Skip to main content

Advertisement

Log in

Do Biologic Therapies for Rheumatoid Arthritis Offset Treatment-Related Resource Utilization and Cost? A Review of the Literature and an Instrumental Variable Analysis

  • Health Economics and Quality of Life (N Tsao, Section Editor)
  • Published:
Current Rheumatology Reports Aims and scope Submit manuscript

Abstract

Purpose of Review

One justification for using expensive biologic therapy in rheumatoid arthritis (RA) has been that it can reduce future healthcare utilization such as joint surgeries and physician visits. However, the evidence to support this assertion is unclear. We conducted a review of the literature for studies which have analyzed the trends in resource use of RA patients, and then undertook a retrospective observational analysis of a Canadian administrative database using instrumental variable methods.

Recent Findings

Our review found a trend in reduced resource utilization prior to the introduction of biologics and no evidence that biologic therapies have specifically contributed to this reduction. Our observational analysis, which overcame some of the epidemiological challenges with determining the influence of biologics on resource utilization, found a possible reduction in other medications but possible increases rather than decreases in physician visits and hospitalizations. However, our sample was not sufficiently large to make definitive conclusions.

Summary

Over 15 years since the introduction of biologics for RA, no evidence exists supporting the assumption that biologic therapies reduce future healthcare utilization. While such a question is challenging to generate evidence for, and so an absence of evidence does not suggest that the hypothesis is incorrect, an instrumental variable analysis using sufficient data could provide definitive evidence.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

Recently published papers of particular interest have been highlighted as: • Of importance

  1. Kvien TK. Epidemiology and burden of illness of rheumatoid arthritis. PharmacoEconomics. 2004;22:1.

    Article  PubMed  Google Scholar 

  2. Kavanaugh A. Economic consequences of established rheumatoid arthritis and its treatment. Best Pract Res Clin Rheumatol. 2007;21(5):929–42.

    Article  PubMed  Google Scholar 

  3. Chaudhari K, Rizvi S, Syed BA. Rheumatoid arthritis: current and future trends. Nat Rev Drug Discov. 2016;15:305–6.

    Article  CAS  PubMed  Google Scholar 

  4. Kalkan A, Hallert E, Bernfort L, Husberg M, Carlsson P. Costs of rheumatoid arthritis during the period 1990–2010: a register-based cost-of-illness study in Sweden. Rheumatology. 2014;53(1):153–60.

    Article  PubMed  Google Scholar 

  5. Nam JL, Winthrop KL, van Vollenhoven RF, Pavelka K, Valesini G, Hensor EMA, et al. Current evidence for the management of rheumatoid arthritis with biological disease-modifying antirheumatic drugs: a systematic literature review informing the EULAR recommendations for the management of RA. Ann Rheum Dis. 2010;69(6):976–86.

    Article  CAS  PubMed  Google Scholar 

  6. Bansback NJ, Regier DA, Ara R, Brennan A, Shojania K, Esdaile JM, et al. An overview of economic evaluations for drugs used in rheumatoid arthritis: focus on tumour necrosis factor-alpha antagonists. Drugs. 2005;65(4):473–96.

    Article  PubMed  Google Scholar 

  7. Olsen NJ, Stein CM. New drugs for rheumatoid arthritis. N Engl J Med. 2004;350(21):2167–79.

    Article  CAS  PubMed  Google Scholar 

  8. Kobelt G, Jönsson L, Young A, Eberhardt K. The cost-effectiveness of infliximab (Remicade®) in the treatment of rheumatoid arthritis in Sweden and the United Kingdom based on the ATTRACT study. Rheumatology. 2003;42(2):326–35.

    Article  CAS  PubMed  Google Scholar 

  9. Weinblatt ME, Bathon JM, Kremer JM, Fleischmann RM, Schiff MH, Martin RW, et al. Safety and efficacy of etanercept beyond 10 years of therapy in North American patients with early and longstanding rheumatoid arthritis. Arthritis Care Res. 2011;63(3):373–82.

    Google Scholar 

  10. Hetland ML, Christensen IJ, Tarp U, Dreyer L, Hansen A, Hansen IT, et al. Direct comparison of treatment responses, remission rates, and drug adherence in patients with rheumatoid arthritis treated with adalimumab, etanercept, or infliximab: results from eight years of surveillance of clinical practice in the nationwide Danish DANBIO registry. Arthritis Rheum. 2010;62(1):22–32.

