SlideShare una empresa de Scribd logo
1 de 21
The role of libraries in
data exchange

Susan Reilly, Twitter:@skreilly
IFLA Science & Technology Section, Helsinki, 13th
Aug 2012
LIBER & the European Research Infrastructure

Association of European Research Libraries
    Our projects:
  Content
       Europeana Libraries
       Europeana Newspapers
  Policy
       MEDOANET
  Infrastructure
       APARSEN
       AAA Study
       ODE
Now and Next

• Authentication & authorisation
• New skills
The Opportunities for Data Exchange Project

• identify, collate, interpret and deliver evidence of emerging
  best practices in sharing, re-using, preserving and citing
  data, the drivers for these changes and barriers impeding
  progress, in forms suited to each audience
• policy makers, funders, infrastructure operators, data
  centres, data providers and users, libraries and publishers

           It’s multi-
         stakeholder!
The Data
Publication Pyramid         (1) Data
                         contained and
                        explained within
                           the article
   (2) Further data
   explanations in
       any kind of
    supplementary                 (3) Data
    files to articles        referenced from
                              the article and
                                held in data
                               centers and
  (4) Data
                                repositories
publications,
 describing
  available
  datasets
                                   (5) Data in
                                 drawers and on
                                   disks at the
                                     institute
Implications for libraries

Level of integration                        Implication for library

Data contained within the article               Prepare for adequate preservation
                                                 strategies
Data published in supplementary files to        Presentation and preservation
articles                                         mechanisms
                                                Persistent link

Datasets referenced from the articles           Citability of dataset
                                                Persistent link
                                                Perpetual access to dataset

Data published independently from written      Support publication process
publications (“data publication”)              Curation of datasets
                                               Metadata and documentation

Data in drawers and on disks at the            Engage in data management
institute                                       planning
Background




      Workshop at LIBER on linking data to publications
      Clear need to explore demand and need for new skills




                                                              8
The Survey

 • What is the role of libraries in data exchange?

 • In what areas is the demand for support from researchers?

 • What skills do libraries need to develop to support researchers in data
   exchange?

 • How do we develop these skills ?




                                                                             9
The Survey


•   Survey sent to circa 800 librarians, 110 respondents

•   Also sent to AU/US libraries active in this area
•   Seven criteria:
     1.   Availability
     2.   Findability
     3.   Interpretability
     4.   Reusability
     5.   Citability
     6.   Curation
     7.   Preservation




                                                           10
The Results


•   81% of respondents see demand for support provision
•   Supply is nowhere near matching demand e.g.50% said there was a demand
    to support the writing of data management plans, only 13% provide this
    support
•   Only 32% of libraries believe they have the right skills in place to provide
    support (53% working on developing these skills
•   The best place for underlying data is in official data repositories and archives
    (84%)




                                                                                   11
Differences with US/AUS libraries




 More
 priority
 for data                             More
 manage                               priority
 ment                                 for data
 plans                                citation




                       Agree that
                       archiving
                       data is most
                       in demand
Current Practices
The future of data publishing

      The best place for underlying data is in official data repositories and archives   84% agree75%
                                                                                         US/AUS

      Publications should always contain links to the underlying research data           74% agree
                                                                                         75% US/AUS


      Data archives should have a system in place for persistent identifiers that        74% agree
      properly support citation of datasets
                                                                                         87.5%

      Research journals should have much stricter editorial policies on data             64% agree
      availability
                                                                                         25%

      Underlying data should be part of the peer review process                          54% agree

                                                                                         37.5%

      Underlying data should be cited separately in the reference list                   46% agree

                                                                                         37.5%

      Publishers and editors should only accept in supplements the summary               26% agree
      datasets that are of direct relevance to the article
                                                                                         12.5%

      There are not sufficient trustworthy data archives available for authors to        +/- ¼ agree
      deposit their data                                                                 24% agree
                                                                                         62.5%
Findability
Citability
Skills
What Skills ?


88% of expert libraries see subject expertise as important!
Developing Skills


           W hich me a sure for de ve loping skills do you conside r
                                 a ppropria te ?

                                                        Integrate data management
                   3%
                                                        into professional education
                 1%
                                   28%                  Data management courses
         27%                                            for librarians as continuing
                                                        professional development
                                                        Practical literature and
                                                        guidelines

                                                        N/A



                                                        Other (please specify)
                        41%
Ready to ride the wave… ?

