Using Dimensions to Drive Insight

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Presentation transcript:

Using Dimensions to Drive Insight Re-imagining discovery and access to research: Grants, publications, citations, clinical trials and patents in one place

A brief biography Currently working at Digital Science - Director of Strategic Accounts Formerly open access publisher and launcher of mega journals at Nature and Elsevier A career user of metrics in all of their many forms! On a quest to understand how to use metrics to advance the communication of science

Digital Science – a portfolio of innovative companies Digital Science invests, supports and nurtures small innovative software companies Rooted in research, most founders come from an academic background, started a company around solving a self encountered problem Key principle: provide latitude, enable entrepreneurial spirit and activity, mix of ‘leaving alone’, ‘subtle guiding’, ‘having their backs’ and ‘open arguments’ like in every healthy family Started in 2009, invested and started 12 companies to date about 300 colleagues

Challenges in the research information landscape Metadata like publications / citations etc, main focus for decades - only reflecting research from 2-5 years ago Relevant information for researchers, funders, universities etc. is highly fragmented and siloed (grants, publications, patents, clinical trials) Vital data for the management of research orgs not accessible for the research community as required due to commercial interests and data monopolising strategies Overall: Not an innovation promoting setting

The Digital Science team’s vision Democratise / commoditise data – a precondition for innovation Broader view Rich contextualisation for discovery and research management Balance of interests – Digital Science in a unique position to do this

Key aspects which we wanted to change … available for researchers at no cost, fair costs for institutions! Citation data: High costs, limited use only! Data is available to fuel multiple metrics, developed by the community Simplistic metric driven impact assessment … data is a commodity, full innovation potential of the research community is enabled Data monopoly blocks innovation

Institution identification Enriched and interlinked – a modern approach to research data management Dimensions data Enrichment Enriched metadata Institution identification Concepts Clinical trials Categorization Researchers Policy docs Publications Concept extraction Organizations Patents Grants Researcher disambiguation Classifications Data sets Reference extraction Altmetric References Metrics

Data integrated in multiple dimensions - pun intended Grants Research Conferences Data sets Publications Tweets Blogs Citations Clinical Trials Patents Policy docs Pre-publication Post publication 1-5 years from grant to publication immediate 2-3 years years years decades

The data and links driving Dimensions... 1.0bn links 97m Publications improved metadata of 60m 700k links 399k links 435k Clinical trials 84m Altmetric data points 12m links 370k to funders 11m links 10m links 37m Patents 318m links 9.9m links 16m to funders 865k links 155k links 202k to funders 4.2m Grants $1.3 trillion in funding 368k Policy documents

Dimensions and metrics We do not want to impose metrics ... … metrics should be developed by the community Example of a partner metric: Relative Citation Ration (RCR) … for a discipline, national or institutional level. … please join the efforts for more and / or better metrics!

The metrics in Dimensions - close to the data... Publication citations Altmetric attention scores Funding amounts Annual citation rate* Patent citations Relative citation ratio Highly cited* SNIP/SJR Field citation ratio H-index* Citation Recency …with an invitation to the bibliometric community to do research on innovative metrics on the Dimensions data and tool platform since Digital Science does not want to impose new metrics * planned for future release

Dimensions Badges and open Metrics API Dimensions is making publication and citation data available - also via badges and as an open metrics API Find out more by going to: https://figshare.com/articles/Dimensions_Metrics_API_Documentation/5783694

The Dimensions API Powerful API - designed to allow flexible use of the enriched data Use without constraints for internal purposes Use data outside of the web-app; e.g. in admin systems or analytical software Querying language made and documented specifically for new Dimensions

Custom coverage report Free DOI Analysis Custom report shows how many of your publications: appear in Dimensions are affiliated to your GRID ID affiliated with your GRID ID, but NOT in the list provided some clients saw an increase up to 20% Custom coverage report

Use cases Use cases Researchers Discover research in my fields Access that research Keep on top of my fields Identify and track my network Strategize my publishing Self-evaluate Update my profiles Bid planning Research office Support pre-award approvals Statutory returns Internal reporting Library Make research discoverable Make full-text available Analyze reading behaviour Faculty or departments Analyse competition and funding Inform strategies Support academic HR tasks Self explanatory

Dimensions application overview Free Plus Ana- lytics APIs · More than 97M publications · More than 1 Billion citations · Context to grants, patents and trials on article level · Free to use at no cost for individual researcher · Download 500 records · Article-level Altmetric data All ‘Dimensions’ and … · Additional databases For research grants, Patents and trials fully integrated and searchable · Download 5,000 records · SSO · Full Altmetric badges/ aggregated metrics All ‘Dimensions Plus’1) and … · Workflow support for funder / publisher (reviewer identification and manage- ment, coding support) · Download 50,000 records · Additional analytical views · Additional filters Search/analyze Full flex data analysis with domain specific search language Data Feed for internal systems beta Access OA articles Access OA publications Anywhere Access Access open access publications and full text licensed by university Enrichment APIs (to be used in custom implementations) Citations: Dimensions Badges and Metrics API - openly available Custom implementations / Consultancy services using Dimensions data and tools 1) Full Altmetric badges/aggregated metrics for academic institutions or Altmetric EFI license - otherwise article-level Altmetric badges

What can Dimensions tell us about research output in Turkey?

Let’s take a look at Yusef’s output!

600 citations… what about the Altmetric data?

25 patents associated with this one article! Details page is free - make sure I say that

Grant funding in Turkey - future outlook

Grant funding in Turkey - international funding

Industrial impact integrated in Dimensions - patents

How Dimensions works with publishers

How Dimensions works with publishers

Questions? s.grimme@digital-science.com