    Article  CAS  PubMed  Google Scholar 

  11. Weiss RJ, Stark A, Wick MC, Ehlin A, Palmblad K, Wretenberg P. Orthopaedic surgery of the lower limbs in 49 802 rheumatoid arthritis patients: results from the Swedish National Inpatient Registry during 1987 to 2001. Ann Rheum Dis. 2006;65(3):335–41.

    Article  CAS  PubMed  Google Scholar 

  12. Fevang BTS, Lie SA, Havelin LI, EngesÆter LB, Furnes O. Reduction in orthopedic surgery among patients with chronic inflammatory joint disease in Norway, 1994–2004. Arthritis Care Res. 2007;57(3):529–32.

    Article  CAS  Google Scholar 

  13. • Nystad TW, Fenstad AM, Furnes O, Havelin LI, Skredderstuen AK, Fevang B-T. Reduction in orthopaedic surgery in patients with rheumatoid arthritis: a Norwegian register-based study. Scand J Rheumatol. 2016;45(1):1–7. This study looks at over 11,000 joint procedures over an 18-year period in rheumatoid arthritis patients and finds a decreasing trend in surgery—though this trend had begun prior to use of biologics.

    Article  Google Scholar 

  14. Hekmat K, Jacobsson L, Nilsson J-Å, Petersson IF, Robertsson O, Garellick G, et al. Decrease in the incidence of total hip arthroplasties in patients with rheumatoid arthritis—results from a well defined population in south Sweden. Arthritis Res Ther. 2011;13:R67.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Jämsen E, Virta LJ, Hakala M, Kauppi MJ, Malmivaara A, Lehto MUK. The decline in joint replacement surgery in rheumatoid arthritis is associated with a concomitant increase in the intensity of anti-rheumatic therapy. Acta Orthop. 2013;84(4):331–7.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Aaltonen KJ, Virkki LM, Jämsen E, Sokka T, Konttinen YT, Peltomaa R, et al. Do biologic drugs affect the need for and outcome of joint replacements in patients with rheumatoid arthritis? A register-based study. Semin Arthritis Rheum. 2013;43(1):55–62.

    Article  CAS  PubMed  Google Scholar 

  17. Da Silva E, Doran MF, Crowson CS, O’Fallon WM, Matteson EL. Declining use of orthopedic surgery in patients with rheumatoid arthritis? Results of a long-term, population-based assessment. Arthritis Care Res. 2003;49(2):216–20.

    Article  Google Scholar 

  18. Momohara S, Inoue E, Ikari K, Kawamura K, Tsukahara S, Iwamoto T, et al. Decrease in orthopaedic operations, including total joint replacements, in patients with rheumatoid arthritis between 2001 and 2007: data from Japanese outpatients in a single institute-based large observational cohort (IORRA). Ann Rheum Dis. 2010;69(01):312–3.

    Article  CAS  PubMed  Google Scholar 

  19. Sokka T, Kautiainen H, Hannonen P. Stable occurrence of knee and hip total joint replacement in Central Finland between 1986 and 2003: an indication of improved long-term outcomes of rheumatoid arthritis. Ann Rheum Dis. 2007;66(3):341–4.

    Article  PubMed  Google Scholar 

  20. Ward MM. Decreases in rates of hospitalizations for manifestations of severe rheumatoid arthritis, 1983–2001. Arthritis Rheum. 2004;50(4):1122–31.

    Article  PubMed  Google Scholar 

  21. Hagel S, Petersson IF, Bremander A, Lindqvist E, Bergknut C, Englund M. Trends in the first decade of 21st century healthcare utilisation in a rheumatoid arthritis cohort compared with the general population. Ann Rheum Dis. 2013;72(7):1212–6.

    Article  PubMed  Google Scholar 

  22. Finckh A, Choi HK, Wolfe F. Progression of radiographic joint damage in different eras: trends towards milder disease in rheumatoid arthritis are attributable to improved treatment. Ann Rheum Dis. 2006;65(9):1192–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Michaud K, Messer J, Choi HK, Wolfe F. Direct medical costs and their predictors in patients with rheumatoid arthritis. Arthritis Rheum. 2003;48(10):2750–62.