Más contenido relacionado

La actualidad más candente

A research passport: library requirements
A research passport: library requirementsA research passport: library requirements
A research passport: library requirementsLIBER Europe
 
Data reuse and scholarly reward: understanding practice and building infrastr...
Data reuse and scholarly reward: understanding practice and building infrastr...Data reuse and scholarly reward: understanding practice and building infrastr...
Data reuse and scholarly reward: understanding practice and building infrastr...Todd Vision
 
Data publishing at the UQ Library
Data publishing at the UQ LibraryData publishing at the UQ Library
Data publishing at the UQ LibraryARDC
 
The Dryad Digital Repository: Published evolutionary data as part of the gre...
The Dryad Digital Repository: Published evolutionary data as part of the gre...The Dryad Digital Repository: Published evolutionary data as part of the gre...
The Dryad Digital Repository: Published evolutionary data as part of the gre...Todd Vision
 
NSF Data Management Plan Case Study: UVa’s Response.
NSF Data Management Plan Case Study:  UVa’s Response.NSF Data Management Plan Case Study:  UVa’s Response.
NSF Data Management Plan Case Study: UVa’s Response.Andrew Sallans
 
Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...
Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...
Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...SEAD
 
Knowledge Exchange, Nov 2011, Bonn
Knowledge Exchange, Nov 2011, BonnKnowledge Exchange, Nov 2011, Bonn
Knowledge Exchange, Nov 2011, BonnTodd Vision
 
RDAP14: Learning to Curate Panel
RDAP14: Learning to Curate Panel RDAP14: Learning to Curate Panel
RDAP14: Learning to Curate Panel ASIS&T
 
Building a Data Discovery Network for Sustainability Science
Building a Data Discovery Network for Sustainability ScienceBuilding a Data Discovery Network for Sustainability Science
Building a Data Discovery Network for Sustainability ScienceRobert H. McDonald
 
Research data and scholarly publications: going from casual acquaintances to ...
Research data and scholarly publications: going from casual acquaintances to ...Research data and scholarly publications: going from casual acquaintances to ...
Research data and scholarly publications: going from casual acquaintances to ...Todd Vision
 
Preservation, Publishing, and People: A SEAD View
Preservation, Publishing, and  People: A SEAD ViewPreservation, Publishing, and  People: A SEAD View
Preservation, Publishing, and People: A SEAD ViewInna Kouper
 
How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?Jian Qin
 
NSF Data Management Plan - Implications for Librarians
NSF Data Management Plan - Implications for LibrariansNSF Data Management Plan - Implications for Librarians
NSF Data Management Plan - Implications for LibrariansAndrew Sallans
 
Repository Federation: Towards Data Interoperability
Repository Federation: Towards Data InteroperabilityRepository Federation: Towards Data Interoperability
Repository Federation: Towards Data InteroperabilityRobert H. McDonald
 

La actualidad más candente (20)

A research passport: library requirements
A research passport: library requirementsA research passport: library requirements
A research passport: library requirements
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
Data reuse and scholarly reward: understanding practice and building infrastr...
Data reuse and scholarly reward: understanding practice and building infrastr...Data reuse and scholarly reward: understanding practice and building infrastr...
Data reuse and scholarly reward: understanding practice and building infrastr...
 
Data publishing at the UQ Library
Data publishing at the UQ LibraryData publishing at the UQ Library
Data publishing at the UQ Library
 
The Dryad Digital Repository: Published evolutionary data as part of the gre...
The Dryad Digital Repository: Published evolutionary data as part of the gre...The Dryad Digital Repository: Published evolutionary data as part of the gre...
The Dryad Digital Repository: Published evolutionary data as part of the gre...
 
NSF Data Management Plan Case Study: UVa’s Response.
NSF Data Management Plan Case Study:  UVa’s Response.NSF Data Management Plan Case Study:  UVa’s Response.
NSF Data Management Plan Case Study: UVa’s Response.
 
Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...
Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...
Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs a...
 
