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Preparing Your Research
Material for the Future
Slides provided by the Research Support
Team, IT Services, University of Oxford
What You Can Do Now to Avoid
Problems Later
Research data?
What sort of material are we talking about?
“A reinterpretable representation of information in a formalized
manner suitable for communication, interpretation, or processing.”
Digital Curation Centre
Preparing your research
material for the future
Slide adapted from
the PrePARe Project
What sort of material are we talking about?
“A reinterpretable representation of information in a formalized
manner suitable for communication, interpretation, or processing.”
Digital Curation Centre
Preparing your research
material for the future
Slide adapted from
the PrePARe Project
What sort of material are we talking about?
Any information you use in your
research
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
What is research data management?
Storage
Organizing
Preservation
Documenting
Sharing
Choosing
technology
Versioning
Structuring
Backing up
Curation
Security
Preparing your research
material for the future
Thinking ahead is vital
 Easy to think of long term data
management as only relevant to the end
of a project
 But many aspects of it
need planning from the
beginning
Preparing your research
material for the future
Carrots and sticks
 Work efficiently and
with minimum hassle
over the lifetime of
the project
 Save time and avoid
problems in the future
 Make it easy to share
your data
 University of Oxford
Policy on the
Management of
Research Data and
Records
 Funding body
requirements
Preparing your research
material for the future
University of Oxford policy
Introduced July 2012
Preparing your research
material for the future
University of Oxford policy
 The full policy can be viewed on the Research
Data Oxford website
 Covers the information needed ‘to support or
validate a research project’s observations,
findings or outputs’
 Research data should be:
 Accurate, complete, identifiable,
retrievable, and securely stored
 Able to be made available to others
Preparing your research
material for the future
University of Oxford policy
 Research data should be retained for ‘as long as they
are of continuing value to the researcher and the wider
research community’ – but a minimum of three years
 Specific requirements from funders take precedence
 Researchers are responsible for:
 Developing and documenting clear data management
procedures
 Planning for the ongoing custodianship of their data
 Ensuring legal, ethical, and funding body requirements
are met
Preparing your research
material for the future
Funders’ requirements
 Funding bodies are taking an increasing
interest in what happens to research data
 You may be required to make your data
publicly available at the end of a project
 Many funders require a data management plan
as part of grant applications
 RDO website provides a
summary of requirements
Preparing your research
material for the future
AHRC requirements
 If digital outputs planned, a Technical Plan
must be submitted with funding application
 Digital outputs must be available via an
‘appropriate repository’ for at least three years
after project
Preparing your research
material for the future
Why share material? Enable reuse
 Reduces duplication of
effort
 Allows public research
funding to be used more
effectively
 Use in contexts not
currently envisaged
 Extend research beyond
your discipline
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Why share material? Boost reputation
 Get credit for high quality
research
 Recognition for contribution
to research community
 Open data leads to increased
citations
 Of the data itself
 Of associated papers
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Why share material? Be a trailblazer!
 A paradigm shift in how research outputs are
viewed is occurring
 Data outputs are of increasing importance –
and are likely to become even more so
 Major journals are increasingly
looking to publish datasets
alongside articles
 Be at the forefront of an
important shift in the
academic world
Preparing your research
material for the future
What to consider sharing
 Newly digitized or transcribed material
 Collected or structured material – e.g.
databases
 Marked up texts or annotated
source materials
 Newly generated material
 Anything else with possible
reuse value
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et. Donec fermentum tempus
erat nec mollis. Mauris .
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tempus dictum. Morbi laoreet
nulla vitae ante tristique.
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fermentum condimentum.
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blandit. Fusce commodo
condimentum risus nec
tempus. Nunc vitae eros eget
sapien euismod tempor.
Aliquam ac faucibus lorem,
eget fermentum nunc.
