CG, Arnett FC, Deyo RA, Felson DT, Giannini EH, Heyse SP, Hirsch R, Hochberg MC, Hunder GG, Liang MH, Pillemer SR, Steen VD, Wolfe F: Estimates of the prevalence of arthritis and selected musculoskeletal disorders in the United States. Arthritis Rheum 1998,41(5):778–799. 10.1002/1529-0131(199805)41:5<778::AID-ART4>3.0.CO;2-VPubMedCrossRef Lawrence RC, Helmick CG, Arnett FC, Deyo RA, Felson DT, Giannini EH, Heyse SP, Hirsch R, Hochberg MC, Hunder GG, Liang MH, Pillemer SR, Steen VD, Wolfe F: Estimates of the prevalence of arthritis and selected musculoskeletal disorders in the United States. Arthritis Rheum 1998,41(5):778–799. 10.1002/1529-0131(199805)41:5<778::AID-ART4>3.0.CO;2-VPubMedCrossRef
14.
go back to reference MacLean CH, Louie R, Leake B, McCaffrey DF, Paulus HE, Brook RH, Shekelle PG: Quality of care for patients with rheumatoid arthritis. JAMA 2000,284(8):984–992. 10.1001/jama.284.8.984PubMedCrossRef MacLean CH, Louie R, Leake B, McCaffrey DF, Paulus HE, Brook RH, Shekelle PG: Quality of care for patients with rheumatoid arthritis. JAMA 2000,284(8):984–992. 10.1001/jama.284.8.984PubMedCrossRef
15.
go back to reference Malhan S, Pay S, Ataman S, Dalkilic E, Dinc A, Erken E, Ertenli I, Ertugrul E, Gogus F, Hamuryudan V, Inanc M, Karaarslan Y, Karadag O, Karakoc Y, Keskin G, Kisacik B, Kiraz S, Oksel F, Oksuz E, Pirildar T, Sari I, Soy M, Senturk T, Taylan A: The cost of care of rheumatoid arthritis and ankylosing spondylitis patients in tertiary care rheumatology units in Turkey. Clin Exp Rheumatol 2012,30(2):202–207.PubMed Malhan S, Pay S, Ataman S, Dalkilic E, Dinc A, Erken E, Ertenli I, Ertugrul E, Gogus F, Hamuryudan V, Inanc M, Karaarslan Y, Karadag O, Karakoc Y, Keskin G, Kisacik B, Kiraz S, Oksel F, Oksuz E, Pirildar T, Sari I, Soy M, Senturk T, Taylan A: The cost of care of rheumatoid arthritis and ankylosing spondylitis patients in tertiary care rheumatology units in Turkey. Clin Exp Rheumatol 2012,30(2):202–207.PubMed
16.
go back to reference Reginster JY: The prevalence and burden of arthritis. Rheumatology 2002,41(Suppl. 1):S3-S6.CrossRef Reginster JY: The prevalence and burden of arthritis. Rheumatology 2002,41(Suppl. 1):S3-S6.CrossRef
17.
go back to reference Guillemin F, Durieux S, Daures JP, Lafuma A, Saraux A, Sibilia J, Bourgeois P, Sany J: Costs of rheumatoid arthritis in France: a multicenter study of 1109 patients managed by hospital-based rheumatologists. J Rheumatol 2004,31(7):1297–1304.PubMed Guillemin F, Durieux S, Daures JP, Lafuma A, Saraux A, Sibilia J, Bourgeois P, Sany J: Costs of rheumatoid arthritis in France: a multicenter study of 1109 patients managed by hospital-based rheumatologists. J Rheumatol 2004,31(7):1297–1304.PubMed
18.
go back to reference Verstappen S, Verkleij H, Bijlsma JW, Buskens E, Kruize AA, Heurkens AH, Van Der Veen MJ, Jacobs JW: Determinants of direct costs in Dutch rheumatoid arthritis patients. Ann Rheum Dis 2004,63(7):817–824. 10.1136/ard.2003.014340PubMedCentralPubMedCrossRef Verstappen S, Verkleij H, Bijlsma JW, Buskens E, Kruize AA, Heurkens AH, Van Der Veen MJ, Jacobs JW: Determinants of direct costs in Dutch rheumatoid arthritis patients. Ann Rheum Dis 2004,63(7):817–824. 10.1136/ard.2003.014340PubMedCentralPubMedCrossRef
19.
go back to reference Westhovens R, Boonen A, Verbruggen L: Healthcare consumption and direct costs of rheumatoid arthritis in Belgium. Clin Rheumatol 2005,24(6):615–619. 10.1007/s10067-005-1119-4PubMedCrossRef Westhovens R, Boonen A, Verbruggen L: Healthcare consumption and direct costs of rheumatoid arthritis in Belgium. Clin Rheumatol 2005,24(6):615–619. 10.1007/s10067-005-1119-4PubMedCrossRef
20.