DMPTool2 Webinar #1 for Administrators
DMPTool2 Webinar #1 for AdministratorsDMPTool2 Webinar #1 for Administrators
DMPTool2 Webinar #1 for Administrators
 
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
 
Valen Metadata and the [Data] Repository
Valen Metadata and the [Data] RepositoryValen Metadata and the [Data] Repository
Valen Metadata and the [Data] Repository
 
Researcher perspectives on publication and peer review of data.
Researcher perspectives on publication and peer review of data.Researcher perspectives on publication and peer review of data.
Researcher perspectives on publication and peer review of data.
 
Knowledge Exchange, Nov 2011, Bonn
Knowledge Exchange, Nov 2011, BonnKnowledge Exchange, Nov 2011, Bonn
Knowledge Exchange, Nov 2011, Bonn
 
RDAP14: Learning to Curate Panel
RDAP14: Learning to Curate Panel RDAP14: Learning to Curate Panel
RDAP14: Learning to Curate Panel
 
Building a Data Discovery Network for Sustainability Science
Building a Data Discovery Network for Sustainability ScienceBuilding a Data Discovery Network for Sustainability Science
Building a Data Discovery Network for Sustainability Science
 
Research data and scholarly publications: going from casual acquaintances to ...
Research data and scholarly publications: going from casual acquaintances to ...Research data and scholarly publications: going from casual acquaintances to ...
Research data and scholarly publications: going from casual acquaintances to ...
 
Zucca "Technology & Systems"
Zucca "Technology & Systems"Zucca "Technology & Systems"
Zucca "Technology & Systems"
 
Preservation, Publishing, and People: A SEAD View
Preservation, Publishing, and  People: A SEAD ViewPreservation, Publishing, and  People: A SEAD View
Preservation, Publishing, and People: A SEAD View
 
How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?
 
NSF Data Management Plan - Implications for Librarians
NSF Data Management Plan - Implications for LibrariansNSF Data Management Plan - Implications for Librarians
NSF Data Management Plan - Implications for Librarians
 
Repository Federation: Towards Data Interoperability
Repository Federation: Towards Data InteroperabilityRepository Federation: Towards Data Interoperability
Repository Federation: Towards Data Interoperability
 

Destacado

Wmla References
Wmla ReferencesWmla References
Wmla Referencesgrowell
 
Precision Products Dalton Ga High Precision Parts
Precision Products Dalton Ga High Precision PartsPrecision Products Dalton Ga High Precision Parts
Precision Products Dalton Ga High Precision PartsPrecision Products Inc
 
Development of strategy for the e pub library of wu
Development  of strategy for the e pub library of wuDevelopment  of strategy for the e pub library of wu
Development of strategy for the e pub library of wuRoom to Read
 
Rethinking Our Jobs: Toward a New Kind of Academic Library
Rethinking Our Jobs: Toward a New Kind of Academic Library Rethinking Our Jobs: Toward a New Kind of Academic Library
Rethinking Our Jobs: Toward a New Kind of Academic Library Karen S Calhoun
 
Mod 6 class2
Mod 6 class2Mod 6 class2
Mod 6 class2growell
 
Mod 5 Class 2 Final
Mod 5 Class 2 FinalMod 5 Class 2 Final
Mod 5 Class 2 Finalgrowell
 
A database design_report_for_college_library final
A database design_report_for_college_library finalA database design_report_for_college_library final
A database design_report_for_college_library finalSaira Iqbal
 
Library Management system Database queries
Library Management system Database queriesLibrary Management system Database queries
Library Management system Database queriesreshmajohney
 
library management system in SQL
library management system in SQLlibrary management system in SQL
library management system in SQLfarouq umar
 

Destacado (9)

Wmla References
Wmla ReferencesWmla References
Wmla References
 
Precision Products Dalton Ga High Precision Parts
Precision Products Dalton Ga High Precision PartsPrecision Products Dalton Ga High Precision Parts
Precision Products Dalton Ga High Precision Parts
 
Development of strategy for the e pub library of wu
Development  of strategy for the e pub library of wuDevelopment  of strategy for the e pub library of wu
Development of strategy for the e pub library of wu
 
Rethinking Our Jobs: Toward a New Kind of Academic Library
Rethinking Our Jobs: Toward a New Kind of Academic Library Rethinking Our Jobs: Toward a New Kind of Academic Library
Rethinking Our Jobs: Toward a New Kind of Academic Library
 
