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Research Data Management: What Is Research Data Management

Research guide to serve as a portal to data repositories, agency and funder requirements, tutorials, and DMPTool.

What is Research Data Management?

In the Code of Federal Regulations (2 CFR 215.36), "research data" is defined as: "the recorded factual material commonly accepted in the scientific community as necessary to validate research findings, but not any of the following: preliminary analyses, drafts of scientific papers, plans for future research, peer reviews, [or] communications with colleagues. This 'recorded' material excludes physical objects (e.g., laboratory specimens)."

Types of research data include: 

  • quantitative data 
  • physical collections
  • software programs and code
  • questionnaires
  • transcripts
  • films, photographs, videos
  • reports
  • websites, blogs
  • metadata 

Some Datasets can be found at:

Data Lifecycle

Citation: Cioffi, Matt, Julie Goldman, and Sarah Marchese. “Harvard Biomedical Research Data Lifecycle”. Zenodo, May 25, 2023. https://doi.org/10.5281/zenodo.8076168.

Report dead or outdated links to Research Analytics & Data Visualization Librarian, Bryan Briones, at bbriones@auctr.edu.