Variability in the prescription of biological drugs in rheumatoid arthritis in Spain: a multilevel analysis

Rheumatol Int. 2018 Apr;38(4):589-598. doi: 10.1007/s00296-018-3933-4. Epub 2018 Jan 24.

Abstract

To describe variability in the prescription of biologics (B-DMARDs) for patients with rheumatoid arthritis (RA) in hospitals in Spain, and to explore which characteristics of the patient, the doctor and the hospital are associated with this variability. Cross-sectional multicentric study in 46 rheumatology services of the National Health System. Medical records of 1188 randomly selected patients were reviewed. The association of each variable with B-DMARD prescription was analyzed using simple logistic regressions. Multilevel logistic regression models were created to analyze variability among centers. 36.8% of patients had received B-DMARD. The proportion of patients being treated with B-DMARDs varied between 3.6 and 71.4% depending on the center. Association of prescription of B-DMARD with patient age (OR = 0.958, 95% CI = 0.947-0.968, p < 0.001), longer disease duration (OR = 1.05, 95% CI = 1.032-1.069, p < 0.001), higher CRP levels (OR = 1.022, 95% CI = 1.003-1.042, p = 0.023), and higher number of hospitalizations (OR = 1.286, 95% CI = 1.145-1.446, p < 0.001) was observed. With regard to the center characteristics, the existence of telephone consultations (OR = 1.438, 95% CI = 1.037-1.994, p = 0.03) and the number of beds (OR = 1.045, 95% CI = 1.001-1.091, p = 0.044) were positively associated with prescription of B-DMARDs. Patient variables explained 34.04% of the variability among centers. By adjusting for patient and hospital characteristics, it went up to 83.71%. There is variability in the prescription of B-DMARDs for patients with RA among hospitals which is associated, to a greater extent, with the center characteristics. B-DMARDs prescription could be partly explained by other factors not covered by the current study including the provider's attitudes towards biologics and other hospital characteristics.

Keywords: Biologic therapies; Healthcare resources; Rheumatoid arthritis; Variability.

Publication types

  • Multicenter Study

MeSH terms

  • Aged
  • Arthritis, Rheumatoid / diagnosis
  • Arthritis, Rheumatoid / drug therapy*
  • Arthritis, Rheumatoid / epidemiology
  • Biological Products / therapeutic use*
  • Cross-Sectional Studies
  • Drug Prescriptions
  • Female
  • Hospital Bed Capacity
  • Hospitalization / trends
  • Hospitals, Public / trends
  • Humans
  • Logistic Models
  • Male
  • Medical Records
  • Middle Aged
  • Multivariate Analysis
  • Odds Ratio
  • Practice Patterns, Physicians' / trends*
  • Remote Consultation / trends
  • Rheumatologists / trends*
  • Spain / epidemiology
  • Time Factors

Substances

  • Biological Products