Mod 6 class2
Mod 6 class2Mod 6 class2
Mod 6 class2
 
Mod 5 Class 2 Final
Mod 5 Class 2 FinalMod 5 Class 2 Final
Mod 5 Class 2 Final
 
A database design_report_for_college_library final
A database design_report_for_college_library finalA database design_report_for_college_library final
A database design_report_for_college_library final
 
Library Management system Database queries
Library Management system Database queriesLibrary Management system Database queries
Library Management system Database queries
 
library management system in SQL
library management system in SQLlibrary management system in SQL
library management system in SQL
 

Similar a The role of libraries in data exchange

Where is the opportunity for libraries in the collaborative data infrastructure?
Where is the opportunity for libraries in the collaborative data infrastructure?Where is the opportunity for libraries in the collaborative data infrastructure?
Where is the opportunity for libraries in the collaborative data infrastructure?LIBER Europe
 
Research Data Sharing LERU
Research Data Sharing LERU Research Data Sharing LERU
Research Data Sharing LERU LIBER Europe
 
The Dryad Digital Repository: Published data as part of the greater data ecos...
The Dryad Digital Repository: Published data as part of the greater data ecos...The Dryad Digital Repository: Published data as part of the greater data ecos...
The Dryad Digital Repository: Published data as part of the greater data ecos...Hilmar Lapp
 
The challenge of sharing data well, how publishers can help
The challenge of sharing data well, how publishers can helpThe challenge of sharing data well, how publishers can help
The challenge of sharing data well, how publishers can helpVarsha Khodiyar
 
Scientific Data and peer review session at Dryad event, May 2015
Scientific Data and peer review session at Dryad event, May 2015 Scientific Data and peer review session at Dryad event, May 2015
Scientific Data and peer review session at Dryad event, May 2015 Susanna-Assunta Sansone
 
A Data Citation Roadmap for Scholarly Data Repositories
A Data Citation Roadmap for Scholarly Data RepositoriesA Data Citation Roadmap for Scholarly Data Repositories
A Data Citation Roadmap for Scholarly Data RepositoriesLIBER Europe
 
Linked data and the future of scientific publishing
Linked data and the future of scientific publishingLinked data and the future of scientific publishing
Linked data and the future of scientific publishingBradley Allen
 
A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...
A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...
A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...Phoenix Bioinformatics
 
Measuring electronic resource availability final version
Measuring electronic resource availability final versionMeasuring electronic resource availability final version
Measuring electronic resource availability final versionSanjeet Mann
 
NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...
NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...
NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...aschwarzman
 
Data sharing as part of the research ecosystem
Data sharing as part of the research ecosystemData sharing as part of the research ecosystem
Data sharing as part of the research ecosystemVarsha Khodiyar
 
SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...
SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...
SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...Susanna-Assunta Sansone
 
Bibliographic Management Practices & Scientific Literature Usage
Bibliographic Management Practices & Scientific Literature UsageBibliographic Management Practices & Scientific Literature Usage
Bibliographic Management Practices & Scientific Literature UsageIan Palmer
 
Preserving the Inputs and Outputs of Scholarship
Preserving the Inputs and Outputs of ScholarshipPreserving the Inputs and Outputs of Scholarship
Preserving the Inputs and Outputs of Scholarshiptsbbbu
 
FAIR Data Management and FAIR Data Sharing
FAIR Data Management and FAIR Data SharingFAIR Data Management and FAIR Data Sharing
FAIR Data Management and FAIR Data SharingMerce Crosas
 
Networked Science, And Integrating with Dataverse
Networked Science, And Integrating with DataverseNetworked Science, And Integrating with Dataverse
Networked Science, And Integrating with DataverseAnita de Waard
 
FAIRsharing presentation to IUPAC Workshop
FAIRsharing presentation to IUPAC WorkshopFAIRsharing presentation to IUPAC Workshop
FAIRsharing presentation to IUPAC WorkshopPeter McQuilton
 
Managing the research life cycle
Managing the research life cycleManaging the research life cycle
Managing the research life cycleSherry Lake
 

Similar a The role of libraries in data exchange (20)

Where is the opportunity for libraries in the collaborative data infrastructure?
Where is the opportunity for libraries in the collaborative data infrastructure?Where is the opportunity for libraries in the collaborative data infrastructure?
Where is the opportunity for libraries in the collaborative data infrastructure?
 
