糖尿病患者的长期健康改善和经济表现

IF 9.5 Q1 HEALTH CARE SCIENCES & SERVICES
Jack M Chapel, Dana P Goldman, Matthew E Kahn, Bryan Tysinger
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引用次数: 0

摘要

重要性:糖尿病检测和治疗的进步降低了严重并发症和死亡的风险,但对于糖尿病患者的经济结局是否也有类似的改善,我们知之甚少。目的:评估诊断糖尿病与劳动力市场结果之间的关系是否随时间而改变。设计、环境和参与者:这项横断面研究分析了1998年至2018年全国健康访谈调查的数据。样本是美国40至64岁人口的全国代表。平均边际效应,即糖尿病患者和非糖尿病患者之间的回归调整后的结果概率差异,汇总了3年期间(1998-2000年至2016-2018年),并对人口统计学、教育和合并症健康风险进行了控制。1993 - 2023年行为风险因素监测(BRFSS)数据纳入稳健性分析。数据分析时间为2023年9月至2024年11月。暴露:诊断为糖尿病,根据受访者的自我报告定义,他们曾被医疗专业人员诊断。主要结果和测量方法:主要结果是劳动力参与率和任何补充安全收入或社会保障残疾保险收入收据。次要结果包括报告任何活动的健康限制,工作的健康限制,住院的任何夜晚,以及在过去一年中接受医疗保健10次或以上。结果:该研究纳入249 712人,25 177人患有糖尿病。加权人口为50%女性,12%西班牙裔,11%非西班牙裔黑人,72%非西班牙裔白人,5%多种族或其他种族(阿拉斯加原住民或美洲印第安人,亚洲人或非特定)。在1998年至2000年的加权人口中,46%的糖尿病患者年龄在55岁及以上,而27%的非糖尿病患者年龄在55岁及以上。在2016年至2018年的加权人口中,56%的糖尿病患者年龄在55岁及以上,而38%的非糖尿病患者年龄在55岁及以上。糖尿病对劳动力参与概率的平均边际效应从1998年到2000年为-10.9个百分点(95% CI, -13.0至-8.9),从2016年到2018年为-11.0个百分点(95% CI, -13.0至-9.1);对于领取补充保障收入或社会保障残疾保险收入的人,1998年至2000年和2016年至2018年分别为4.4个百分点(95% CI, 3.3-5.5)和4.9个百分点(95% CI, 3.7-6.0)。在同一时期,所有被检查的健康结果的平均边际效应显著改善。BRFSS数据也观察到类似的模式,但在2017年至2019年和2021年至2023年期间,劳动力参与率略有改善。结论和相关性:这项横断面研究表明,虽然糖尿病患者的健康状况得到了有意义的改善,但他们的经济表现却几乎没有进步。患者选择的改变似乎起到了一定作用。未来的研究需要解开这个悖论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Long-Term Health Improvements and Economic Performance Among Individuals With Diabetes.

Importance: Advances in diabetes detection and treatment have mitigated the risks of serious complications and death, but little is known about whether economic outcomes for people with diabetes have similarly improved.

Objective: To assess whether associations between diagnosed diabetes and labor market outcomes have changed over time.

Design, setting, and participants: This cross-sectional study analyzed data from the National Health Interview Survey from 1998 to 2018. The sample was nationally representative of the US population aged 40 to 64 years. Average marginal effects, the regression-adjusted difference in probability of outcomes between people with and without diabetes, pooled by 3-year periods (1998-2000 to 2016-2018), were estimated with controls for demographics, education, and comorbid health risks. Behavioral Risk Factor Surveillance (BRFSS) data from 1993 to 2023 were included in robustness analyses. Data were analyzed from September 2023 to November 2024.

Exposure: Diagnosed diabetes, defined based on respondents' self-report that they have ever been diagnosed by a medical professional.

Main outcomes and measures: The main outcomes were labor force participation and any Supplemental Security Income or Social Security Disability Insurance income receipt. Secondary outcomes included reporting health limitations for any activities, health limitations for work, any nights in hospital, and receiving health care 10 or more times in the past year.

Results: The study included 249 712 individuals, 25 177 with diabetes. The weighted population was 50% female, 12% Hispanic, 11% non-Hispanic Black, 72% non-Hispanic White, and 5% multiracial or other race (Alaska Native or American Indian, Asian, or nonspecified). In the weighted population from 1998 to 2000, 46% of people with diabetes were 55 years and older, while 27% of people without diabetes were 55 years and older. In the weighted population from 2016 to 2018, 56% of people with diabetes were 55 years and older, while 38% of people without diabetes were 55 years and older. The average marginal effect of diabetes on probability of labor force participation was -10.9 percentage points (95% CI, -13.0 to -8.9) from 1998 to 2000 and -11.0 percentage points (95% CI, -13.0 to -9.1) from 2016 to 2018; for people who received Supplemental Security Income or Social Security Disability Insurance income, it was 4.4 percentage points (95% CI, 3.3-5.5) and 4.9 percentage points (95% CI, 3.7-6.0) from 1998 to 2000 and 2016 to 2018, respectively. During the same period, average marginal effects for all examined health outcomes significantly improved. Similar patterns were observed using BRFSS data, but with a slight improvement in labor force participation between 2017 to 2019 and 2021 to 2023.

Conclusions and relevance: This cross-sectional study demonstrated that while people with diabetes experienced meaningful health improvements, they saw little progress in economic performance. Changing patient selection appears to play a role. Future research is needed to disentangle the paradox.

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来源期刊
CiteScore
4.00
自引率
7.80%
发文量
0
期刊介绍: JAMA Health Forum is an international, peer-reviewed, online, open access journal that addresses health policy and strategies affecting medicine, health, and health care. The journal publishes original research, evidence-based reports, and opinion about national and global health policy. It covers innovative approaches to health care delivery and health care economics, access, quality, safety, equity, and reform. In addition to publishing articles, JAMA Health Forum also features commentary from health policy leaders on the JAMA Forum. It covers news briefs on major reports released by government agencies, foundations, health policy think tanks, and other policy-focused organizations. JAMA Health Forum is a member of the JAMA Network, which is a consortium of peer-reviewed, general medical and specialty publications. The journal presents curated health policy content from across the JAMA Network, including journals such as JAMA and JAMA Internal Medicine.
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