Subin Park

Graduate Trainee, Drexel University

3 active projects

genomic_data_1

We propose the utilization of risk scores as a means of summarizing health risks on the basis of the premise that genomic medicine will be most effective when presented in the context of the clinical and lifestyle data associated with…

Scientific Questions Being Studied

We propose the utilization of risk scores as a means of summarizing health risks on the basis of the premise that genomic medicine will be most effective when presented in the context of the clinical and lifestyle data associated with an individual. In this study, we will make an effort to compare genetic risk scores with the pattern of Fitbit usage.

Project Purpose(s)

  • Population Health
  • Ancestry

Scientific Approaches

We will use the data from the genome sequencing to carry out genome wide association studies, also known as GWAS, to look for SNPs that are associated with certain diseases and traits of choice.
We are going to use Fitbit data from users who have had their devices for at least a year in order to get an accurate measurement of the amount of physical activity individuals get.

Anticipated Findings

There is going to be a correlation between levels of physical activity and genetic risk scores.

Demographic Categories of Interest

This study will not center on underrepresented populations.

Data Set Used

Controlled Tier

Research Team

Owner:

  • Subin Park - Graduate Trainee, Drexel University

Duplicate of R2019Q4R3 - How to Work with All of Us Survey Data

We recommend that all researchers explore the notebooks in this workspace to learn the basics of All of Us Program Data. What should you expect? By running the notebooks in this workspace, you should get familiar with how to query…

Scientific Questions Being Studied

We recommend that all researchers explore the notebooks in this workspace to learn the basics of All of Us Program Data.

What should you expect?
By running the notebooks in this workspace, you should get familiar with how to query PPI questions/surveys, what the frequencies of answers for each question in each PPI module are.

Project Purpose(s)

  • Educational
  • Methods Development
  • Other Purpose (This is an All of Us Tutorial Workspace created by the Researcher Workbench Support team. It is meant to provide instruction for key Researcher Workbench components and All of Us data representation.)

Scientific Approaches

N/A

Anticipated Findings

By reading and running the notebooks in this Tutorial Workspace, researchers will learn the following:
- how to query the survey data,
- how to summarize PPI modules, and questions.

Demographic Categories of Interest

This study will not center on underrepresented populations.

Data Set Used

Registered Tier

Research Team

Owner:

  • Subin Park - Graduate Trainee, Drexel University

Fitbit_SPARK

Use fitbit data to determine if population characteristics (e.g. income, region, access to care, and insurance) and patient characteristics (e.g. chronic condition, physical activity) impact the patients health outcome.

Scientific Questions Being Studied

Use fitbit data to determine if population characteristics (e.g. income, region, access to care, and insurance) and patient characteristics (e.g. chronic condition, physical activity) impact the patients health outcome.

Project Purpose(s)

  • Population Health
  • Social / Behavioral

Scientific Approaches

EHR, survey, and wearable device datasets.
Statistical methods.
Jupyter notebook using Python environment

Anticipated Findings

Impact of COVID-19 on exercise and patient outcomes in different population segments.

Demographic Categories of Interest

This study will not center on underrepresented populations.

Data Set Used

Registered Tier

Research Team

Owner:

  • Subin Park - Graduate Trainee, Drexel University
1 - 3 of 3
<
>
Request a Review of this Research Project

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.