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Data-intensive Undergraduate Research Project Informs to Advance Healthcare Analytics

机译:数据密集型本科研究项目通知将推进医疗保健分析

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摘要

The overarching framework for incorporating informatics into the Wesley College (Wesley) undergraduate curriculum was to teach emerging information technologies that prepared undergraduates for complex high-demand work environments. Federal and State support helped implement Wesley’s undergraduate Informatics Certificate and Minor programs. Both programs require project-based coursework in Applied Statistics, SAS Programming, and Geo-spatial Analysis (ArcGIS).In 2015, the State of Obesity listed the obesity ranges for all 50 US States to be between 21–36%. Yet, the Center for Disease Control and Prevention (CDC) mortality records show significantly lower obesity-related death-rates for states with very high obesity-rates. This study highlights the disparities in the reported obesity-related death-rates (specified by an ICD-10 E66 diagnosis code) and the obesity-rate percentages recorded for all 50 US States. Using CDC mortality-rate data, the available obesity-rate information, and ArcGIS, we created choropleth maps for all US States. Visual and statistical analysis shows considerable disparities in the obesity-related death-rate record-keeping amongst the 50 US States. For example, in 2015, Vermont with the sixth lowest obesity-rate had the highest reported obesity-related death-rate. In contrast, Alabama had the fifth highest adult obesity-rate in the nation, yet, it had a very low age-adjusted mortality-rate. Such disparities make comparative analysis difficult.
机译:将信息学纳入韦斯利学院(Wesley)本科课程的总体框架是教授新兴的信息技术,这些技术为本科生准备了复杂的高要求工作环境。联邦和州的支持帮助实施了Wesley的本科信息学证书和未成年人课程。这两个计划都要求在应用统计,SAS编程和地理空间分析(ArcGIS)中基于项目的课程。2015年,《肥胖状态》列出了美国所有50个州的肥胖范围,介于21%至36%之间。然而,疾病控制与预防中心(CDC)的死亡率记录显示,对于肥胖率很高的州,与肥胖相关的死亡率要低得多。这项研究强调了报告的肥胖相关死亡率(由ICD-10 E66诊断代码指定)和美国所有50个州记录的肥胖率百分比之间的差异。使用CDC死亡率数据,可用的肥胖率信息和ArcGIS,我们为美国所有州创建了choropleth地图。视觉和统计分析表明,在美国50个州中,与肥胖相关的死亡率记录保持着巨大差异。例如,2015年,肥胖率第六低的佛蒙特州报告的与肥胖相关的死亡率最高。相比之下,阿拉巴马州的成人肥胖率在全国排名第五,但其年龄调整后的死亡率却很低。这种差异使比较分析变得困难。

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