Jacob Zelko

Project Personnel, Georgia Institute of Technology

2 active projects

v4 - T8 - Health Analytics

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…

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 Tier

Research 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

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…

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 Tier

Research 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
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