Institute for Biometrics and Epidemiology, German Diabetes Center (DDZ), Leibniz Center for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany.
Department of Statistics, Ludwig Maximilians University, Munich, Germany.
Diabetologia. 2021 Jun;64(6):1288-1297. doi: 10.1007/s00125-021-05409-3. Epub 2021 Mar 4.
AIMS/HYPOTHESIS: Type 2 diabetes can lead to reduced productivity during working age. We aimed to estimate productive life years lost associated with type 2 diabetes on the individual and population level in Germany in 2020 and 2040, while accounting for future trends in mortality.
Based on a mathematical projection model, we estimated age- and sex-specific productivity losses associated with type 2 diabetes during working age (20-69 years) in Germany in 2020 and 2040. Productivity losses in terms of excess mortality (years of life lost, YLL) and reductions in labour force participation, presenteeism and absenteeism (years of productivity lost, YPL) were summed to calculate productivity-adjusted life years (PALY) lost. Input data for the projection were based on meta-analyses, representative population-based studies and population projections to account for future trends in mortality.
Compared with a person without type 2 diabetes, mean PALY lost per person with type 2 diabetes in 2020 was 2.6 years (95% CI 2.3, 3.0). Of these 2.6 years, 0.4 (95% CI 0.3, 0.4) years were lost due to YLL and 2.3 (95% CI 1.9, 2.6) years were lost due to YPL. Age- and sex-specific results show that younger age groups and women are expected to lose more productive life years than older age groups and men. Population-wide estimates suggest that 4.60 (95% CI 4.58, 4.63) million people with prevalent type 2 diabetes in 2020 are expected to lose 12.06 (95% CI 10.42, 13.76) million PALY (1.62 million years due to YLL and 10.44 million years due to YPL). In 2040, individual-level PALY lost are projected to slightly decrease due to reductions in YLL. In contrast, population-wide PALY lost are projected to increase to 15.39 (95% CI 13.19, 17.64) million due to an increase in the number of people with type 2 diabetes to 5.45 (95% CI 5.41, 5.50) million.
CONCLUSIONS/INTERPRETATION: On the population level, a substantial increase in productivity burden associated with type 2 diabetes was projected for Germany between 2020 and 2040. Efforts to reduce the incidence rate of type 2 diabetes and diabetes-related complications may attenuate this increase.
目的/假设:2 型糖尿病可导致工作年龄段生产力下降。我们旨在估计德国 2020 年和 2040 年与 2 型糖尿病相关的个体和人群层面的生产寿命损失,同时考虑未来的死亡率趋势。
基于数学预测模型,我们估计了德国 2020 年和 2040 年工作年龄段(20-69 岁)与 2 型糖尿病相关的生产力损失。通过超额死亡率(生命损失年数,YLL)和劳动力参与率、出勤率和旷工率(生产损失年数,YPL)的降低来计算生产力调整后的生命损失年数(PALY)。预测的输入数据基于荟萃分析、代表性的基于人群的研究和人口预测,以考虑未来的死亡率趋势。
与没有 2 型糖尿病的人相比,2020 年每个 2 型糖尿病患者的平均 PALY 损失为 2.6 年(95%CI 2.3, 3.0)。其中,0.4 年(95%CI 0.3, 0.4)是由于 YLL 导致的,2.3 年(95%CI 1.9, 2.6)是由于 YPL 导致的。年龄和性别特异性结果表明,年轻人群和女性预计比老年人群和男性失去更多的生产寿命年。人群估计表明,2020 年患有 2 型糖尿病的 4600 万人(95%CI 4.58, 4.63)预计将损失 1206 万人(95%CI 10.42, 13.76)的 PALY(162 万年是由于 YLL,1044 万年是由于 YPL)。到 2040 年,由于 YLL 的减少,个体层面的 PALY 损失预计会略有下降。相比之下,由于 2 型糖尿病患者人数增加到 5450 万人(95%CI 5.41, 5.50),预计人群层面的 PALY 损失将增加到 1539 万人(95%CI 13.19, 17.64)。
结论/解释:在人群层面,预计德国 2020 年至 2040 年间与 2 型糖尿病相关的生产力负担将大幅增加。减少 2 型糖尿病发病率和糖尿病相关并发症的努力可能会减轻这种增加。