data citation metrics : best practice to enable new metrics for research data
TRANSCRIPT
![Page 1: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/1.jpg)
DATA CITATION METRICS BEST PRACTICE TO ENABLE NEW METRICS FOR RESEARCH DATA NIGEL ROBINSON GFII - DECEMBER 2015
![Page 2: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/2.jpg)
©20
10 T
hom
son
Reu
ters
OVERVIEW
1 Why metrics for data?
2
3
Challenges & best practice
Delivering metrics with the Data Citation IndexSM
![Page 3: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/3.jpg)
©20
10 T
hom
son
Reu
ters
DEFINITIONS
Data • Facts collected for reference or analysis. • Non traditional scholarly output of scientific
research often analysed in traditional research publications. May include numerical, textual, image, video or software information
Data repository • An online resource where data are deposited
and stored for preservation and access
![Page 4: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/4.jpg)
©20
10 T
hom
son
Reu
ters
CITATION IS STILL THE METRIC OF CHOICE
• Surveys – John Kratz & Carly Strasser - California Digital Library
Making Data Count. Scientific Data http://dx.doi.org/10.1038/sdata.2015.39
Future • Citations • Downloads • Altmetrics/”Anything and everything” • Peer review/community feedback • Use outside scholarly literature (e.g.
patents) • Reuse/”actual use”
Current
Sarah Callaghan – RDA Bibliometrics working group
![Page 5: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/5.jpg)
©20
10 T
hom
son
Reu
ters
1400 repositories identified:
• Editorial Content - ensuring that material is desirable to the research community.
• Persistence and stability of the repository, with a steady flow of new information.
• Thoroughness and detail of descriptive information.
• Links from data to research literature.
REPOSITORY SELECTION & EVALUATION
![Page 6: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/6.jpg)
©20
10 T
hom
son
Reu
ters
TYPES OF DATA BY DISCIPLINE
ART & HUMANITIES
CULTURAL HERITAGE
LANGUAGE CORPUS
IMAGE COLLECTIONS
RECORDINGS
SOCIAL SCIENCES
POLL DATA
ECONOMIC STATISTICS
LONGITUDINAL DATA
NATIONAL CENSUS
PUBLIC OPINION SURVEYS
SCIENCE & TECHNOLOGY MAPS ALGORITHMS GENOMICS SKY SURVEYS ASTROPHYSICS REMOTE SENSING MUSEUM SPECIMENS SOFTWARE
![Page 7: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/7.jpg)
©20
10 T
hom
son
Reu
ters
DISCOVERY & CITATION • Seed data
– 5M data records from over 300 repositories – Around 3M citations
![Page 8: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/8.jpg)
©20
10 T
hom
son
Reu
ters
DATA CITATION CHALLENGES Current citation style (in full text of article as informal citations)
Desired/future citation style (as formally cited references)
U.S. Dept. of Justice, Bureau of Justice Statistics (1996): MURDER CASES IN 33 LARGE URBAN COUNTIES IN THE UNITED STATES, 1988. Version 1. Inter-university Consortium for Political and Social Research. http://dx.doi.org/10.3886/ICPSR09907.v1
Lee, Seung-Jae; Lee, He-Jin; Cho, Ji-Hoon; Rho, Sangchul; Hwang, Daehee (2008): GSE11574: The responses of astrocytes stimulated by extracellular a-synuclein. Gene Expression Omnibus. http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE11574
![Page 9: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/9.jpg)
©20
10 T
hom
son
Reu
ters
BEST PRACTICES FOR PARTICIPATION AND CITATION • Authors and Researchers
• Repositories, Data publishers, Data providers
• Literature publishers and Funders
![Page 10: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/10.jpg)
©20
10 T
hom
son
Reu
ters
BEST PRACTICE FOR RESEARCHER/DATA AUTHOR
• Treat data equally with other citable research output
• Deposit data in an established data repository committed to long term preservation
• Practice detailed, formal data citation in data and publications
![Page 11: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/11.jpg)
©20
10 T
hom
son
Reu
ters
BEST PRACTICE FOR RESEARCHER/ DATA AUTHOR
• Unique ID in
repository • Date provided • Author • Repository • URL/DOI • Title • Year Published
• Allows creation of a data citation using DataCite guidelines
• Compliance with DataCite Metadata schema
• Allows matching of data citations encountered to known data records
• Provide metadata to enable citation and discovery
![Page 12: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/12.jpg)
©20
10 T
hom
son
Reu
ters
BEST PRACTICE FOR REPOSITORY / DATA PUBLISHER / DATA PROVIDER • Curate and validate
metadata for completeness, accuracy, attribution and consistency
• Issue permanent IDs for data objects
• Provide unique landing pages for data objects
• Establish update and versioning policies
REUTERS/Kim Hong-Ji
![Page 13: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/13.jpg)
©20
10 T
hom
son
Reu
ters
LITERATURE PUBLISHER & FUNDING ORGANIZATION
• Establish clear data management plan policies and guidelines for data deposition
• Develop formal data citation policies and clear guidance for authors on citation formats
• Enforce requirements for data deposition and citation
• Establish metadata criteria for persistent and unique identification of cited data
![Page 14: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/14.jpg)
©20
10 T
hom
son
Reu
ters
![Page 15: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/15.jpg)
©20
10 T
hom
son
Reu
ters
![Page 16: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/16.jpg)
©20
10 T
hom
son
Reu
ters
Link out directly to the original item, in this case
a Data Study.
![Page 17: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/17.jpg)
©20
10 T
hom
son
Reu
ters
![Page 18: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/18.jpg)
©20
10 T
hom
son
Reu
ters
BENEFITS AND VALUE
Data Repository
Data Object metadata
Web of Science DCI
Publisher
Publication
Researcher
Discovery Metrics Value
Citation count API Metrics Evaluation
Citation count API Metrics Evaluation
![Page 19: Data citation metrics : best practice to enable new metrics for research data](https://reader031.vdocuments.site/reader031/viewer/2022021919/587addd21a28ab542b8b5c89/html5/thumbnails/19.jpg)
©20
10 T
hom
son
Reu
ters
THANK YOU
White paper on best practice & further information http://wokinfo.com/products_tools/multidisciplinary/dci/
Nigel Robinson [email protected]