Impact of the prevalence of concordant and discordant conditions on the quality of diabetes care in family practices in England

Ignacio Ricci-Cabello, Sarah Stevens, Evangelos Kontopantelis, Andrew R.H. Dalton, Robert I. Griffiths, John L. Campbell, Tim Doran, Jose M. Valderas

Research output: Contribution to journalArticlepeer-review

12 Scopus citations


PURPOSE The purpose of this study was to examine the association between the prevalence of both diabetes-concordant and diabetes-discordant conditions and the quality of diabetes care at the family practice level in England. We hypothesized that the prevalence of concordant (or discordant) conditions would be associated with better (or worse) quality of diabetes care. METHODS We conducted a cross-sectional study using practice-level data (7,884 practices). We estimated the practice-level prevalence of diabetes and 15 other chronic conditions, which were classified as diabetes concordant (ie, with the same pathophysiologic risk profile and therefore more likely to be part of the same management plan) or diabetes discordant (ie, not directly related in either their pathogenesis or management). We measured quality of diabetes care with diabetes-specific indicators (8 processes and 3 intermediate outcomes of care). We used linear regression models to quantify the effect of the prevalence of the conditions on aggregate achievement rate for quality of diabetes care. RESULTS Consistent with the proposed model, the prevalence rates of 4 of 7 concordant conditions (obesity, chronic kidney disease, atrial fibrillation, heart failure) were positively associated with quality of diabetes care. Similarly, negative associations were observed as predicted for 2 of the 8 discordant conditions (epilepsy, mental health). Observations for other concordant and discordant conditions did not match predictions in the hypothesized model. CONCLUSIONS The quality of diabetes care provided in English family practices is associated with the prevalence of other major chronic conditions at the practice level. The nature and direction of the observed associations cannot be fully explained by the concordant-discordant model.

Original languageEnglish (US)
Pages (from-to)514-522
Number of pages9
JournalAnnals of family medicine
Issue number6
StatePublished - 2015


  • Chronic care: comorbidity/multimorbidity
  • Endocrinology: diabetes
  • Health care delivery/HSR: quality of care
  • Primary health care

ASJC Scopus subject areas

  • Family Practice


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