Jacob Zelko
Project Personnel, Georgia Institute of Technology
2 active projects
v4 - T8 - Health Analytics
Scientific Questions Being Studied
We are evaluating the All of Us dataset to explore the underutilization of population based surveys to gather public health data regarding chronic health conditions, health related risk behaviors, and use of medical services. We seek to use the All of Us data to compare the results across various health demographics to established US-based nationwide telephone surveys .
Project Purpose(s)
- Population Health
- Methods Development
- Control Set
Scientific Approaches
We are approaching this problem by using US-based population health data datasets, basic analytical methods and visualization techniques provided in standard programming interfaces (like Python, Jupyter Notebooks, etc.), and additional software toolchains to parse rapidly through large datasets such as All Of Us.
Anticipated Findings
We anticipate that from the comparison we conduct with All Of Us, we will be able to identify if electronic health record and claims data provided by All Of Us can be used to complement or augment nationwide population health survey instruments to identify health inequities and populations requiring special attention and support for maintaining their health.
Demographic Categories of Interest
This study will not center on underrepresented populations.
Data Set Used
Registered TierResearch Team
Owner:
- Jon Duke - Mid-career Tenured Researcher, Georgia Institute of Technology
- Jacob Zelko - Project Personnel, Georgia Institute of Technology
- Charity Hilton - Project Personnel, Georgia Institute of Technology
Collaborators:
- Richard Boyd - Other, Georgia Institute of Technology
- Malina Hy - Undergraduate Student, Georgia Institute of Technology
- Alexandra Trani - Project Personnel, Georgia Institute of Technology
- Andrew Hutchison - Undergraduate Student, Georgia Institute of Technology
v5 - T8 - Health Analytics
Scientific Questions Being Studied
We are evaluating the All of Us dataset to explore the underutilization of population based surveys to gather public health data regarding chronic health conditions, health related risk behaviors, and use of medical services. We seek to use the All of Us data to compare the results across various health demographics to established US-based nationwide telephone surveys .
Project Purpose(s)
- Population Health
- Methods Development
- Control Set
Scientific Approaches
We are approaching this problem by using US-based population health data datasets, basic analytical methods and visualization techniques provided in standard programming interfaces (like Python, Jupyter Notebooks, etc.), and additional software toolchains to parse rapidly through large datasets such as All Of Us.
Anticipated Findings
We anticipate that from the comparison we conduct with All Of Us, we will be able to identify if electronic health record and claims data provided by All Of Us can be used to complement or augment nationwide population health survey instruments to identify health inequities and populations requiring special attention and support for maintaining their health.
Demographic Categories of Interest
This study will not center on underrepresented populations.
Data Set Used
Registered TierResearch Team
Owner:
- Jon Duke - Mid-career Tenured Researcher, Georgia Institute of Technology
- Jacob Zelko - Project Personnel, Georgia Institute of Technology
- Charity Hilton - Project Personnel, Georgia Institute of Technology
Collaborators:
- Richard Boyd - Other, Georgia Institute of Technology
- Malina Hy - Undergraduate Student, Georgia Institute of Technology
- Alexandra Trani - Project Personnel, Georgia Institute of Technology
- Andrew Hutchison - Undergraduate Student, Georgia Institute of Technology
You can request that the All of Us Resource Access Board (RAB) review a research purpose description if you have concerns that this research project may stigmatize All of Us participants or violate the Data User Code of Conduct in some other way. To request a review, you must fill in a form, which you can access by selecting ‘request a review’ below.