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Manage Research Data: Overview

Library services related to research data management.

Overview

Library staff can help JPL researchers managing their research data. Beginning with identifying datasets and papers using those datasets, writing the Data Management Plan, selecting appropriate data repository, to publishing datasets on the JPL Open Repository (JOR), and properly citing the datasets.  With the 2022 White House Office of Scientific and Technology Policy mandate, that results of all federally funded research should be made available to the public as soon as possible; datasets not associate with any paper are also eligible to be included in the JPL Open Repository.

Best Practices

Updated Best Practices in Research Data Sharing (November 2023)

  1. When publishing their results, researchers deposit related research data and outputs in a trustworthy data repository that assigns persistent identifiers (DOIs where available). Researchers link to research data using persistent identifiers.
  2. When using research data created by others, researchers provide attribution by citing the datasets in the reference section using persistent identifiers.
  3. Data repositories enable sharing of research outputs in a FAIR way, including support for metadata quality and completeness.
  4. Publishers set appropriate journal data policies, describing the way in which data is to be shared alongside the published article. 
  5. Publishers set instructions for authors to include Data Citations with persistent identifiers in the references section of articles.
  6. Publishers include Data Citations and links to data in Data Availability Statements with persistent identifiers (DOIs where available) in the article metadata registered with Crossref. 
  7. In addition to Data Citations, Data Availability Statements (human- and machine-readable) are included in published articles where appropriate. 
  8. Repositories and publishers connect articles and datasets through persistent identifier connections in the metadata and reference lists.
  9. Funders and research organizations provide researchers with guidance on open science practices, track compliance with open science policies where possible, and promote and incentivize researchers to openly share, cite and link research data.
  10. Funders, policymaking institutions, publishers and research organizations collaborate towards aligning FAIR research data policies and guidelines.
  11. All stakeholders collaborate in the development of tools, processes, and incentives throughout the research cycle to enable sharing of high-quality research data, making all steps in the process clear, easy and efficient for researchers by providing support and guidance.
  12. Stakeholders responsible for research assessment take into account data sharing and data citation in their reward and recognition system structures.

Source:

STM Association, DataCite, & Crossref. (2023). Joint Statement on Research Data. DataCite. https://doi.org/10.5438/CSTD-5T12

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Librarian

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Dudee Chiang
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