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… because good research needs good data




 Introduction to Research Data
Management: activities, roles and
         requirements
                                      Michael Day
                                Digital Curation Centre
                               UKOLN, University of Bath
                                 m.day@ukoln.ac.uk


   This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 UK: Scotland
   License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/2.5/scotland/ ; or,
   (b) send a letter to Creative Commons, 543 Howard Street, 5th Floor, San Francisco, California, 94105, USA.       Funded by:


             11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Outline
 • The researcher perspective
    • Codes of Practice
    • Research funding bodies
 • The institutional perspective
 • Activities, roles and requirements




                                                            Funded by:


          11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



The researcher perspective
 • Managing and sharing data is simply part of good
   research:
    • Adhering to disciplinary and/or institutional codes of practice
      and policies
    • Has been practiced since the advent of modern science, but
      not always consistently; data intensive research makes it
      even more critical
    • Meeting the specific requirements of funding bodies
 • Reputational risks if data management is not handled
   properly
                                                             Funded by:


           11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Research codes of practice (1)
 • UK Research Integrity Office Code of Practice for
   Research (2009)
      Data management planning is an essential part of research
      design
      Organisations should have in place procedures, resources
      (including physical space) and administrative support to
      assist researchers in the accurate and efficient collection of
      data and its storage in a secure and accessible form [3.12.5]




                                                             Funded by:


           11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Research codes of practice (2)
 • RCUK Code of Conduct on the Governance of Good
   Research Conduct (2011)
     Primary data and research evidence [should be made]
     accessible to others for reasonable periods after the
     completion of the research: data should normally be
     preserved and accessible for 10 yrs (in some cases 20 yrs or
     longer)
     Responsibility for proper management and preservation of
     data and primary materials is shared between the researcher
     and the research organisation [although deposit within
     national collections is endorsed]

                                                           Funded by:


         11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Research funding bodies
 • UK Research Councils
   • Help fund some data archives, e.g.:
      • Archaeology Data Service, European Bioinformatics
        Institute, the NERC data centres, UK Data Archive
   • Support for JISC (and DCC)
   • RCUK Common Principles on Data Policy
      • Recognises that data are a critical output of the research
        process
             http://www.rcuk.ac.uk/research/Pages/DataPolicy.aspx



                                                                    Funded by:


          11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



RCUK Principles (in a nutshell)
 •   Publicly funded research data should be made openly available
 •   Data with acknowledged long-term value should be preserved and
     remain accessible and usable for future research
 •   Sufficient metadata should be recorded to enable other researchers to
     find and understand the research to enable re-use; published results
     should always include information on how to access the supporting data
 •   Recognition that there may be legal, ethical and commercial constraints
 •   Recognition that researchers may need privileged use of data for a
     limited period
 •   All users of research data should acknowledge their sources
 •   Appropriate to use public funds to support MRD


                                                                 Funded by:


              11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



EPSRC expectations
 • Roadmap approved May 2012; compliance by May
   2015
     Appropriate metadata (including unique IDs) to be made freely
     available on the Internet within 12 months of data generation
     Data not generated in digital format should be stored in a manner to
     facilitate it being shared
     Data should be securely preserved for a minimum of 10 years after
     privileged access expires or the last date access was requested by
     a third party
     Adequate resources from existing funding streams
     EPSRC will monitor progress and compliance, and reserves the
     right to impose appropriate sanctions
                                                              Funded by:


          11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Implications for researchers
 •   Increasing number of research councils and funding bodies with data
     management and sharing requirements
 •   Potential loss of research income if these mandates are not met
 •   Need to determine the costs associated with short and longer-term
     management and curation and to request funds as part of grant
 •   Responsibility for infrastructure shifting more to HEIs and less to
     centralised data archives, but institutional infrastructures and services
     are still emerging
 •   Need guidance - some good external support
 •   But also need more local support; often fragmented (need to draw upon
     existing channels within your institution wherever possible)

                                                                     Funded by:


              11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Institutional drivers
 • Safeguarding research integrity
 • Increasing number of FOI requests for data
 • Adhering to existing codes of research practice and ethics
 • Developing new institution-wide strategies, policies and services
   for data storage and management
 • Increased institutional focus on research management (e.g., in
   response to REF)
 • Benchmarking – self-assessing infrastructure and planning for
   improvement
 • More demands but less resources to work with

                                                              Funded by:


            11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Activities, roles, requirements (1)
 • Requirements gathering
    • Identifying researchers’ data requirements
    • Developing a shared understanding of what needs to be
      done (e.g., identifying where data exist, its form and scale,
      any existing retention requirements)
    • Identifying good practice within the institution (and the
      opposite)
    • Methods: surveys, focus groups, case studies, joint R&D
      projects, assessment tools (e.g. DAF)



