Health Promotion Research, Steno Diabetes Center, Copenhagen, Niels Steensens Vej 6, Gentofte, DK-2820, Denmark.
Incentive A/S, Holte Stationsvej 14, Holte, DK-2840, Denmark.
J Diabetes Complications. 2017 Oct;31(10):1506-1514. doi: 10.1016/j.jdiacomp.2017.07.003. Epub 2017 Jul 9.
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.
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.
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.
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.
先前的研究表明糖尿病会影响就业状况和终生收入,本研究旨在确定诊断后即刻对收入的影响。鉴于收入和就业状况在整个生命周期中是动态变化的,我们将糖尿病患者与普通人群中的对照者进行匹配,并比较诊断后五个日历年内的名义收入增长。
本研究基于丹麦人口登记数据。研究纳入了 1996 年至 2007 年间年龄在 25-62 岁之间的居民。我们使用倾向评分匹配从大约 280 万“无糖尿病”丹麦成年人中确定了一个个体匹配的对照组。匹配基于年龄、性别、住所、收入、收入增长和诊断前一年的失业情况。
本研究共纳入 91090 例糖尿病患者,并与普通人群中的 91090 例对照者进行了匹配。分析显示,与无糖尿病者相比,糖尿病患者的收入损失非常显著,男性总体相对损失为 3694 美元(8.01%),女性相对损失为 924 美元(3.03%)。这种影响在最年轻的年龄组、收入较低者和男性中通常最大。
结果清楚地表明,糖尿病的诊断对收入有重大影响。诊断时的年龄和收入似乎起到了调节作用。