go back to reference Malhan S, Akbulut LA, Bodur H, Tulunay CF: Annual costs of rheumatoid arthritis in Turkey. Rheumatol Int 2010,30(5):637–641. 10.1007/s00296-009-1040-2PubMedCrossRef Malhan S, Akbulut LA, Bodur H, Tulunay CF: Annual costs of rheumatoid arthritis in Turkey. Rheumatol Int 2010,30(5):637–641. 10.1007/s00296-009-1040-2PubMedCrossRef
21.
go back to reference Ting G, Schneeweiss S, Katz JN, Weinblatt ME, Cabral D, Scranton RE, Solomon DH: Performance of a rheumatoid arthritis records-based index of severity. J Rheumatol 2005,32(9):1679–1687.PubMed Ting G, Schneeweiss S, Katz JN, Weinblatt ME, Cabral D, Scranton RE, Solomon DH: Performance of a rheumatoid arthritis records-based index of severity. J Rheumatol 2005,32(9):1679–1687.PubMed
22.
go back to reference Cabral D, Katz JN, Weinblatt ME, Ting G, Avorn J, Solomon DH: Development and assessment of indicators of rheumatoid arthritis severity: results of a Delphi panel. Arthritis Rheum 2005,53(1):61–66. 10.1002/art.20925PubMedCrossRef Cabral D, Katz JN, Weinblatt ME, Ting G, Avorn J, Solomon DH: Development and assessment of indicators of rheumatoid arthritis severity: results of a Delphi panel. Arthritis Rheum 2005,53(1):61–66. 10.1002/art.20925PubMedCrossRef
23.
go back to reference Baser O, Du J, Xie L, Wang H, Dysinger AH, Wang L: Derivation of severity index for rheumatoid arthritis and its association with health care outcomes. J Med Econ 2012,15(5):918–924. 10.3111/13696998.2012.688905PubMedCrossRef Baser O, Du J, Xie L, Wang H, Dysinger AH, Wang L: Derivation of severity index for rheumatoid arthritis and its association with health care outcomes. J Med Econ 2012,15(5):918–924. 10.3111/13696998.2012.688905PubMedCrossRef
24.
go back to reference Elixhauser A, Steiner C, Harris D, Coffey R: Comorbidity measures for use with administrative data. Med Care 1998,36(1):8–27. 10.1097/00005650-199801000-00004PubMedCrossRef Elixhauser A, Steiner C, Harris D, Coffey R: Comorbidity measures for use with administrative data. Med Care 1998,36(1):8–27. 10.1097/00005650-199801000-00004PubMedCrossRef
25.
go back to reference Manning WG, Basu A, Mullahy J: Generalized modeling approaches to risk adjustment of skewed outcomes data. J Health Econ 2005,24(3):465–488. 10.1016/j.jhealeco.2004.09.011PubMedCrossRef Manning WG, Basu A, Mullahy J: Generalized modeling approaches to risk adjustment of skewed outcomes data. J Health Econ 2005,24(3):465–488. 10.1016/j.jhealeco.2004.09.011PubMedCrossRef
26.
go back to reference Manning WG, Mullahy J: Estimating log models: to transform or not to transform? J Health Econ 2001,20(4):461–494. 10.1016/S0167-6296(01)00086-8PubMedCrossRef Manning WG, Mullahy J: Estimating log models: to transform or not to transform? J Health Econ 2001,20(4):461–494. 10.1016/S0167-6296(01)00086-8PubMedCrossRef
27.
go back to reference Rossi PH, Freeman HE, Lipsey MW: Evaluation: A systematic approach. Sage Publications, Incorporated; 2003. Rossi PH, Freeman HE, Lipsey MW: Evaluation: A systematic approach. Sage Publications, Incorporated; 2003.
28.
go back to reference Wooldridge JM: Econometric analysis of cross section and panel data. Cambridge: Mass: MIT Press; 2002. Wooldridge JM: Econometric analysis of cross section and panel data. Cambridge: Mass: MIT Press; 2002.
Metadata
Title
Severity index for rheumatoid arthritis and its association with health care costs and biologic therapy use in Turkey
Authors
Onur Baser
Erdem Baser
Akif Altinbas
Abdulkadir Burkan
Publication date
01-12-2013
Publisher
Springer Berlin Heidelberg
Published in
Health Economics Review / Issue 1/2013
Electronic ISSN: 2191-1991
DOI
https://doi.org/10.1186/2191-1991-3-5

Other articles of this Issue 1/2013

Health Economics Review 1/2013 Go to the issue