Preparing your research
material for the future
DOCUMENTATION AND
METADATA
Preparing your research
material for the future
Documentation and metadata
 Documentation is the contextual information required
to make material intelligible and aid interpretation
 A users’ guide to your data
 For a whole collection, or specific aspects of it
 Metadata is similar, but usually more structured
 Conforms to set standards
 Machine readable
Preparing your research
material for the future
Make material understandable
What’s obvious
now might not
be in a few
months, years,
decades…
Adapted from ‘Clay Tablets with Linear B Script’ by Dennis, via Flickr: http://www.flickr.com/photos/archer10/5692813531/
MAKE SURE
YOU CAN
UNDERSTAND
IT LATER
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Make material verifiable and reusable
• Detailing methods helps
people understand what
you did
• And helps make your
work reproducible
• Provide context to
minimize the risk of
misunderstanding or
misuse
Image by woodleywonderworks, via Flickr:
http://www.flickr.com/photos/wwworks/4588700881/
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Exercise
 In small groups, look at the sample data sheet
 Imagine you have just downloaded this dataset from an
archive
 What contextual or explanatory information is missing?
 Anything odd about the data that needs clarifying?
 What additional documentation would
you like to see supplied
 About specific items of information?
 About the whole data collection?
Preparing your research
material for the future
• Who created it, when and why
• Description of the item
• Methodology and methods
• Units of measurement
• Definitions of jargon, acronyms and code
• References to related data
Documentation – what to include
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Also worth thinking about…
 File names and folder structures
 Are these consistent?
 Do they help you and others navigate easily?
 Version information
 Are you recording this?
 Is it clear which is the most
recent version of a file?
Preparing your research
material for the future
Metadata – data about data
 A formal,
structured
description
of a dataset
 Used by
archives
to create
catalogue
records
Missing metadata – or the riddle of the
sixth toe
 This painting shows
Georgiana, Duchess of
Devonshire as Diana
 … or maybe Cynthia
 She has six toes – but
no one knows why
Public domain image from Wikimedia Commons:
http://commons.wikimedia.org/wiki/File:Georgiana_Cavendish,_Duchess_of_Devonshire_as_Diana.jpg
Preparing your research
material for the future
For discussion
 What data
management
challenges have you
encountered?
 What strategies have
you personally found
useful?
Preparing your research
material for the future
KEEPING YOUR DATA SAFE
Preparing your research
material for the future
http://blogs.ch.cam.ac.uk/pmr/2011/08/01/why-you-need-a-data-management-plan/
You can only
preserve what
you still have…
Slide adapted from
the PrePARe Project
… and backing
up is easier
than replacing
lost data
Preparing your research
material for the future
Make multiple copies…
…and keep them in different places
Automate the
process if you can
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
IT Services: Data Back-up on the HFS
 HFS is Oxford’s central back-up and archiving
service
 Free of charge to University staff and
postgraduates
 Automated back-ups of machines connected to
University network
 Copies kept in multiple places
Preparing your research
material for the future
Think about your storage media…
… and about file formats
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Data security
 If you’re working with sensitive data, it’s
essential to ensure that every copy kept has
appropriate security
 InfoSec at IT Services can provide advice –
see https://www.infosec.ox.ac.uk/ for more
details
Preparing your research
material for the future
WHAT HAPPENS AT THE END
OF THE PROJECT?
Preparing your research
material for the future
Preserving research material
 Copy on personal computer
 Convenient for own use – but no sharing
means no impact
 Personal or project website
 Great – but sustainability
needs some planning
 Deposit with a suitable
archive or repository
Preparing your research
material for the future
Repositories and archives
 A secure long-term home
for reusable material
 Make material citeable
 E.g. via a DOI
 Embargos or other
access restrictions
usually possible
Preparing your research
material for the future
Repositories and archives
 Key humanities repositories include:
 UK Data Archive
 Archaeology Data Service
 Oxford Text Archive
 Re3Data.org offers a
searchable catalogue
of repositories