Research Data Sharing LERU
Research Data Sharing LERU Research Data Sharing LERU
Research Data Sharing LERU
 
The Dryad Digital Repository: Published data as part of the greater data ecos...
The Dryad Digital Repository: Published data as part of the greater data ecos...The Dryad Digital Repository: Published data as part of the greater data ecos...
The Dryad Digital Repository: Published data as part of the greater data ecos...
 
The challenge of sharing data well, how publishers can help
The challenge of sharing data well, how publishers can helpThe challenge of sharing data well, how publishers can help
The challenge of sharing data well, how publishers can help
 
NISO Webinar: What is In, What is Out, and What Do We Do About it? on Handlin...
NISO Webinar: What is In, What is Out, and What Do We Do About it? on Handlin...NISO Webinar: What is In, What is Out, and What Do We Do About it? on Handlin...
NISO Webinar: What is In, What is Out, and What Do We Do About it? on Handlin...
 
Scientific Data and peer review session at Dryad event, May 2015
Scientific Data and peer review session at Dryad event, May 2015 Scientific Data and peer review session at Dryad event, May 2015
Scientific Data and peer review session at Dryad event, May 2015
 
A Data Citation Roadmap for Scholarly Data Repositories
A Data Citation Roadmap for Scholarly Data RepositoriesA Data Citation Roadmap for Scholarly Data Repositories
A Data Citation Roadmap for Scholarly Data Repositories
 
Linked data and the future of scientific publishing
Linked data and the future of scientific publishingLinked data and the future of scientific publishing
Linked data and the future of scientific publishing
 
NISO Forum, Denver, Sept. 24, 2012: DataCite and Campus Data Services
NISO Forum, Denver, Sept. 24, 2012: DataCite and Campus Data ServicesNISO Forum, Denver, Sept. 24, 2012: DataCite and Campus Data Services
NISO Forum, Denver, Sept. 24, 2012: DataCite and Campus Data Services
 
A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...
A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...
A Few Simple Things Authors Can Do to Make Their Data More Discoverable and R...
 
Measuring electronic resource availability final version
Measuring electronic resource availability final versionMeasuring electronic resource availability final version
Measuring electronic resource availability final version
 
NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...
NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...
NISO-NFAIS Supplemental Journal Article Materials Working Group: An Update o...
 
Data sharing as part of the research ecosystem
Data sharing as part of the research ecosystemData sharing as part of the research ecosystem
Data sharing as part of the research ecosystem
 
SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...
SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...
SciDataCon 2014 Data Papers and their applications workshop - NPG Scientific ...
 
Bibliographic Management Practices & Scientific Literature Usage
Bibliographic Management Practices & Scientific Literature UsageBibliographic Management Practices & Scientific Literature Usage
Bibliographic Management Practices & Scientific Literature Usage
 
Preserving the Inputs and Outputs of Scholarship
Preserving the Inputs and Outputs of ScholarshipPreserving the Inputs and Outputs of Scholarship
Preserving the Inputs and Outputs of Scholarship
 
FAIR Data Management and FAIR Data Sharing
FAIR Data Management and FAIR Data SharingFAIR Data Management and FAIR Data Sharing
FAIR Data Management and FAIR Data Sharing
 
Networked Science, And Integrating with Dataverse
Networked Science, And Integrating with DataverseNetworked Science, And Integrating with Dataverse
Networked Science, And Integrating with Dataverse
 
FAIRsharing presentation to IUPAC Workshop
FAIRsharing presentation to IUPAC WorkshopFAIRsharing presentation to IUPAC Workshop
FAIRsharing presentation to IUPAC Workshop
 
Managing the research life cycle
Managing the research life cycleManaging the research life cycle
Managing the research life cycle
 

Más de LIBER Europe

LIBER Europe Covid-19 Research Libraries Survey - December 2020
LIBER Europe Covid-19 Research Libraries Survey - December 2020LIBER Europe Covid-19 Research Libraries Survey - December 2020
LIBER Europe Covid-19 Research Libraries Survey - December 2020LIBER Europe
 
LIBER Webinar: Turning FAIR Data Into Reality
LIBER Webinar: Turning FAIR Data Into RealityLIBER Webinar: Turning FAIR Data Into Reality
LIBER Webinar: Turning FAIR Data Into RealityLIBER Europe
 
