Impact on glycated haemoglobin of a biological response-based measure of medication adherence

Diabetes Obes Metab. 2015 Sep;17(9):843-8. doi: 10.1111/dom.12476. Epub 2015 May 20.

Abstract

Aims: The aim of this study was to examine the relationship between a specific glycated haemoglobin (HbA1c) measurement and a pharmaceutical dispensings-based measure of adherence calculated over the 90 days before each HbA1c measure among patients who have newly initiated metformin therapy.

Methods: We identified 3109 people with type 2 diabetes who initiated metformin as their first-ever antihyperglycaemic drug, analysing all 9918 HbA1c measurements that were taken over the next 2 years. We used an adaptation of the 'proportion of days covered' method for assessing medication adherence that corresponded to an ∼90-day interval preceding an HbA1c measurement, terming the adaptation the 'biological response-based proportion of days covered' (BRB-PDC). To account for multiple observations per patient, we analysed the association between HbA1c and BRB-PDC within the generalized estimating equation framework. Analyses were stratified by HbA1c level before metformin initiation using a threshold of 8% (64 mmol/mol).

Results: After multivariable adjustment using 0% adherence as the reference category, BRB-PDC in the range 50-79% was associated with HbA1c values lower by -0.113 [95% confidence interval (CI) -0.202, -0.025] among patients with pre-metformin HbA1c <8%, and by -0.247 (95% CI -0.390, -0.104) among those with HbA1c ≥8% at metformin initiation. Full adherence (≥80%) was associated with HbA1c values lower by -0.175% (95% CI -0.257, -0.093) and by -0.453% (95% CI -0.586, -0.320).

Conclusions: Using this novel short-interval approach that more closely associates adherence with the expected biological response, the association between better adherence and HbA1c levels was considerably stronger than has been previously reported; however, the strength of the impact was dependent upon the HbA1c level before initiating metformin.

Keywords: glycaemic control; metformin; observational study; pharmaco-epidemiology.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Diabetes Mellitus, Type 2 / blood*
  • Diabetes Mellitus, Type 2 / drug therapy
  • Female
  • Glycated Hemoglobin / analysis*
  • Glycated Hemoglobin / drug effects
  • Humans
  • Hypoglycemic Agents / therapeutic use*
  • Male
  • Medication Adherence / statistics & numerical data*
  • Metformin / therapeutic use*
  • Middle Aged
  • Retrospective Studies
  • Time Factors

Substances

  • Glycated Hemoglobin A
  • Hypoglycemic Agents
  • hemoglobin A1c protein, human
  • Metformin