Data-intensive Undergraduate Research Project Informs to Advance Healthcare Analytics.

M J D'Souza, D Wentzien, R Bautista, J Santana, M Skivers, S Stotts, F Fiedler
{"title":"Data-intensive Undergraduate Research Project Informs to Advance Healthcare Analytics.","authors":"M J D'Souza,&nbsp;D Wentzien,&nbsp;R Bautista,&nbsp;J Santana,&nbsp;M Skivers,&nbsp;S Stotts,&nbsp;F Fiedler","doi":"10.1109/SPMB.2018.8615591","DOIUrl":null,"url":null,"abstract":"<p><p>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 <i>State of Obesity</i> 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.</p>","PeriodicalId":91431,"journal":{"name":"... IEEE Signal Processing in Medicine and Biology Symposium (SPMB). IEEE Signal Processing in Medicine and Biology Symposium","volume":"2018 ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/SPMB.2018.8615591","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"... IEEE Signal Processing in Medicine and Biology Symposium (SPMB). IEEE Signal Processing in Medicine and Biology Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPMB.2018.8615591","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2019/1/17 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

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.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
数据密集型本科研究项目通知推进医疗保健分析。
将信息学纳入韦斯利学院本科课程的总体框架是教授新兴的信息技术,使本科生为复杂的高要求工作环境做好准备。联邦和州的支持帮助卫斯理的本科信息学证书和辅修课程的实施。这两个项目都需要应用统计学、SAS编程和地理空间分析(ArcGIS)的项目基础课程。2015年,肥胖国家列出了美国所有50个州的肥胖范围,在21-36%之间。然而,疾病控制和预防中心(CDC)的死亡率记录显示,在肥胖率很高的州,与肥胖相关的死亡率明显较低。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的差异。利用疾病预防控制中心的死亡率数据、现有的肥胖率信息和ArcGIS,我们创建了美国所有州的地形地图。视觉和统计分析显示,在美国50个州中,与肥胖有关的死亡率记录存在相当大的差异。例如,2015年,肥胖率排名第六的佛蒙特州报告的肥胖相关死亡率最高。相比之下,阿拉巴马州的成人肥胖率在全国排名第五,然而,它的年龄调整死亡率非常低。这种差异使比较分析变得困难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Signal Processing in Medicine and Biology: Innovations in Big Data Processing Gaussian Smoothing Filter for Improved EMG Signal Modeling An Adaptive Search Algorithm for Detecting Respiratory Artifacts Using a Wireless Passive Wearable Device. VASCULAR STENOSIS DETECTION USING TEMPORAL-SPECTRAL DIFFERENCES IN CORRELATED ACOUSTIC MEASUREMENTS. Data-intensive Undergraduate Research Project Informs to Advance Healthcare Analytics.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1