Variation in hospital performance for heart failure management in the National Heart Failure Audit for England and Wales

Connor A. Emdin, Nathalie Conrad, Amit Kiran, Gholamreza Salimi-Khorshidi, Mark Woodward, Simon G. Anderson, Hamid Mohseni, Henry J. Dargie, Suzanna M.C. Hardman, Theresa McDonagh, John J.V. McMurray, John G.F. Cleland, Kazem Rahimi

Research output: Contribution to journalArticlepeer-review

8 Scopus citations


Objective Investigation of variations in provider performance and its determinants may help inform strategies for improving patient outcomes.Methods We used the National Heart Failure Audit comprising 68 772 patients with heart failure with reduced left ventricular ejection fraction (HFREF), admitted to 185 hospitals in England and Wales (2007-2013). We investigated hospital adherence to three recommended key performance measures (KPMs) for inhospital care (ACE inhibitors (ACE-Is) or angiotensin receptor blockers (ARBs) on discharge, β-blockers on discharge and referral to specialist follow-up) individually and as a composite performance score. Hierarchical regression models were used to investigate hospital-level variation. Results Hospital-level variation in adherence to composite KPM ranged from 50% to 97% (median 79%), but after adjustments for patient characteristics and year of admission, only 8% (95% CI 7% to 10%) of this variation was attributable to variations in hospital features. Similarly, hospital prescription rates for ACE-I/ ARB and β-blocker showed low adjusted hospitalattributable variations (7% CI 6% to 9% and 6% CI 5% to 8%, for ACE-I/ARB and β-blocker, respectively). Referral to specialist follow-up, however, showed larger variations (median 81%; range; 20%, 100%) with 26% of this being attributable to hospital-level differences (CI 22% to 31%). Conclusion Only a small proportion of hospital variation in medication prescription after discharge was attributable to hospital-level features. This suggests that differences in hospital practices are not a major determinant of observed variations in prescription of investigated medications and outcomes. Future healthcare delivery efforts should consider evaluation and improvement of more ambitious KPMs.

Original languageEnglish (US)
Pages (from-to)55-62
Number of pages8
Issue number1
StatePublished - 2017

ASJC Scopus subject areas

  • Cardiology and Cardiovascular Medicine


Dive into the research topics of 'Variation in hospital performance for heart failure management in the National Heart Failure Audit for England and Wales'. Together they form a unique fingerprint.

Cite this