Estimating a Preference-Based Single Index Measuring the Quality-of-Life Impact of Self-Management for Diabetes

Med Decis Making. 2018 Aug;38(6):699-707. doi: 10.1177/0272989X18784291. Epub 2018 Jun 29.

Abstract

Objective: Self-management is becoming increasingly important in diabetes but is neglected in conventional preference-based measures. The objective of this paper was to generate health state utility values for a novel classification system measuring the quality-of-life impact of self-management for diabetes, which can be used to generate quality-adjusted life years (QALYs).

Methods: A large online survey was conducted using a discrete choice experiment (DCE), with duration as an additional attribute, on members of the UK general population ( n = 1,493) to elicit values for health (social limitations, mood, vitality, hypoglycaemia) and non-health (stress, hassle, control, support) aspects of self-management in diabetes. The data were modelled using a conditional fixed-effects logit model and utility estimates were anchored on the one to zero (full health to dead) scale.

Results: The model produced significant and consistent coefficients, with one logical inconsistency and 3 insignificant coefficients for the milder levels of some attributes. The anchored utilities ranged from 1 for the best state to -0.029 for the worst state (meaning worse than dead) defined by the classification system.

Conclusion: The results presented here can potentially be used to generate utility values capturing the day to day impact of interventions in diabetes on both health and self-management. These utility values can potentially be used to generate QALYs for economic models of the cost-effectiveness of interventions in diabetes.

Keywords: diabetes; discrete choice experiment; health-related quality of life; preference-based measures; quality of life; quality-adjusted life years (QALY); self-management.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Affect
  • Aged
  • Animals
  • Decision Making
  • Decision Support Techniques
  • Diabetes Mellitus / psychology*
  • Diabetes Mellitus / therapy*
  • Female
  • Health Status*
  • Humans
  • Hypoglycemia / chemically induced
  • Male
  • Middle Aged
  • Patient Preference
  • Quality of Life
  • Quality-Adjusted Life Years*
  • Self-Management / psychology*
  • Social Participation
  • Socioeconomic Factors
  • Stress, Psychological / epidemiology
  • Surveys and Questionnaires / standards*
  • United Kingdom
  • Young Adult