Preparing your research
material for the future
ORA-Data
 University of Oxford’s institutional data archive
 Currently in pilot phase
 Long term preservation
for Oxford research
datasets without
another natural home
Preparing your research
material for the future
ORA-Data
 Also a catalogue of Oxford-created data
 Researchers depositing elsewhere strongly
encouraged to add a record to ORA-Data
Preparing your research
material for the future
http://ox.libguides.com/
about-ora-data
Figshare – a DIY option
 Free online sharing platform for data and other
research objects
 Shared items allocated a DataCite DOI
 A possible alternative to conventional repositories
 If no suitable
repository is available
 If you need a way of
sharing in a hurry
Preparing your research
material for the future
Data sharing – concerns
 Ethical and legal concerns
 Confidential or sensitive data
 Third party data
 Professional concerns
 Intended publication
 Commercial issues
 Planning with sharing in mind from the
beginning can help alleviate problems
Preparing your research
material for the future
• Redact or embargo if there is good reason
Share – but maybe not everything
Slide adapted from
the PrePARe Project
Preparing your research
material for the future
Video by NYU Health Sciences Libraries: http://www.youtube.com/watch?v=N2zK3sAtr-4
Preparing your research
material for the future
Data licensing
 A licence clarifies the conditions for accessing
and making use of a dataset
 Lets users know
 What’s allowed without asking further
permission
 How to cite the work
 Specific requests to go beyond the
terms of the licence can still be made
Preparing your research
material for the future
Data licences - examples
 Creative Common licences
 Widely used and recognized
 Six different flavours, plus CC0
public domain dedication
 Open Data Commons
 Specifically designed for datasets
 Recognizes the structure/content
distinction for databases
Preparing your research
material for the future
Data licensing - guidance
 ‘How to License Research Data’
 A guide from the Digital Curation Centre
http://www.dcc.ac.uk/resources/how-guides/license-research-data
Preparing your research
material for the future
DATA MANAGEMENT
PLANNING
Preparing your research
material for the future
Data management plans
 Ideally created in the early stages of a project
 While planning, applying for funding, or setting up
 An initial plan may be expanded later
 Details plans and expectations for data
 Nature of data and its creation or
acquisition
 Storage and security
 Preservation and sharing
Preparing your research
material for the future
Exercise
 Have a go at drafting a data management plan
for your own research
 If there are questions you can’t answer at this
stage, make a note of
 What you need to find out
 Decisions you need to make
Preparing your research
material for the future
DMP Online
 Create a data
management plan
using the DMP
Online tool
 Developed by the
DCC – a national
service providing
advice and
resources
https://dmponline.dcc.ac.uk/
http://www.dcc.ac.uk/
Preparing your research
material for the future
‘In preparing for
battle, I have always
found that plans are
useless but planning
is indispensable.’
Dwight D. Eisenhower
Preparing your research
material for the future
FURTHER INFORMATION AND
RESOURCES
Preparing your research
material for the future
Research Data Oxford website
 Oxford’s central
advisory website
 University policy
is available
 Questions?
Email
researchdata
@ox.ac.uk
http://researchdata.ox.ac.uk/
Preparing your research
material for the future
IT Services: Research Support Team
 Can assist with technical aspects of research
projects at all stages of the project lifecycle
 Help with DMPs, selecting software or storage,
building a database, etc.
 Meet with someone for a
research data health check
 For more information, see:
http://research.it.ox.ac.uk/
Preparing your research
material for the future
Research Skills Toolkit
 Website and hands-
on workshops
 Find out about:
 Software
 University services
 Tools and
resources for
research http://www.skillstoolkit.ox.ac.uk/
Preparing your research
material for the future
IT Learning Centre
 Over 200 different IT
courses
 Covering software, skills,
and new technologies
 ITLC Portfolio offers
course materials and
other resources
http://portfolio.it.ox.ac.uk/
http://courses.it.ox.ac.uk/
Preparing your research
material for the future
Research Data MANTRA
 Free online
interactive
training modules
 Aimed at
postgraduates
and early career
researchers
http://datalib.edina.ac.uk/mantra/
Preparing your research
material for the future
Any questions?
