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Estimating the prevalence and spatial clusters of coal workers' pneumoconiosis cases using medicare claims data, 2011‐2014

机译:估算煤炭工人肺病患者的患病率和空间簇使用Medicare索赔数据,2011-2014

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Abstract Background Workers employed in the coal mining sector are at increased risk of respiratory diseases, including coal workers' pneumoconiosis (CWP). We investigated the prevalence of CWP and its association with sociodemographic factors among Medicare beneficiaries. Methods We used 5% Medicare Limited Data Set claims data from 2011 to 2014 to select Medicare beneficiaries with a diagnosis of ICD‐9‐CM 500 (CWP). We aggregated the data by county and limited our analysis to seven contiguous states: Illinois, Indiana, Kentucky, Ohio, Pennsylvania, Virginia, and West Virginia. We estimated county‐level prevalence rates using total Medicare beneficiaries and miners as denominators and performed spatial hotspot analysis. We used negative binomial regression analysis to determine the association of county‐wise sociodemographic factors with CWP. Results There was significant spatial clustering of CWP cases in Kentucky, Virginia, and West Virginia. Spatial clusters of 210 and 605 CWP cases representing an estimated 4200 to 12?100 cases of Medicare beneficiaries with CWP were identified in the three states. Counties with higher poverty levels had a significantly elevated rate of CWP (adjusted rate ratios [RR]: 1.15; 95% CI, 1.12‐1.18). There was a small but significant association of CWP with the county‐wise catchment area. Rurality was associated with a more than three‐fold elevated rate of CWP in the unadjusted analysis (RR: 3.28, 95% CI, 2.22‐4.84). However, the rate declined to 1.45 (95% CI, 1.04‐2.01) after adjusting for other factors in the analysis. Conclusions We found evidence of significant spatial clustering of CWP among Medicare beneficiaries living in the seven states of the USA.
机译:煤矿部门所雇用的抽象背景工人处于增加呼吸系统疾病的风险,包括煤炭工人的肺炎(CWP)。我们调查了Medice受益者中CWP的普遍性及其与社会渗塑因素的关系。方法采用2011年至2014年使用5%Medicare Limited Data Sopol索赔数据,选择Medicare受益人,诊断ICD-9-CM 500(CWP)。我们通过县汇总了数据,并限制了我们对七个连续状态的分析:伊利诺伊州,印第安纳州,肯塔基州,俄亥俄州,宾夕法尼亚州,弗吉尼亚州和西弗吉尼亚州。我们估计县级普遍存在利率,使用总医疗保险公司和矿工作为分母,并进行了空间热点分析。我们使用了负二项式回归分析,以确定CWP的县域社会渗透因子协会。结果肯塔基州,弗吉尼亚州和西弗吉尼亚州CWP病例存在显着的空间聚类。 210和605 CWP案件的空间集群代表估计4200至12件?在三个州中确定了具有CWP的Medicare受益人100例。具有较高贫困水平的县具有明显升高的CWP率(调整率比率[RR]:1.15; 95%CI,1.12-1.18)。 CWP与县级集水区有一个小而重要的协会。在未经调整的分析中,rrity在CWP中具有超过三倍的升高率(RR:3.28,95%CI,2.22-4.84)。然而,在分析中调整其他因素后,速率下降至1.45(95%CI,1.04-2.01)。结论我们发现了居住在美国七个州的Medicare受益者中CWP的大量空间聚类的证据。

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