Relative changes in earned income five years after diagnosis with diabetes: A register based study 1996-2012

J Diabetes Complications. 2017 Oct;31(10):1506-1514. doi: 10.1016/j.jdiacomp.2017.07.003. Epub 2017 Jul 9.

Abstract

Objective: With previous studies indicating that diabetes affects employment status and lifetime earnings, the aim of this study was to determine the impact on earnings in the immediate period after diagnosis. Recognising that earnings and employment status are dynamic over the life course, we matched people with diabetes to counterparts in the general population and compared nominal growth in earned income five calendar years after diagnosis.

Research design and methods: The study draws upon Danish population registers. Residents aged 25-62years between 1996 and 2007 were included in the study. We identified an individually matched control group from approximately 2,800,000 'diabetes-free' Danish adults using propensity score matching. Matching was based on age, gender, residence, earned income, growth in earned income, and unemployment in the calendar year before diagnosis.

Results: 91,090 people with diabetes were included in the study and matched to 91,090 controls in the general population. The analysis revealed highly significant loss of earnings for people with diabetes when compared with people without diabetes, with an overall relative loss of US $ 3694 (8.01%) among men and US $ 924 (3.03%) among women. The effect was generally largest in the youngest age-group, in lower earners and among men.

Conclusions: The results clearly indicate that a diagnosis of diabetes has a significant impact on earnings. Age and earnings at the time of diagnosis appear to play a moderating role.

Keywords: Adult-onset diabetes; Diagnosis; Income loss; Socioeconomic disadvantage; Work-related outcomes.

MeSH terms

  • Adult
  • Age Factors
  • Career Mobility*
  • Cost of Illness*
  • Denmark
  • Diabetes Mellitus / diagnosis*
  • Diabetes Mellitus / economics
  • Diabetes Mellitus / physiopathology
  • Diabetes Mellitus / psychology
  • Employment* / economics
  • Employment* / psychology
  • Female
  • Humans
  • Income*
  • Male
  • Matched-Pair Analysis
  • Middle Aged
  • Poverty
  • Propensity Score
  • Registries
  • Sex Characteristics
  • Socioeconomic Factors
  • Stress, Psychological / economics
  • Stress, Psychological / etiology
  • Stress, Psychological / psychology
  • Unemployment