Copyright Reform: EU Legislative Process & LIBER Advocacy
Copyright Reform: EU Legislative Process & LIBER AdvocacyCopyright Reform: EU Legislative Process & LIBER Advocacy
Copyright Reform: EU Legislative Process & LIBER AdvocacyLIBER Europe
 
LIBER Webinar: Supporting Data Literacy
LIBER Webinar: Supporting Data LiteracyLIBER Webinar: Supporting Data Literacy
LIBER Webinar: Supporting Data LiteracyLIBER Europe
 
Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...
Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...
Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...LIBER Europe
 
Growing a Culture for Change at The University of Manchester Library. Penny H...
Growing a Culture for Change at The University of Manchester Library. Penny H...Growing a Culture for Change at The University of Manchester Library. Penny H...
Growing a Culture for Change at The University of Manchester Library. Penny H...LIBER Europe
 
Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...
Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...
Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...LIBER Europe
 
The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...
The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...
The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...LIBER Europe
 
The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...
The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...
The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...LIBER Europe
 
LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P...
 LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P... LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P...
LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P...LIBER Europe
 
From Open Access to Open Data: Collaborative Work in the University Libraries...
From Open Access to Open Data: Collaborative Work in the University Libraries...From Open Access to Open Data: Collaborative Work in the University Libraries...
From Open Access to Open Data: Collaborative Work in the University Libraries...LIBER Europe
 
The Perks and Challenges of Drawing Maps and Walking at the Same Time
The Perks and Challenges of Drawing Maps and Walking at the Same TimeThe Perks and Challenges of Drawing Maps and Walking at the Same Time
The Perks and Challenges of Drawing Maps and Walking at the Same TimeLIBER Europe
 
TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...
TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...
TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...LIBER Europe
 
Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...
Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...
Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...LIBER Europe
 
Adoption and Integration of Persistent Identifiers in European Research Infor...
Adoption and Integration of Persistent Identifiers in European Research Infor...Adoption and Integration of Persistent Identifiers in European Research Infor...
Adoption and Integration of Persistent Identifiers in European Research Infor...LIBER Europe
 
Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...
Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...
Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...LIBER Europe
 
COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...
COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...
COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...LIBER Europe
 
Enabling the Exchange and use of Data in Agriculture
Enabling the Exchange and use of Data in AgricultureEnabling the Exchange and use of Data in Agriculture
Enabling the Exchange and use of Data in AgricultureLIBER Europe
 
GDPR - Thoughts on the EU Data Protection Regulation, Research and Libraries
GDPR - Thoughts on the EU Data Protection Regulation, Research and LibrariesGDPR - Thoughts on the EU Data Protection Regulation, Research and Libraries
GDPR - Thoughts on the EU Data Protection Regulation, Research and LibrariesLIBER Europe
 
Research Data Services and Data Collections: Library Synergies for Economic R...
Research Data Services and Data Collections: Library Synergies for Economic R...Research Data Services and Data Collections: Library Synergies for Economic R...
Research Data Services and Data Collections: Library Synergies for Economic R...LIBER Europe
 

Más de LIBER Europe (20)

LIBER Europe Covid-19 Research Libraries Survey - December 2020
LIBER Europe Covid-19 Research Libraries Survey - December 2020LIBER Europe Covid-19 Research Libraries Survey - December 2020
LIBER Europe Covid-19 Research Libraries Survey - December 2020
 
LIBER Webinar: Turning FAIR Data Into Reality
LIBER Webinar: Turning FAIR Data Into RealityLIBER Webinar: Turning FAIR Data Into Reality
LIBER Webinar: Turning FAIR Data Into Reality
 
Copyright Reform: EU Legislative Process & LIBER Advocacy
Copyright Reform: EU Legislative Process & LIBER AdvocacyCopyright Reform: EU Legislative Process & LIBER Advocacy
Copyright Reform: EU Legislative Process & LIBER Advocacy
 
LIBER Webinar: Supporting Data Literacy
LIBER Webinar: Supporting Data LiteracyLIBER Webinar: Supporting Data Literacy
LIBER Webinar: Supporting Data Literacy
 
Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...
Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...
Applying Bourdieu's Field Theory to MLS Curricula Development. Charlotte Nord...
 