    Article  PubMed  Google Scholar 

  24. • Nikiphorou E, Davies C, Mugford M, Cooper N, Brooksby A, Bunn DK, et al. Direct health costs of inflammatory polyarthritis 10 years after disease onset: results from the Norfolk arthritis register. J Rheumatol. 2015;42(5):794–8. This study looks beyond just surgery to all direct medical costs 10 to 15 years after onset and finds that costs have doubled predominantly through biologic use.

    Article  PubMed  Google Scholar 

  25. Pugner KM, Scott DI, Holmes JW, Hieke K. The costs of rheumatoid arthritis: an international long-term view. Semin Arthritis Rheum. 2000;29(5):305–20.

    Article  CAS  PubMed  Google Scholar 

  26. • Hallert E, Husberg M, Kalkan A, Bernfort L. Rheumatoid arthritis is still expensive in the new decade: a comparison between two early RA cohorts, diagnosed 1996–98 and 2006–09. Scand J Rheumatol. 2016;1–8. This study compared the costs from two cohorts of rheumatoid arthritis patients, the first in 1996–1998 and the second in 2006–2009, and found total costs to be similar but the distribution of type of cost to have changed between the two time periods.

  27. Birnbaum HG, Pike C, Banerjee R, Waldman T, Cifaldi M. Changes in utilization and costs for patients with rheumatoid arthritis, 1997 to 2006. PharmacoEconomics. 2012;30(4):323–36.

    Article  PubMed  Google Scholar 

  28. • Huscher D, Mittendorf T, von Hinüber U, Kötter I, Hoese G, Pfäfflin A, et al. Evolution of cost structures in rheumatoid arthritis over the past decade. Ann Rheum Dis. 2015;74(4):738. This study analyzed data with over 3000 patients each year from 2002 to 2011 and found lower hospitalization rates and incidence of work disability, which partially offset the increased drug costs.

    Article  PubMed  Google Scholar 

  29. Fautrel B, Woronoff-Lemsi M-C, Ethgen M, Fein E, Monnet P, Sibilia J, et al. Impact of medical practices on the costs of management of rheumatoid arthritis by anti-TNFα biological therapy in France. Joint Bone Spine. 2005;72(6):550–6.

    Article  PubMed  Google Scholar 

  30. • Fautrel B, Cukierman G, Joubert J-M, Laurendeau C, Gourmelen J, Fagnani F. Healthcare service utilisation costs attributable to rheumatoid arthritis in France: analysis of a representative national claims database. Joint Bone Spine. 2016;83(1):53–6. The strength of this study is the control group which allowed the authors to determine the incremental cost attributable to rheumatoid arthritis. They found only half of a patient’s medical expenditures was directly attributable to rheumatoid arthritis, highlighting the importance of considering other diseases and comorbidities.

    Article  PubMed  Google Scholar 

  31. Johnson ML, Crown W, Martin BC, Dormuth CR, Siebert U. Good research practices for comparative effectiveness research: analytic methods to improve causal inference from nonrandomized studies of treatment effects using secondary data sources: the ISPOR Good Research Practices for Retrospective Database Analysis Task Force report—part III. Value Health. 2009;12(8):1062–73.

    Article  PubMed  Google Scholar 

  32. Schneeweiss S, Avorn J. A review of uses of health care utilization databases for epidemiologic research on therapeutics. J Clin Epidemiol. 2005;58(4):323–37.

    Article  PubMed  Google Scholar 

  33. Walker AM. Confounding by indication. Epidemiology. 1996;7(4):335–6.

    CAS  PubMed  Google Scholar 

  34. Bowden RJ, Turkington DA. Instrumental variables. Cambridge University Press; 1990. 240 p.

  35. McClellan M, McNeil BJ, Newhouse JP. Does more intensive treatment of acute myocardial infarction in the elderly reduce mortality?: analysis using instrumental variables. JAMA. 1994;272(11):859–66.

    Article  CAS  PubMed  Google Scholar 

  36. Lacaille D, Anis A, Guh D, Esdaile J. Gaps in care for rheumatoid arthritis: a population study. Arthritis Rheum. 2005;53(2):241–8.

    Article  PubMed  Google Scholar 

  37. Anis A, Guh D, Lacaille D, Marra C, Rashidi A, Li X, et al. When patients have to pay a share of drug costs: effects on frequency of physician visits, hospital admissions and filling of prescriptions. CMAJ. 2005;173(11):1335–40.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Aviña-Zubieta JA, Abrahamowicz M, De Vera MA, Choi HK, Sayre EC, Rahman MM, et al. Immediate and past cumulative effects of oral glucocorticoids on the risk of acute myocardial infarction in rheumatoid arthritis: a population-based study. Rheumatol Oxf Engl. 2013;52(1):68–75.

