Skip to main content

Advertisement

Log in

Variability in the frequency of rheumatology consultations in patients with rheumatoid arthritis in Spain

  • Health Services Research
  • Published:
Rheumatology International Aims and scope Submit manuscript

Abstract

The aim of this work was to assess the variability in the use of health-care resources, based on the number of visits to rheumatology departments by rheumatoid arthritis patients, in Spain, and its association with patient, physician and center characteristics. The sample consisted of patient records of men and women (aged 16 or older), with a clinical diagnosis of RA, who met the American Rheumatism Association 1987 revised criteria and who had been treated in a rheumatology department at a Spanish hospital with at least one visit to a rheumatologist during the two years preceding the date of the study. To analyze which variables were independently associated with the number of consultations, those with a statistically significant result in the bivariate analysis, or which were clinically relevant or deemed confounders, were used in the construction of a linear regression model. The records of 1188 RA patients were studied. The linear regression model explained the 26.67 % of the variability in the number of visits. The number of csDMARDs prescribed, the administration of biological therapy, corticoid prescription, the presence of nursing consultation, mean time to first visit in the department and attended population showed a positive significant association, while the presence of telephone consultation, distance from the hospital to the patient´s residence (≥20 km) and drug monitoring by rheumatology department + primary care physician or by other specialists were negatively associated with the number of consultations. We observed a high variability in the number of visits, which remains partially unexplained even after taking into account individual, physician and center characteristics.

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.

Similar content being viewed by others

References

  1. Carmona L, Villaverde V, Hernández-García C, Ballina J, Gabriel R, Laffon A, EPISER Study Group (2002) The prevalence of rheumatoid arthritis in the general population of Spain. Rheumatology (Oxford) 41(1):88–95

    Article  CAS  Google Scholar 

  2. Puolakka K, Kautiainen H, Pekurinen M, Möttönen T, Hannonen P, Korpela M, FIN-RACo Trial Group et al (2006) Monetary value of lost productivity over a five year follow up in early rheumatoid arthritis estimated on the basis of official register data on patients’ sickness absence and gross income: experience from the FIN-RACo trial. Ann Rheum Dis 65(7):899–904

    Article  CAS  PubMed  Google Scholar 

  3. Burton WN, Chen CY, Schultz AB, Conti DJ, Pransky G, Edington DW (2006) Worker productivity loss associated with arthritis. Dis Manag 9(3):131–143

    Article  PubMed  Google Scholar 

  4. Yelin E, Trupin L, Wong B, Rush S (2002) The impact of functional status and change in functional status on mortality over 18 years among persons with rheumatoid arthritis. J Rheumatol 29(9):1851–1857

    PubMed  Google Scholar 

  5. Gaujoux-Viala C, Nam J, Ramiro S, Landewé R, Buch MH, Smolen JS, Gossec L (2014) Efficacy of conventional synthetic disease-modifying antirheumatic drugs, glucocorticoids and tofacitinib: a systematic literature review informing the 2013 update of the EULAR recommendations for management of rheumatoid arthritis. Ann Rheum Dis 73(3):510–515

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Jacobs JW (2012) Optimal use of non-biologic therapy in the treatment of rheumatoid arthritis. Rheumatology (Oxford) 51(Suppl 4):iv3–iv8

    CAS  Google Scholar 

  7. Ruiz-Montesinos MD, Hernández-Cruz B, Ariza-Ariza R, Carmona L, Ballina J, Navarro-Sarabia F, Grupo de Estudio de Costes, Calidad de Vida en Artritis Reumatoide de la Sociedad Española de Reumatología (2005) Resource utilization in a cohort of rheumatoid arthritis patients attended in rheumatology units in Spain. Reumatol Clin 1(3):142–149

    Article  CAS  PubMed  Google Scholar 

  8. van den Hout WB, Bremander A, Vliet Vlieland TP (2011) Recommendations for economic evaluations of non-pharmacological arthritis care: results from the CARE VI meeting 2010. Musculoskelet Care 9(2):120–123

    Article  Google Scholar 

  9. Ruiz-Montesinos MD, Hernández-Cruz B, Ariza-Ariza R, Carmona L, Ballina J, Navarro-Sarabia F, Grupo de estudio de Costes y Calidad de Vida en Artritis Reumatoide de la Sociedad Española de Reumatología (2005) Cost analysis in a cohort of rheumatoid arthritis patients managed in rheumatology units in Spain. Reumatol Clin 1(4):193–199