Growing a Culture for Change at The University of Manchester Library. Penny H...
Growing a Culture for Change at The University of Manchester Library. Penny H...Growing a Culture for Change at The University of Manchester Library. Penny H...
Growing a Culture for Change at The University of Manchester Library. Penny H...
 
Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...
Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...
Knowledge Exchange Consensus: Monitoring of Open Access Publications and Cost...
 
The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...
The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...
The GND initiative 2017-2021: Developing a Backbone for the Web of Cultural a...
 
The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...
The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...
The Role of Libraries in the Adoption of Research Data Management. Ingeborg V...
 
LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P...
 LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P... LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P...
LibChain – Open, Verifiable and Anonymous Access Management. Juan Cabello, P...
 
From Open Access to Open Data: Collaborative Work in the University Libraries...
From Open Access to Open Data: Collaborative Work in the University Libraries...From Open Access to Open Data: Collaborative Work in the University Libraries...
From Open Access to Open Data: Collaborative Work in the University Libraries...
 
The Perks and Challenges of Drawing Maps and Walking at the Same Time
The Perks and Challenges of Drawing Maps and Walking at the Same TimeThe Perks and Challenges of Drawing Maps and Walking at the Same Time
The Perks and Challenges of Drawing Maps and Walking at the Same Time
 
TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...
TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...
TIB AV-Portal: Semantic Content Mining with Semi-Automatic Metadata Editing. ...
 
Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...
Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...
Text and Data Mining : Making the Most of a Copyright Exception. Julien Roche...
 
Adoption and Integration of Persistent Identifiers in European Research Infor...
Adoption and Integration of Persistent Identifiers in European Research Infor...Adoption and Integration of Persistent Identifiers in European Research Infor...
Adoption and Integration of Persistent Identifiers in European Research Infor...
 
Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...
Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...
Digital Humanities Clinics – Leading Dutch Librarians into DH. Lotte Wilms, N...
 
COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...
COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...
COUNTER Standards for Open Access: The Value of Measuring/The Measuring of Va...
 
Enabling the Exchange and use of Data in Agriculture
Enabling the Exchange and use of Data in AgricultureEnabling the Exchange and use of Data in Agriculture
Enabling the Exchange and use of Data in Agriculture
 
GDPR - Thoughts on the EU Data Protection Regulation, Research and Libraries
GDPR - Thoughts on the EU Data Protection Regulation, Research and LibrariesGDPR - Thoughts on the EU Data Protection Regulation, Research and Libraries
GDPR - Thoughts on the EU Data Protection Regulation, Research and Libraries
 
Research Data Services and Data Collections: Library Synergies for Economic R...
Research Data Services and Data Collections: Library Synergies for Economic R...Research Data Services and Data Collections: Library Synergies for Economic R...
Research Data Services and Data Collections: Library Synergies for Economic R...
 

Último

Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...DhatriParmar
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operationalssuser3e220a
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Association for Project Management
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6Vanessa Camilleri
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptxmary850239
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxSayali Powar
 
How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseCeline George
 
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
Unraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptxUnraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptx
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptxDhatriParmar
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQuiz Club NITW
 
Indexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfIndexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfChristalin Nelson
 
Scientific Writing :Research Discourse
Scientific  Writing :Research  DiscourseScientific  Writing :Research  Discourse
Scientific Writing :Research DiscourseAnita GoswamiGiri
 
CHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptxCHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptxAneriPatwari
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxDIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxMichelleTuguinay1
 
Sulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesSulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesVijayaLaxmi84
 

Último (20)

Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operational
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6ICS 2208 Lecture Slide Notes for Topic 6
ICS 2208 Lecture Slide Notes for Topic 6
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
 
How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 Database
 
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
Unraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptxUnraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptx
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
 
Indexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdfIndexing Structures in Database Management system.pdf
Indexing Structures in Database Management system.pdf
 
Scientific Writing :Research Discourse
Scientific  Writing :Research  DiscourseScientific  Writing :Research  Discourse
Scientific Writing :Research Discourse
 
CHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptxCHEST Proprioceptive neuromuscular facilitation.pptx
CHEST Proprioceptive neuromuscular facilitation.pptx
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxDIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
 
Sulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesSulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their uses
 

