Literature DB >> 30687778

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

M J D'Souza1, D Wentzien1, R Bautista1, J Santana1, M Skivers1, S Stotts1, F Fiedler1.   

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.

Entities:  

Keywords:  ArcGIS; CDC; EPSCoR; ICD-10; INBRE; SAS; Wesley College; mortality; obesity

Year:  2019        PMID: 30687778      PMCID: PMC6345265          DOI: 10.1109/SPMB.2018.8615591

Source DB:  PubMed          Journal:  IEEE Signal Process Med Biol Symp        ISSN: 2372-7241


  39 in total

1.  Wesley College Ignites Potential with Undergraduate Research Program.

Authors:  Malcolm D'Souza; Patricia Dwyer; Bruce Allison; Jeanette Miller; Joy Drohan
Journal:  Counc Undergrad Res Q       Date:  2011

2.  Medical students' perceptions of an undergraduate research elective.

Authors:  Robyn L Houlden; Jamila B Raja; Christine P Collier; Albert F Clark; Jennifer M Waugh
Journal:  Med Teach       Date:  2004-11       Impact factor: 3.650

3.  Why ICD-10 is worth the trouble.

Authors:  Sue Bowman
Journal:  J AHIMA       Date:  2008-03

4.  The inevitable application of big data to health care.

Authors:  Travis B Murdoch; Allan S Detsky
Journal:  JAMA       Date:  2013-04-03       Impact factor: 56.272

5.  Obesity, abdominal obesity, physical activity, and caloric intake in US adults: 1988 to 2010.

Authors:  Uri Ladabaum; Ajitha Mannalithara; Parvathi A Myer; Gurkirpal Singh
Journal:  Am J Med       Date:  2014-03-11       Impact factor: 4.965

6.  Body-mass index and mortality among 1.46 million white adults.

Authors:  Amy Berrington de Gonzalez; Patricia Hartge; James R Cerhan; Alan J Flint; Lindsay Hannan; Robert J MacInnis; Steven C Moore; Geoffrey S Tobias; Hoda Anton-Culver; Laura Beane Freeman; W Lawrence Beeson; Sandra L Clipp; Dallas R English; Aaron R Folsom; D Michal Freedman; Graham Giles; Niclas Hakansson; Katherine D Henderson; Judith Hoffman-Bolton; Jane A Hoppin; Karen L Koenig; I-Min Lee; Martha S Linet; Yikyung Park; Gaia Pocobelli; Arthur Schatzkin; Howard D Sesso; Elisabete Weiderpass; Bradley J Willcox; Alicja Wolk; Anne Zeleniuch-Jacquotte; Walter C Willett; Michael J Thun
Journal:  N Engl J Med       Date:  2010-12-02       Impact factor: 91.245

7.  Measuring diagnoses: ICD code accuracy.

Authors:  Kimberly J O'Malley; Karon F Cook; Matt D Price; Kimberly Raiford Wildes; John F Hurdle; Carol M Ashton
Journal:  Health Serv Res       Date:  2005-10       Impact factor: 3.402

8.  Deficiencies in the reporting of VD and t(1/2) in the FDA approved chemotherapy drug inserts.

Authors:  Malcolm J D'Souza; Ghada J Alabed
Journal:  Pharm Rev       Date:  2010-02-03

9.  Manipulating In-House Designed Drug Databases For The Prediction of pH-Dependent Aqueous Drug Solubility.

Authors:  Malcolm J D'Souza; Ghada J Alabed; Melissa Earley; Natalia Roberts; Fady J Gerges
Journal:  Am J Health Sci       Date:  2013

10.  Inter-Institutional Partnerships Propel A Successful Collaborative Undergraduate Degree Program In Chemistry.

Authors:  Malcolm J D'Souza; Qiquan Wang
Journal:  J Coll Teach Learn       Date:  2012-10-01
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  5 in total

1.  Delaware's 1999-2017 Leading Causes of Death Information Illustrates Its Obesity and Obesity-Related Life-Limiting Disease Burdens.

Authors:  Malcolm J D'Souza; Riza C Li; Derald E Wentzien
Journal:  Res Health Sci       Date:  2019-11-12

2.  Undergraduate Research, Data-Science Courses, and Volunteer Projects, Inform and Accelerate Wesley College's Retention Among First- and Second- Year Students.

Authors:  Lily S Neff; Malcolm J D'Souza
Journal:  Proc Natl Conf Undergrad Res       Date:  2019

3.  1997-2017 Leading Causes of Death Information Due to Diabetes, Neoplasms, and Diseases of the Circulatory System, Issues Cautionary Weight-Related Lesson to the US Population at Large.

Authors:  Malcolm J D'Souza; Riza C Li; Morgan L Gannon; Derald E Wentzien
Journal:  IEEE Netw       Date:  2019-10-10       Impact factor: 10.693

4.  The Characteristics and Mortality of Osteoporosis, Osteomyelitis, or Rheumatoid Arthritis in the Diabetes Population: A Retrospective Study.

Authors:  Jin-Feng Huang; Qi-Nan Wu; Xuan-Qi Zheng; Xiao-Lei Sun; Chen-Yu Wu; Xiao-Bing Wang; Chen-Wei Wu; Bin Wang; Xiang-Yang Wang; Michael Bergman; Ai-Min Wu
Journal:  Int J Endocrinol       Date:  2020-11-07       Impact factor: 3.257

5.  COVID-19 Impacts at a Small Mid-Atlantic Liberal-Arts College with Implications for STEM Education.

Authors:  Malcolm J D'Souza; Katelynn Fry; Lyndsey Koyanagi; Andrew Shepherd
Journal:  J Educ Elearn Res       Date:  2020-11-03
  5 in total

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