Table 1. Association between practice-level factors (per SD) and the relative uptake of DOACs, January to March 2017 (general practices n = 6480, CCG n = 195)
Univariable analysisFull model
OR (95% CI) P valueOR (95% CI) P value
Patient demographics
 % malesa 0.98 (0.97 to 0.98)<0.0011.00 (0.99 to 1.00)0.708
 % aged ≥65 yearsa 0.99 (0.99 to 1.00)<0.0010.98 (0.97 to 0.99)<0.001
 Ratio 85:651.05 (1.05 to 1.06)<0.0011.05 (1.05 to 1.06)<0.001
 Practice population size1.00 (1.00 to 1.01)<0.0011.00 (1.00 to 1.00)0.915
Disease prevalence
 AF1.00 (1.00 to 1.01)<0.0011.02 (1.01 to 1.03)0.001
 CHD0.99 (0.98 to 0.99)<0.0011.00 (0.99 to 1.01)0.946
 CKD0.99 (0.99 to 0.99)<0.0011.00 (1.00 to 1.00)0.694
 DM0.93 (0.93 to 0.94)<0.0010.94 (0.93 to 0.94)<0.001
GP Patient Survey
 Experience1.01 (1.01 to 1.02)<0.0011.00 (1.00 to 1.01)0.628
 Preferred GP1.01 (1.01 to 1.01)<0.0011.01 (1.01 to 1.01)<0.001
 Trust1.01 (1.00 to 1.01)<0.0011.00 (0.99 to 1.00)0.087
Total QOF scoreb 1.00 (1.00 to 1.01)0.0601.00 (1.00 to 1.00)0.771
CCG variance
 95% mid-rangec 1.97 (1.74 to 2.28)<0.0011.99 (1.76 to 2.31)<0.001
  • Multilevel logistic regression models with a binomial distribution were used, with CCG included as a random effect to account for clustering. All measures were standardised (using sample mean values and SDs), and OR represent the odds of a patient dispensed an anticoagulant (DOAC and warfarin) given a DOAC, for a unit increase in the exposure of interest. DOACs include dabigatran, rivaroxaban, apixaban, and edoxaban

  • aDenominator data used was practice-list size in January–March 2017. bTotal QOF score is total QOF points achieved as a percentage of all achievable points (max 559) for 2015–2016. cCalculated from the variance of the random effect (σ2) and is given by e2 ×1.96×σ and represents the odds ratio comparing a practice at the 2.5th percentile of the distribution of practices to one at the 97.5th percentile

  • AF
    atrial fibrillation
    CCG
    clinical commissioning group
    CHD
    coronary heart disease
    CI
    confidence intervals
    CKD
    chronic kidney disease
    DM
    diabetes mellitus
    DOAC
    direct oral anticoagulant
    GP
    general practitioner
    HYP
    hypertension
    OD
    odd ratio
    QOF
    Quality and Outcomes Framework
    SD
    standard deviation