    Article  CAS  PubMed  Google Scholar 

  10. Schoels M, Wong J, Scott DL, Zink A, Richards P, Landewé R et al (2010) Economic aspects of treatment options in rheumatoid arthritis: a systematic literature review informing the EULAR recommendations for the management of rheumatoid arthritis. Ann Rheum Dis 69(6):995–1003

    Article  PubMed  Google Scholar 

  11. Corallo AN, Croxford R, Goodman DC, Bryan EL, Srivastava D, Stukel TA (2014) A systematic review of medical practice variation in OECD countries. Health Policy 114(1):5–14

    Article  PubMed  Google Scholar 

  12. González-Alvaro I, Hernández-García C, Villaverde García E, Vargas E, Ortiz AM (2002) Variations in the drug treatment of rheumatoid arthritis in Spain. Med Clin 118(20):771–776

    Article  Google Scholar 

  13. Lopez-Gonzalez R, Hernandez-Garcia C, Abasolo L, Morado I, Lajas C, Vadillo C, Pato E, Fernandez-Gutierrez B, Jover JA, Loza E, emAR Study Group (2008) Differences between rheumatology attending physicians and training residents in the management of rheumatoid arthritis in Spain. Scand J Rheumatol 37(6):419–426

    Article  CAS  PubMed  Google Scholar 

  14. Silva-Fernández L, Pérez-Vicente S, Martín-Martínez MA, López-González R, on behalf of the emAR II Study Group (2015) Variability in the prescription of non-biologic disease-modifying antirheumatic drugs for the treatment of spondyloarthritis in Spain. Semin Arthritis Rheum 44(6):633–640

    Article  PubMed  Google Scholar 

  15. Rosales-Alexander JL, Balsalobre Aznar J, Pérez-Vicente S, Magro-Checa C (2015) Drug survival of anti-tumour necrosis factor α therapy in spondyloarthropathies: results from the Spanish emAR II Study. Rheumatology (Oxford) 54(8):1459–1463

    Article  Google Scholar 

  16. Loza E, Abasolo L, Clemente D, Lopez-Gonzalez R, Rodriguez L, Vadillo C et al (2007) Variability in the use of orthopedic surgery in patients with rheumatoid arthritis in Spain. J Rheumatol 34:1485–1490

    PubMed  Google Scholar 

  17. Maese J, García De Yébenes MJ, Carmona L, Hernández-García C, el Grupo de Estudio emAR II (2012) Management of rheumatoid arthritis in Spain emAR II. Clinical characteristics of the patients. Reumatol Clin 8(5):236–242

    Article  PubMed  Google Scholar 

  18. Prevoo ML, van ‘t Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL (1995) Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum 38(1):44–48

    Article  CAS  PubMed  Google Scholar 

  19. Pincus T, Swearingen C, Wolfe F (1999) Toward a multidimensional Health Assessment Questionnaire (MDHAQ): assessment of advanced activities of daily living and psychological status in the patient-friendly health assessment questionnaire format. Arthritis Rheum 42(10):2220–2230

    Article  CAS  PubMed  Google Scholar 

  20. Hochberg MC, Chang RW, Dwosh I, Lindsey S, Pincus T, Wolfe F (1992) The American College of Rheumatology 1991 revised criteria for the classification of global functional status in rheumatoid arthritis. Arthritis Rheum 35(5):498–502

    Article  CAS  PubMed  Google Scholar 

  21. Standfield L, Norris S, Harvey C, Elliot L, Riordan J, Hall S, Day R, Nash P, Thirunavukkarasu K, Robertson J, Palmer T (2010) Relationship between rheumatoid arthritis disease severity, health-related utility, and resource use in Australian patients: a cross-sectional, multicenter study. Clin Ther 32(7):1329–1342

    Article  PubMed  Google Scholar 

  22. Zink A, Thiele K, Huscher D, Listing J, Sieper J, Krause A et al (2006) Healthcare and burden of disease in psoriatic arthritis. A comparison with rheumatoid arthritis and ankylosing spondylitis. J Rheumatol 33:86–90

    PubMed  Google Scholar 

  23. Zink A, Listing J, Ziemer S, Zeidler H, German Collaborative Arthritis C (2001) Practice variation in the treatment of rheumatoid arthritis among German rheumatologists. J Rheumatol 28:2201–2208

