Research Data Management

• Increase your research impact and citation rate: If you share your research data online and others cite it, you can include these citations with your publications citations, demonstrating an increased impact of your scholarship.
• Promote collaborations: Other researchers finding your data online may be an avenue to start new or expand existing collaborations
• Increase transparency and reproducibility of research
• May be mandated by funding agency or publisher: Data sharing guidelines may vary widely between different funding agencies so check their guidelines very carefully.

Sharing your data publicly (usually online) makes it available for other researchers to re-use. Data sharing is becoming increasingly mandated by institutions, funding agencies and publishers.

• Submit as a supplemental file to a publication: Check the journal or publisher's Author Guidelines to see if this is an option.
• Deposit in a data repository: A data repository makes your data publicly available online. Most data repositories contain data related to a specific discipline but some are discipline agnostic.
• Publish it in a data journal: Examples of data journals include:
  • Scientific Data (published by Nature)
  • Research Data Journal for the Humanities and Social Sciences
• Share it on a personal website: This option is not recommended due to the significant time commitment to maintain a personal website

• Check if your funding agency or publisher has data sharing requirements: They may require that the data is made available for a certain amount of time. They also may require that you use a specific data repository or provide them with a citation that notes where the data was deposited. This is a good time to check in with UMB Office of Research & Sponsored Programs:https://www.umb.edu/research/orsp/
• Before sharing, check intellectual property rights: Data itself is considered a fact and isn't subject to copyright. But an expression of the data (such as a figure in a publication) could be subject to copyright.
• Select data to share: You should share the data that supports all parts of your publications, including tables and figures.
• Apply a license to your data to facilitate re-use: Apply a Creative Commons license of Open Data Commons license to your data. A license will tell other researchers how they can (and can't) re-use your data.
• Share data around the time of publication: Some funders and publishers require that data is available prior to or at the time of publication.