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利用空间稀疏数据的二元回归估计尘肺医疗保险受益人群中煤工尘肺的死亡率。

Estimating mortality from coal workers' pneumoconiosis among Medicare beneficiaries with pneumoconiosis using binary regressions for spatially sparse data.

机构信息

Department of Public Health Sciences, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA.

出版信息

Am J Ind Med. 2022 Apr;65(4):262-267. doi: 10.1002/ajim.23330. Epub 2022 Feb 8.

DOI:10.1002/ajim.23330
PMID:35133653
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9305938/
Abstract

BACKGROUND

Coal workers' pneumoconiosis (CWP) is an occupational lung disease due to inhalation of coal dust. We estimated mortality from CWP and other pneumoconioses among Medicare beneficiaries.

METHODS

We used the 5% Medicare Limited Claims Data Set, 2011-2014, to identify patients diagnosed with ICD-9-CM 500 (CWP) through 505 (Asbestosis, Pneumoconiosis due to other silica or silicates, Pneumoconiosis due to other inorganic dust, Pneumonopathy due to inhalation of other dust, and Pneumoconiosis, unspecified) codes. We applied binary regression models with spatial random effects to determine the association between CWP and mortality. Our inferences are based on Bayesian spatial hierarchical models, and model fitting was performed using Integrated Nested Laplace Approximation (INLA) algorithm in R/RStudio software.

RESULTS

The median age of the sample was 76 years. In a sample of 8531 Medicare beneficiaries, 2568 died. Medicare beneficiaries with CWP had 25% higher odds of death (adjusted OR: 1.25, 95% CI: 1.07, 1.46) than those with other types of pneumoconiosis. The number of comorbid conditions elevated the odds of death by 10% (adjusted OR: 1.10, 95% CI: 1.09, 1.10).

CONCLUSION

CWP increases the likelihood of death among Medicare beneficiaries. Healthcare professionals should make concerted efforts to monitor patients with CWP to prevent premature mortality.

摘要

背景

煤工尘肺(CWP)是一种职业性肺部疾病,由吸入煤尘引起。我们评估了医疗保险受益人群中 CWP 和其他尘肺的死亡率。

方法

我们使用了 Medicare 5%有限索赔数据集(2011-2014 年),通过 ICD-9-CM 代码 500(CWP)和 505(石棉肺、其他二氧化硅或硅酸盐引起的尘肺、其他无机粉尘引起的尘肺、吸入其他粉尘引起的肺病变和未特指的尘肺)来识别诊断患有 CWP 的患者。我们应用具有空间随机效应的二元回归模型来确定 CWP 与死亡率之间的关联。我们的推论基于贝叶斯空间层次模型,并且模型拟合是在 R/RStudio 软件中的集成嵌套拉普拉斯近似(INLA)算法中进行的。

结果

样本的中位数年龄为 76 岁。在 8531 名 Medicare 受益人群中,有 2568 人死亡。与患有其他类型尘肺的患者相比,患有 CWP 的 Medicare 受益人群的死亡风险高出 25%(调整后的 OR:1.25,95%CI:1.07,1.46)。患有合并症的人数使死亡风险增加了 10%(调整后的 OR:1.10,95%CI:1.09,1.10)。

结论

CWP 增加了 Medicare 受益人群死亡的可能性。医疗保健专业人员应共同努力,监测患有 CWP 的患者,以预防过早死亡。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b82c/9305938/568aa6a649b6/AJIM-65-262-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b82c/9305938/568aa6a649b6/AJIM-65-262-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b82c/9305938/568aa6a649b6/AJIM-65-262-g001.jpg

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