                                                             Funded by:


           11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Activities, roles, requirements (2)
 • Identifying motivations and benefits
    • For researchers, support services, the institution
 • Identifying risks
    • Data loss (institution, research group, individual)
    • Increased costs (lack of planning, service inefficiency, data
      loss)
    • Legal compliance (research funder, H&S, ethics, FoI)
    • Reputation (institution, unit, individual)
 • Identifying costs
    • Keeping Research Data Safe (KRDS) toolkit
                                                             Funded by:


           11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Activities, roles, requirements (3)
 • Assessing institutional preparedness
    • Identifying institutional stakeholders, existing data support services,
      gaps
    • Benchmarking and planning for the future
    • Skills audit
    • CARDIO tool
 • Policy development
    • Policies – approval by senior management is just the start; policies
      need to be embedded in research practice and responsive to
      changing requirements
 • Data management planning
    • DMP online, DCC How-to Develop a Data Management Plan guide
                                                                  Funded by:


            11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Activities, roles, requirements (4)
 • Implementation and service development
    • Integrating where possible with existing services, e.g. IR,
      CRIS, VRE, HPC, cloud services, social media, etc.
    • Appraisal, deciding what needs to be kept and for how long
    • Storage choices – no one-size-fits-all solution, e.g. Bristol’s
      BluePeta petascale storage facility, Bath’s X-Drive approach,
      cloud approaches
    • Data documentation and metadata – layered approaches:
      top-level discovery (core metadata, collection/experiment-
      level?), role of standards like DCMI, CERIF, DDI, etc.


                                                             Funded by:


           11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data



Activities, roles, requirements (5)
 • Data issues:
    • Appraisal: selection criteria, retention periods (who decides?)
        • DCC How to appraise and select research data for
          curation guide
    • Documentation: metadata, schema, semantics
    • Formats: proprietary formats, community standards, etc.
    • Provenance and authenticity
    • Citation (assignment of persistent IDs?)
    • Access (embargo policies?)
    • Licensing
        • DCC How to license research data guide
                                                             Funded by:


           11th DCC Regional Roadshow, London, 22 May 2012
… because good research needs good data




Thank-you. Any questions?

                                   Michael Day
                             Digital Curation Centre
                            UKOLN, University of Bath
                              m.day@ukoln.ac.uk


This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 UK: Scotland
License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/2.5/scotland/ ; or,
(b) send a letter to Creative Commons, 543 Howard Street, 5th Floor, San Francisco, California, 94105, USA.       Funded by:


          11th DCC Regional Roadshow, London, 22 May 2012

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Introduction to Research Data Management: activities, roles and requirements