    CAS  PubMed  Google Scholar 

  24. Ndosi M, Lewis M, Hale C, Quinn H, Ryan S, Emery P, Bird H, Hill J (2014) The outcome and cost-effectiveness of nurse-led care in people with rheumatoid arthritis: a multicentre randomised controlled trial. Ann Rheum Dis 73(11):1975–1982

    Article  PubMed  Google Scholar 

  25. Koksvik HS, Hagen KB, Rødevand E, Mowinckel P, Kvien TK, Zangi HA (2013) Patient satisfaction with nursing consultations in a rheumatology outpatient clinic: a 21-month randomised controlled trial in patients with inflammatory arthritis. Ann Rheum Dis 72(6):836–843

    Article  PubMed  Google Scholar 

  26. Primdahl J, Sørensen J, Horn HC, Petersen R, Hørslev-Petersen K (2014) Shared care or nursing consultations as an alternative to rheumatologist follow-up for rheumatoid arthritis outpatients with low disease activity–patient outcomes from a 2-year, randomised controlled trial. Ann Rheum Dis 73(2):357–364

    Article  PubMed  Google Scholar 

  27. van Nies JA, Tsonaka R, Gaujoux-Viala C, Fautrel B, van der Helm-van Mil AH (2015) Evaluating relationships between symptom duration and persistence of rheumatoid arthritis: does a window of opportunity exist? Results on the Leiden Early Arthritis Clinic and ESPOIR cohorts. Ann Rheum Dis 74(5):806–812

    Article  PubMed  Google Scholar 

  28. van Nies JA, Krabben A, Schoones JW, Huizinga TW, Kloppenburg M, van der Helm-van Mil AH (2014) What is the evidence for the presence of a therapeutic window of opportunity in rheumatoid arthritis? A systematic literature review. Ann Rheum Dis 73(5):861–870

    Article  PubMed  Google Scholar 

  29. Birnbaum HG, Pike C, Banerjee R, Waldman T, Cifaldi M (2012) Changes in utilization and costs for patients with rheumatoid arthritis, 1997–2006. Pharmacoeconomics 30(4):323–336

    Article  PubMed  Google Scholar 

  30. Anis AH, Guh DP, Lacaille D, Marra CA, Rashidi AA, Li X, Esdaile JM (2005) When patients have to pay a share of drug costs: effects on frequency of physician visits, hospital admissions and filling of prescriptions. CMAJ 173(11):1335–1340

    Article  PubMed  PubMed Central  Google Scholar 

  31. Põlluste K, Kallikorm R, Meiesaar K, Lember M (2012) Use of general practice and rheumatology outpatient services in rheumatoid arthritis. Fam Pract 29(4):433–440

    Article  PubMed  Google Scholar 

  32. Stockl KM, Shin JS, Lew HC, Zakharyan A, Harada AS, Solow BK, Curtis BS (2010) Outcomes of a rheumatoid arthritis disease therapy management program focusing on medication adherence. J Manag Care Pharm 16(8):593–604

    PubMed  Google Scholar 

  33. Pincus T, Yazici Y, Sokka T (2007) Quantitative measures of rheumatic diseases for clinical research versus standard clinical care: differences, advantages and limitations. Best Pract Res Clin Rheumatol 21:601–628

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The authors want to acknowledge and thank the following colleagues for their significant contribution to the development of the study protocol, electronic database and statistical analysis: César Hernández, Loreto Carmona, María Jesús García de Yébenes, Miguel Ángel Descalzo, Juan Manuel Barrio, María Auxiliadora Martín and Estíbaliz Loza.

Source of support

Spanish Foundation of Rheumatology (FER).

Funding

The emAR II study received funding from Abbvie laboratories. The company had no involvement in the study design, data analysis and interpretation or publication of the results.

Author information

Authors and Affiliations

Authors

Consortia

Corresponding author

Correspondence to R. Lopez-Gonzalez.

Ethics declarations

Conflict of interest

None.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.

Informed consent

Informed consent was obtained from all individual participants included in the study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lopez-Gonzalez, R., Seoane-Mato, D., Perez-Vicente, S. et al. Variability in the frequency of rheumatology consultations in patients with rheumatoid arthritis in Spain. Rheumatol Int 36, 1525–1534 (2016). https://doi.org/10.1007/s00296-016-3547-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00296-016-3547-7

Keywords

Navigation