    Article  Google Scholar 

  39. Saag KG, Teng GG, Patkar N, Anuntiyo J, Finney C, Curtis JR, et al. American College of Rheumatology 2008 recommendations for the use of nonbiologic and biologic disease-modifying antirheumatic drugs in rheumatoid arthritis. Arthritis Rheum. 2008;59(6):762–84.

    Article  CAS  PubMed  Google Scholar 

  40. Bykerk VP, Baron M, Boire G, Haraoui B, Khraishi M, LeClercq S, et al. Canadian consensus statement on early optimal therapy in early rheumatoid arthritis. J Can Rheumatol Assoc. 2004:11–3.

  41. Singh JA, Christensen R, Wells GA, Suarez-Almazor ME, Buchbinder R, Lopez-Olivo MA, et al. Biologics for rheumatoid arthritis: an overview of Cochrane reviews. Cochrane Database Syst Rev. 2009;4:CD007848.

    Google Scholar 

  42. Case mix and health care decisions [Internet]. Available from: http://www.cihi.ca/CIHI-ext-portal/internet/EN/TabbedContent/standards+and+data+submission/standards/case+mix/cihi010690

  43. Government of Canada SC. Consumer Price Index (CPI) [Internet]. [cited 2013 Aug 15]. Available from: http://www23.statcan.gc.ca/imdb/p2SV.pl?Function=getSurvey&SDDS=2301&lang=en&db=imdb&adm=8&dis=2

  44. 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(5):373–83.

    Article  CAS  PubMed  Google Scholar 

  45. Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi J-C, et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005;43(11):1130–9.

    Article  PubMed  Google Scholar 

  46. 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.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Chen Y, Briesacher BA. Use of instrumental variable in prescription drug research with observational data: a systematic review. J Clin Epidemiol. 2011;64(6):687–700.

    Article  PubMed  Google Scholar 

  48. Bongartz T, Sutton AJ, Sweeting MJ, Buchan I, Matteson EL, Montori V. Anti-TNF antibody therapy in rheumatoid arthritis and the risk of serious infections and malignancies: systematic review and meta-analysis of rare harmful effects in randomized controlled trials. JAMA J Am Med Assoc. 2006;295(19):2275–85.

    Article  CAS  Google Scholar 

  49. Curtis JR, Patkar N, Xie A, Martin C, Allison JJ, Saag M, et al. Risk of serious bacterial infections among rheumatoid arthritis patients exposed to tumor necrosis factor alpha antagonists. Arthritis Rheum. 2007;56(4):1125–33.

    Article  CAS  PubMed  Google Scholar 

  50. van der Velde G, Pham B, Machado M, Ieraci L, Witteman W, Bombardier C, et al. Cost-effectiveness of biologic response modifiers compared to disease-modifying antirheumatic drugs for rheumatoid arthritis: a systematic review. Arthritis Care Res. 2011;63(1):65–78.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nick Bansback.

Ethics declarations

Conflict of Interest

Eric Fu, Huiying Sun, Daphne Guh, Wei Zhang, Diane Lacaille, Katherine Milbers, and Aslam H. Anis, declare that they have no conflict of interest.

Dr. Bansback reports grants from Canadian Rheumatology Association during the conduct of the study.

Human and Animal Rights and Informed Consent

This article does not contain any studies with human or animal subjects performed by any of the authors.

Disclosure of Funding

This study was funded by the Canadian Initiative for Outcomes in Rheumatology Care, part of the Canadian Rheumatology Association. Some of the authors have received research funding from manufacturers of biologics in rheumatoid arthritis, but none of these funders have had any role in the study, and the results go against manufacturer’s interests.

Additional information

This article is part of the Topical Collection on Health Economics and Quality of Life

Electronic Supplementary Material

ESM 1

(DOCX 34 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bansback, N., Fu, E., Sun, H. et al. Do Biologic Therapies for Rheumatoid Arthritis Offset Treatment-Related Resource Utilization and Cost? A Review of the Literature and an Instrumental Variable Analysis. Curr Rheumatol Rep 19, 54 (2017). https://doi.org/10.1007/s11926-017-0680-6

Download citation

  • Published:

  • DOI: https://doi.org/10.1007/s11926-017-0680-6

Keywords

Navigation