Difference between revisions of "User:Slogan"
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* Met with Dr. Zimmer to discuss survey data | * Met with Dr. Zimmer to discuss survey data | ||
* Inputted frequency counts into Excel for every question | * Inputted frequency counts into Excel for every question | ||
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| + | |||
| + | '''Week 9''' | ||
| + | * Northwestern Mutual Data Science Institute Industry Panel | ||
| + | * Split data into a 'high' and 'low' concern group and inputted frequency counts for survey questions into Excel | ||
| + | * Made bar charts for all questions for total respondents, high concern group, and low concern group | ||
| + | * Summed the total responses to the data attribute concern questions, vignette concern and factor questions for total respondents, high concern group, and low concern group | ||
| + | * Conducted chi-square tests between privacy concern and demographics and privacy concern and vignette concern | ||
| + | * Aggregated useful comments from survey | ||
| + | * Made boxplots and conducted ANOVAs for demographic questions and privacy score | ||
| + | * REU Group meeting | ||
| + | * Met with Dr. Zimmer to discuss survey data and analysis | ||
| + | * Created stacked bar charts to compare knowledge of data category with concern over data category | ||
| + | * Broke down each vignette based on concern and compared how concern groups responded to the factor question of that vignette | ||
| + | * Divided suicide prediction vignette based on concern level and analyzed how people in the no concern and some concern groups responded to the data attribute questions | ||
| + | * Continued working on paper | ||
| + | * Patient Focus Groups meeting | ||
Revision as of 21:35, 1 August 2020
About Me
My name is Sarah Logan and I am a rising senior at Siena College, which is located in upstate New York. I am majoring in Applied Data Science with a concentration in Biology. For the Summer 2020 REU at Marquette University, I am working on a project entitled "Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms" with Dr. Michael Zimmer.
Work Log
Week 1
- Attended REU Orientation
- Mini Data Science Bootcamp
- Attended good research practices talk by Dr. Brylow
- Met with Dr. Zimmer to discuss planning of research goals and survey methodologies
- Developed research questions
- Began literature review of Big Data and data ethics
- Read about factorial vignettes
Week 2
- Responsible Conduct of Research Training with Dr. Brylow and Dr. Praveen
- Completed CITI modules
- Continued literature review of Big Data and data ethics
- Looked at examples of surveys and how they analyzed their data
- Met with Dr. Zimmer to discuss readings and survey logistics
Week 3
- Examined the structure of previous privacy surveys and the accompanying data analysis
- Explored the Qualtrics platform
- Reviewed statistical analysis procedures
- Researched articles related to online privacy concerns, privacy concerns in a healthcare setting, and privacy regulations
- Wrote questions for our survey
- Attended research talk by Dr. Praveen
- Met with Dr. Zimmer to discuss survey questions
- Revised survey questions
Week 4
- Continued revising survey questions throughout the week
- Read literature about different frameworks of understanding privacy
- Met with Dr. Zimmer to discuss privacy readings and survey questions
- Read literature about Big Data
- Attended research talk by Dr. Bialkowski + REU group meeting
- Entered survey questions into Qualtrics
- Began working on mini presentation
Week 5
- Made edits to the survey in Qualtrics
- Met with Dr. Zimmer to discuss survey and presentation
- REU group meeting on Good Presentations
- Prepared for mini presentation
- ESP/SPARK meeting
- Attended and presented at the Mini Presentations REU meeting
- Reviewed R
- Examined data analysis of a previous survey conducted by Dr. Zimmer
Week 6
- Presentation by Dr. Zimmer on data ethics
- Set up outline for data analysis in Excel and R
- Learned how to do cross tabs and chi square in R
- REU group meeting on creating posters
- Read more privacy articles
- Completed paperwork for MGH
- Researched articles about suicide prediction factors
Week 7
- Started writing Methods section of paper
- Survey Instrument
- Data Collection
- Data Analysis
- Continued working on Excel spreadsheet and R script for data analysis
- ESP/SPARK Meeting
- REU Group meeting
- Wrote down ideas for Introduction section
- Reviewed some privacy articles to help with Introduction
- Survey soft launch
Week 8
- Used soft launch data to run through data analysis plan
- Survey officially launched
- Revised data analysis plan
- Revised Methods and Introduction sections
- REU Group meeting on graduate school
- Reviewed data from survey to look for errors
- Met with Dr. Zimmer to discuss survey data
- Inputted frequency counts into Excel for every question
Week 9
- Northwestern Mutual Data Science Institute Industry Panel
- Split data into a 'high' and 'low' concern group and inputted frequency counts for survey questions into Excel
- Made bar charts for all questions for total respondents, high concern group, and low concern group
- Summed the total responses to the data attribute concern questions, vignette concern and factor questions for total respondents, high concern group, and low concern group
- Conducted chi-square tests between privacy concern and demographics and privacy concern and vignette concern
- Aggregated useful comments from survey
- Made boxplots and conducted ANOVAs for demographic questions and privacy score
- REU Group meeting
- Met with Dr. Zimmer to discuss survey data and analysis
- Created stacked bar charts to compare knowledge of data category with concern over data category
- Broke down each vignette based on concern and compared how concern groups responded to the factor question of that vignette
- Divided suicide prediction vignette based on concern level and analyzed how people in the no concern and some concern groups responded to the data attribute questions
- Continued working on paper
- Patient Focus Groups meeting