The role of libraries in data exchange

  • 1. The role of libraries in data exchange Susan Reilly, Twitter:@skreilly IFLA Science & Technology Section, Helsinki, 13th Aug 2012
  • 2. LIBER & the European Research Infrastructure Association of European Research Libraries Our projects: Content Europeana Libraries Europeana Newspapers Policy MEDOANET Infrastructure APARSEN AAA Study ODE
  • 3.
  • 4. Now and Next • Authentication & authorisation • New skills
  • 5. The Opportunities for Data Exchange Project • identify, collate, interpret and deliver evidence of emerging best practices in sharing, re-using, preserving and citing data, the drivers for these changes and barriers impeding progress, in forms suited to each audience • policy makers, funders, infrastructure operators, data centres, data providers and users, libraries and publishers It’s multi- stakeholder!
  • 6. The Data Publication Pyramid (1) Data contained and explained within the article (2) Further data explanations in any kind of supplementary (3) Data files to articles referenced from the article and held in data centers and (4) Data repositories publications, describing available datasets (5) Data in drawers and on disks at the institute
  • 7. Implications for libraries Level of integration Implication for library Data contained within the article  Prepare for adequate preservation strategies Data published in supplementary files to  Presentation and preservation articles mechanisms  Persistent link Datasets referenced from the articles  Citability of dataset  Persistent link  Perpetual access to dataset Data published independently from written  Support publication process publications (“data publication”)  Curation of datasets  Metadata and documentation Data in drawers and on disks at the  Engage in data management institute planning
  • 8. Background  Workshop at LIBER on linking data to publications  Clear need to explore demand and need for new skills 8
  • 9. The Survey • What is the role of libraries in data exchange? • In what areas is the demand for support from researchers? • What skills do libraries need to develop to support researchers in data exchange? • How do we develop these skills ? 9
  • 10. The Survey • Survey sent to circa 800 librarians, 110 respondents • Also sent to AU/US libraries active in this area • Seven criteria: 1. Availability 2. Findability 3. Interpretability 4. Reusability 5. Citability 6. Curation 7. Preservation 10
  • 11. The Results • 81% of respondents see demand for support provision • Supply is nowhere near matching demand e.g.50% said there was a demand to support the writing of data management plans, only 13% provide this support • Only 32% of libraries believe they have the right skills in place to provide support (53% working on developing these skills • The best place for underlying data is in official data repositories and archives (84%) 11
  • 12.
  • 13. Differences with US/AUS libraries More priority for data More manage priority ment for data plans citation Agree that archiving data is most in demand
  • 15. The future of data publishing The best place for underlying data is in official data repositories and archives 84% agree75% US/AUS Publications should always contain links to the underlying research data 74% agree 75% US/AUS Data archives should have a system in place for persistent identifiers that 74% agree properly support citation of datasets 87.5% Research journals should have much stricter editorial policies on data 64% agree availability 25% Underlying data should be part of the peer review process 54% agree 37.5% Underlying data should be cited separately in the reference list 46% agree 37.5% Publishers and editors should only accept in supplements the summary 26% agree datasets that are of direct relevance to the article 12.5% There are not sufficient trustworthy data archives available for authors to +/- ¼ agree deposit their data 24% agree 62.5%
  • 19. What Skills ? 88% of expert libraries see subject expertise as important!
  • 20. Developing Skills W hich me a sure for de ve loping skills do you conside r a ppropria te ? Integrate data management 3% into professional education 1% 28% Data management courses 27% for librarians as continuing professional development Practical literature and guidelines N/A Other (please specify) 41%
  • 21. Ready to ride the wave… ?

Notas del editor

  1. Before we get in to the drivers and barriers for data sharing I would like to ‘share’ 2 things about me with you.. First of all, I am a librarian. I work as project officer for LIBER, which is the Association of European Research Libraries. We have 380 member libraries from all over Europe. Our projects really focus on developing the role of the library as part of the Europeana Research Infrastructure and they fall into 3 main categories.
  2. So, waves and surfing are anaologies that are often used when referring to the data deluge and research data sharing. This report ‘Riding the Wave’ which was written by the High Level Expert Group n Scientific Data in october 2010 talks about how Europe can gain from the rising tide of scientific data.
  3. Called for a frameworkk for collaborative data infrastructure to outline how different stakeholders interact with the data sharing system