The Researcher Workbench platform and its suite of custom tools are available to approved researchers. The Researcher Workbench provides access to Registered Tier data. Its powerful tools support data analysis and collaboration. The workbench also provides integrated help and educational resources through the Workbench User Support Hub.
Approved researchers use workspaces to access, store, and analyze data for specific research projects. Workspaces are collaborative and can be shared among members of a project team.Organizing research projects, collaboration, transparency Workspaces Preview
Researchers with R or Python experience can perform high-powered queries and analysis within the All of Us datasets using our integrated, web-based Jupyter Notebook environment.Analysis, queries Notebooks Preview
The Dataset Builder allows researchers to search and save collections of health information about cohorts, called concept sets. Researchers can search and save concepts from a particular domain and use them in the Dataset Builder.Pre-populated analysis, dataset previews Dataset Builder Preview
The Cohort Builder is a custom, point-and-click tool that allows researchers to create, review, and annotate participants, or cohorts, within the All of Us dataset.Cohort creation Cohort Builder Preview
Workbench User Support Hub
The Workbench User Support Hub contains a variety of resources, such as training materials, that demonstrate how to use our tools and navigate the data within the Researcher Workbench. Community Forums, FAQs, video tutorials, guides, and a designated help desk are available to assist researchers in their Workbench activities.Learning, support, guides User Support Hub Preview
How do I access the research data?
I don’t see my institution listed on the Researcher Workbench registration page. Can I still access the data?
For you to access the Registered Tier data, your institution will need to have signed a Data Use and Registration Agreement with the All of Us Research Program. If your institution is not listed, that means your institution does not have an agreement with the program yet. You can help initiate one by submitting a request . Note that it may take some time to initiate the agreement. In the meantime, you can view the public All of Us Data Snapshots, Data Browser, and Survey Explorer.
What is a cohort?
A cohort is a group of participants that researchers are interested in studying. Researchers can create cohorts by adding inclusion or exclusion criteria.
Do I need my project reviewed by the All of Us Institutional Review Board (IRB) in order to access this data using the Researcher Workbench?
No. As noted in the All of Us Responsible Conduct of Research training, the Researcher Workbench employs a data passport model, through which authorized users do not need IRB review for each research project. Most authorized users will not be conducting human subjects research with All of Us data for two reasons: (1) the research will not directly involve participants, only their data, and (2) the data available in the Researcher Workbench has been carefully checked and altered to remove identifying information, while preserving its scientific utility. Nevertheless, we encourage anyone using All of Us data to apply the ethical principles of research with human participants to their work.
You can read more in the letter confirming the All of Us Institutional Review Board’s regulatory opinion. For more information about the All of Us Registered Tier dataset, including how to access it, please see here.
Do I need Institutional Review Board (IRB) approval from my own institution in order to access this data through the Researcher Workbench?
Researchers should always check with their local institutional review board to ensure compliance with local requirements for conduct of research. We have provided the template language below as a resource to use for local IRB applications.
“The Registered Tier data available on the Research Hub contains data from participants who have consented to be involved in the All of Us Research Program, including data from electronic health records, surveys, and physical measurements. All data available to researchers has had direct identifiers removed and has been further modified to minimize re-identification risks. This includes removing all explicit identifiers in both electronic health records (EHR) and participant provided information, all free-text fields, geolocation data smaller than U.S. state level, living situations, race and ethnicity subcategories, active duty military status, cause of death, and diagnosis codes subject to public knowledge. Additionally, the following demographic fields are generalized: race and ethnicity, education, employment, and information regarding sex at birth, gender identity, and sexual orientation. Also, all dates are systematically shifted backwards by a random number between 1 and 365, and data from participants over the age of 89 are removed. The All of Us Research Program data will be accessed for research strictly using the Researcher Workbench. (researchallofus.org). External data can be brought into this secure environment; however, researchers are restricted from importing any individually identifiable information and from row-level linkage of the external data. Data searches, cohort building, and analysis will solely take place on the Researcher Workbench, a secure cloud-based resource with statistical analysis software available for use with All of Us data. Researchers are granted access to the Researcher Workbench after creating an account, including setting up two-factor authentication, validating their eRA Commons ID, completing the All of Us Responsible Conduct of Research training, and signing a Data Use and Registration Agreement that prohibits any re-identification of All of Us participants. For more information, please visit researchallofus.org.”
The All of Us Research Program is now accepting applications from researchers to use the beta version of the Researcher Workbench tools and protected dataset.Apply