Data Management Plan and Resources
Data Management
Making a plan for managing data before beginning a research project and then following that plan throughout the research life cycle is essential to ensure usability, preservation, and access to the data. It may also be a funding requirement; many federal agencies and other funders now require grant applicants to include a data management plan with grant proposals. The UCLA Library can help researchers with data management.
Grant Requirements
The U.S. Office of Management and Budget Circular A-110 contains federal administrative requirements for grants and agreements received by institutions of higher education, hospitals, and other non-profit organizations. It also reflects circumstances under which public access to research data is required through the Freedom of Information Act. A table summarizing various federal agencies’ data management and sharing policies and requirements is available online.
The NSF strengthened its data sharing policy as of January 18, 2011, when it began requiring all grant proposals to include a two-page data management plan. Guidelines are available online. Specific NSF directorates, offices, divisions, programs, or other units may impose additional data management requirements. The NIH has a policy supporting data sharing, which requires researchers applying for $500,000 or more in direct costs in any one year to include a data-sharing plan or state why data sharing is not possible. Further details are available on the NIH Data Sharing Policy and Implementation Guidance The California Digital Library (CDL), along with other institutions, has launched an online data management planning tool to help guide researchers through the process of creating a plan. The tool helps researchers: The CDL also has a data management guidelines Web site to assist UC researchers with developing data management plans. It links to detailed information on creating, organizing, and managing UCLA librarians can help researchers with developing a data management plan or using the CDL tool; request a consultation via email ( Researchers can share data by emailing it to requestors or posting it on a Web site, but this can make it difficult to find. Depositing data in an archive facilitates its discovery and preservation. UC Repositories Other Repositories Privacy and Intellectual Property Confidentiality Comply with UC Obtain informed Learn about professional Further Information and Assistance UCLA Resources Non-UCLA ResourcesNational Science Foundation (NSF)
National Institutes of Health (NIH)
Webweb site.Data Management Plans
. data.emaildata@library.ucla.edu).Data Repositories
Princeton University has created a repository for policy-relevant data on U.S. arts and cultural policy. The California Digital Library has compiled a partial list of data repositories in various disciplines. More complete lists of data repositories are available from Purdue University’s Distributed Data Curation Center and Simmons University.
When publishing data, researchers must consider their rights and responsibilities regarding confidentiality and intellectual property.
It is vital to maintain the confidentiality of research subjects for ethical reasons and to ensure their continuing participation.regulations:regulations: Consult the appropriate UC Requirements and Guidance for Conducting Research Involving Human or Animal Subjects.
Comply with all health research regulations: Federal legislation contains very strict guidelines; consult HIPPA Privacy Rule Information for Researchers.
Evaluate the data’s sensitivity: Consider whether the data contains direct or indirect identifiers that could be utilized with other public information to identify research participants.consent:consent: Several sample agreements are available.
Restrict use of the data: Control access through embargoes or access/licensing terms and conditions.guidelines:guidelines: The National Academy of Engineering offers an online ethics center that includes a discussion of ethical issues in data management.
Intellectual Property Considerations
Data cannot be copyrighted. However, a particular expression of data, such as a chart or table in a publication, can be copyrighted.
Data can be licensed; licensing conditions can be imposed to protect participants’ privacy or limit further uses.
To promote sharing and unlimited use of data, make it available under a Creative Commons CC0 Declaration.
Researchers may or may not have the right to share data collected from other sources, depending upon the sources’ license terms.
Most licensed databases the UC Libraries subscribe to prohibit redistribution of data outside of UC. For more information on terms of use for databases licensed by the Libraries, contact the subject specialist supporting your discipline.
If you are uncertain about your rights to disseminate data you collected, consult with the UCLA Office of Intellectual Property and Industry Sponsored Research or the UCLA Office of Campus Counsel.
UCLA librarians can provide assistance with developing data management plans; email data@library.ucla.edu or contact the subject specialist supporting your discipline. The following may also provide information about and assist with other aspects of managing data.
Administration:Administration: Assists with applying for, receiving, and administering contracts and grantsServices:Services: Provides academic IT servicesBoard:Board: Primary governance and oversight body for UCLA’s IT strategies; see also “Building UCLA’s Digital Future”Future (Adobe PDF document)Archive:Archive: Faculty and graduate student survey researchEducation:Education: Cooperative of faculty and technologists
Applications:Applications, UC Berkeley Science LibrariesFAQs:FAQs, National Science FoundationPublishing:Publishing, MIT LibrariesConsulting:Consulting, University of Virginia LibraryPlans:Plans, University of Michigan Inter-university Consortium for Political and Social Research :, Data Conservancy
Science CommonsRequirement:Requirement, Association of Research Libraries