  • 1. … because good research needs good data Introduction to Research Data Management: activities, roles and requirements Michael Day Digital Curation Centre UKOLN, University of Bath [email protected] This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 UK: Scotland License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/2.5/scotland/ ; or, (b) send a letter to Creative Commons, 543 Howard Street, 5th Floor, San Francisco, California, 94105, USA. Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 2. … because good research needs good data Outline • The researcher perspective • Codes of Practice • Research funding bodies • The institutional perspective • Activities, roles and requirements Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 3. … because good research needs good data The researcher perspective • Managing and sharing data is simply part of good research: • Adhering to disciplinary and/or institutional codes of practice and policies • Has been practiced since the advent of modern science, but not always consistently; data intensive research makes it even more critical • Meeting the specific requirements of funding bodies • Reputational risks if data management is not handled properly Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 4. … because good research needs good data Research codes of practice (1) • UK Research Integrity Office Code of Practice for Research (2009) Data management planning is an essential part of research design Organisations should have in place procedures, resources (including physical space) and administrative support to assist researchers in the accurate and efficient collection of data and its storage in a secure and accessible form [3.12.5] Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 5. … because good research needs good data Research codes of practice (2) • RCUK Code of Conduct on the Governance of Good Research Conduct (2011) Primary data and research evidence [should be made] accessible to others for reasonable periods after the completion of the research: data should normally be preserved and accessible for 10 yrs (in some cases 20 yrs or longer) Responsibility for proper management and preservation of data and primary materials is shared between the researcher and the research organisation [although deposit within national collections is endorsed] Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 6. … because good research needs good data Research funding bodies • UK Research Councils • Help fund some data archives, e.g.: • Archaeology Data Service, European Bioinformatics Institute, the NERC data centres, UK Data Archive • Support for JISC (and DCC) • RCUK Common Principles on Data Policy • Recognises that data are a critical output of the research process http://www.rcuk.ac.uk/research/Pages/DataPolicy.aspx Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 7. … because good research needs good data RCUK Principles (in a nutshell) • Publicly funded research data should be made openly available • Data with acknowledged long-term value should be preserved and remain accessible and usable for future research • Sufficient metadata should be recorded to enable other researchers to find and understand the research to enable re-use; published results should always include information on how to access the supporting data • Recognition that there may be legal, ethical and commercial constraints • Recognition that researchers may need privileged use of data for a limited period • All users of research data should acknowledge their sources • Appropriate to use public funds to support MRD Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 8. … because good research needs good data EPSRC expectations • Roadmap approved May 2012; compliance by May 2015 Appropriate metadata (including unique IDs) to be made freely available on the Internet within 12 months of data generation Data not generated in digital format should be stored in a manner to facilitate it being shared Data should be securely preserved for a minimum of 10 years after privileged access expires or the last date access was requested by a third party Adequate resources from existing funding streams EPSRC will monitor progress and compliance, and reserves the right to impose appropriate sanctions Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 9. … because good research needs good data Implications for researchers • Increasing number of research councils and funding bodies with data management and sharing requirements • Potential loss of research income if these mandates are not met • Need to determine the costs associated with short and longer-term management and curation and to request funds as part of grant • Responsibility for infrastructure shifting more to HEIs and less to centralised data archives, but institutional infrastructures and services are still emerging • Need guidance - some good external support • But also need more local support; often fragmented (need to draw upon existing channels within your institution wherever possible) Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 10. … because good research needs good data Institutional drivers • Safeguarding research integrity • Increasing number of FOI requests for data • Adhering to existing codes of research practice and ethics • Developing new institution-wide strategies, policies and services for data storage and management • Increased institutional focus on research management (e.g., in response to REF) • Benchmarking – self-assessing infrastructure and planning for improvement • More demands but less resources to work with Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 11. … because good research needs good data Activities, roles, requirements (1) • Requirements gathering • Identifying researchers’ data requirements • Developing a shared understanding of what needs to be done (e.g., identifying where data exist, its form and scale, any existing retention requirements) • Identifying good practice within the institution (and the opposite) • Methods: surveys, focus groups, case studies, joint R&D projects, assessment tools (e.g. DAF) Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 12. … because good research needs good data Activities, roles, requirements (2) • Identifying motivations and benefits • For researchers, support services, the institution • Identifying risks • Data loss (institution, research group, individual) • Increased costs (lack of planning, service inefficiency, data loss) • Legal compliance (research funder, H&S, ethics, FoI) • Reputation (institution, unit, individual) • Identifying costs • Keeping Research Data Safe (KRDS) toolkit Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 13. … because good research needs good data Activities, roles, requirements (3) • Assessing institutional preparedness • Identifying institutional stakeholders, existing data support services, gaps • Benchmarking and planning for the future • Skills audit • CARDIO tool • Policy development • Policies – approval by senior management is just the start; policies need to be embedded in research practice and responsive to changing requirements • Data management planning • DMP online, DCC How-to Develop a Data Management Plan guide Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 14. … because good research needs good data Activities, roles, requirements (4) • Implementation and service development • Integrating where possible with existing services, e.g. IR, CRIS, VRE, HPC, cloud services, social media, etc. • Appraisal, deciding what needs to be kept and for how long • Storage choices – no one-size-fits-all solution, e.g. Bristol’s BluePeta petascale storage facility, Bath’s X-Drive approach, cloud approaches • Data documentation and metadata – layered approaches: top-level discovery (core metadata, collection/experiment- level?), role of standards like DCMI, CERIF, DDI, etc. Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 15. … because good research needs good data Activities, roles, requirements (5) • Data issues: • Appraisal: selection criteria, retention periods (who decides?) • DCC How to appraise and select research data for curation guide • Documentation: metadata, schema, semantics • Formats: proprietary formats, community standards, etc. • Provenance and authenticity • Citation (assignment of persistent IDs?) • Access (embargo policies?) • Licensing • DCC How to license research data guide Funded by: 11th DCC Regional Roadshow, London, 22 May 2012
  • 16. … because good research needs good data Thank-you. Any questions? Michael Day Digital Curation Centre UKOLN, University of Bath [email protected] This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 UK: Scotland License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/2.5/scotland/ ; or, (b) send a letter to Creative Commons, 543 Howard Street, 5th Floor, San Francisco, California, 94105, USA. Funded by: 11th DCC Regional Roadshow, London, 22 May 2012