At Crossref and ROR, we develop and run processes that match metadata at scale, creating relationships between millions of entities in the scholarly record. Over the last few years, we’ve spent a lot of time diving into details about metadata matching strategies, evaluation, and integration. It is quite possibly our favourite thing to talk and write about! But sometimes it is good to step back and look at the problem from a wider perspective.
This year’s public data file is now available, featuring over 156 million metadata records deposited with Crossref through the end of April 2024 from over 19,000 members. A full breakdown of Crossref metadata statistics is available here.
Like last year, you can download all of these records in one go via Academic Torrents or directly from Amazon S3 via the “requester pays” method.
Download the file: The torrent download can be initiated here.
Earlier this year, we reported on the roundtable discussion event that we had organised in Frankfurt on the heels of the Frankfurt Book Fair 2023. This event was the second in the series of roundtable events that we are holding with our community to hear from you how we can all work together to preserve the integrity of the scholarly record - you can read more about insights from these events and about ISR in this series of blogs.
Crossref is undertaking a large program, dubbed 'RCFS' (Resourcing Crossref for Future Sustainability) that will initially tackle five specific issues with our fees. We haven’t increased any of our fees in nearly two decades, and while we’re still okay financially and do not have a revenue growth goal, we do have inclusion and simplification goals. This report from Research Consulting helped to narrow down the five priority projects for 2024-2025 around these three core goals:
The ‘research nexus’ is the vision to which we aspire:
A rich and reusable open network of relationships connecting research organizations, people, things, and actions; a scholarly record that the global community can build on forever, for the benefit of society.
The research nexus goes beyond the basic idea of just having persistent identifiers for content. Objects and entities such as journal articles, book chapters, grants, preprints, data, software, statements, dissertations, protocols, affiliations, contributors, etc. should all be identified and that is still an important part of the picture. But what is most important is how they relate to each other and the context in which they make up the whole research ecosystem.
The foundation of the research nexus is metadata; the richer and more comprehensive the metadata in Crossref records, the more value there is for our members and for others, including for future generations.
Metadata and relationships between research objects and entities can support the whole scholarly research ecosystem in many ways, including:
Research integrity: helping to provide signals about the trustworthiness of the work including provenance information such as who funded it (when and for how much), which organizations and people contributed what, whether something was updated or corrected, and whether it was checked for originality. All of these signals can be expressed through Crossref metadata.
Reproducibility: helping others to reproduce outcomes by adding relationships between literature, data, software, protocols and methods, and more. All of these relationships can be asserted through members’ ongoing stewardship of their Crossref metadata records.
Reporting and assessment: helping organizations such as universities, funders, governments, to track and demonstrate the outcomes of investment; provide benchmarking information; show compliance with funder mandates; and decide what other research to fund. This kind of information can be included in Crossref metadata.
Discoverability: helping people and systems identify work through multiple angles. Registering content with Crossref makes it possible for work to be found and used. Thousands of systems use Crossref metadata, therefore the richer the records are, the more visibility there is likely to be of your work. Including metadata like abstracts and references are very simple ways to increase the visibility of your records.
The importance of relationships
A big part of the research nexus is establishing connections between and among different research objects which establishes provenance over time. Adding relationships to your metadata records can convey much richer and more nuanced connections beyond traditional references.
These relationships may consist of versions, corrections, translations, data, formats, supplements, and components. There are no extra fees for including relationships in your metadata.
What types of resources and records can be registered with Crossref?
We are working to make our input schema more flexible so that almost any type of object can be registered and distributed openly through Crossref. At the moment, members tend to register the following:
Conference proceedings: information about a single conference and records for each conference paper/proceeding.
Datasets: includes database records or collections.
Dissertations: includes single dissertations and theses, but not collections.
Grants: includes both direct funding and other types of support such as the use of equipment and facilities.
Journals and articles: at the journal title and article level, and includes supplemental materials as components.
Peer reviews: any number of reviews, reports, or comments attached to any other work that has been registered with Crossref.
Pending publications: a temporary placeholder record with minimal metadata, often used for embargoed work where a DOI needs to be shared before the full content is made available online.
Preprints and posted content: includes preprints, eprints, working papers, reports, and other types of content that has been posted but not formally published.