Preparing your research
material for the future
Ask now, or email us on
researchdata@ox.ac.uk
Slides and handouts available from
http://research.it.ox.ac.uk/rdmcourses
Rights and re-use
 This presentation is part of a series of research data management
training resources prepared by the IT Services Research Support
Team at the University of Oxford
 The slideshow draws on one originally developed during the Oxford-
based DaMaRO Project. Parts of it also draw on teaching materials
produced by the PrePARe Project, DATUM for Health, and DataTrain
Archaeology
 With the exception of clip art used with permission from Microsoft,
commercial logos and trademarks, and images specifically credited
to other sources, the slideshow is made available under a Creative
Commons Attribution Non-Commercial Share-Alike License
 Within the terms of this licence, we actively encourage sharing,
adaptation, and re-use of this material
Preparing your research
material for the future

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Preparing Your Research Material for the Future - 2016-11-16 - Humanities Division, University of Oxford

  • 1. Preparing Your Research Material for the Future Slides provided by the Research Support Team, IT Services, University of Oxford What You Can Do Now to Avoid Problems Later
  • 2. Research data? What sort of material are we talking about? “A reinterpretable representation of information in a formalized manner suitable for communication, interpretation, or processing.” Digital Curation Centre Preparing your research material for the future Slide adapted from the PrePARe Project
  • 3. What sort of material are we talking about? “A reinterpretable representation of information in a formalized manner suitable for communication, interpretation, or processing.” Digital Curation Centre Preparing your research material for the future Slide adapted from the PrePARe Project
  • 4. What sort of material are we talking about? Any information you use in your research Slide adapted from the PrePARe Project Preparing your research material for the future
  • 5. What is research data management? Storage Organizing Preservation Documenting Sharing Choosing technology Versioning Structuring Backing up Curation Security Preparing your research material for the future
  • 6. Thinking ahead is vital  Easy to think of long term data management as only relevant to the end of a project  But many aspects of it need planning from the beginning Preparing your research material for the future
  • 7. Carrots and sticks  Work efficiently and with minimum hassle over the lifetime of the project  Save time and avoid problems in the future  Make it easy to share your data  University of Oxford Policy on the Management of Research Data and Records  Funding body requirements Preparing your research material for the future
  • 8. University of Oxford policy Introduced July 2012 Preparing your research material for the future
  • 9. University of Oxford policy  The full policy can be viewed on the Research Data Oxford website  Covers the information needed ‘to support or validate a research project’s observations, findings or outputs’  Research data should be:  Accurate, complete, identifiable, retrievable, and securely stored  Able to be made available to others Preparing your research material for the future
  • 10. University of Oxford policy  Research data should be retained for ‘as long as they are of continuing value to the researcher and the wider research community’ – but a minimum of three years  Specific requirements from funders take precedence  Researchers are responsible for:  Developing and documenting clear data management procedures  Planning for the ongoing custodianship of their data  Ensuring legal, ethical, and funding body requirements are met Preparing your research material for the future
  • 11. Funders’ requirements  Funding bodies are taking an increasing interest in what happens to research data  You may be required to make your data publicly available at the end of a project  Many funders require a data management plan as part of grant applications  RDO website provides a summary of requirements Preparing your research material for the future
  • 12. AHRC requirements  If digital outputs planned, a Technical Plan must be submitted with funding application  Digital outputs must be available via an ‘appropriate repository’ for at least three years after project Preparing your research material for the future
  • 13. Why share material? Enable reuse  Reduces duplication of effort  Allows public research funding to be used more effectively  Use in contexts not currently envisaged  Extend research beyond your discipline Slide adapted from the PrePARe Project Preparing your research material for the future
  • 14. Why share material? Boost reputation  Get credit for high quality research  Recognition for contribution to research community  Open data leads to increased citations  Of the data itself  Of associated papers Slide adapted from the PrePARe Project Preparing your research material for the future
  • 15. Why share material? Be a trailblazer!  A paradigm shift in how research outputs are viewed is occurring  Data outputs are of increasing importance – and are likely to become even more so  Major journals are increasingly looking to publish datasets alongside articles  Be at the forefront of an important shift in the academic world Preparing your research material for the future
  • 16. What to consider sharing  Newly digitized or transcribed material  Collected or structured material – e.g. databases  Marked up texts or annotated source materials  Newly generated material  Anything else with possible reuse value Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque nec nunc quis neque tempus adipiscing. Maecenas pretium dapibus libero, sit amet pulvinar dolor volutpat et. Donec fermentum tempus erat nec mollis. Mauris . Aenean accumsan lectus in tempus dictum. Morbi laoreet nulla vitae ante tristique. Duis id diam a magna fermentum condimentum. Nunc ut eros ac libero rutrum blandit. Fusce commodo condimentum risus nec tempus. Nunc vitae eros eget sapien euismod tempor. Aliquam ac faucibus lorem, eget fermentum nunc. Preparing your research material for the future
  • 17. DOCUMENTATION AND METADATA Preparing your research material for the future
  • 18. Documentation and metadata  Documentation is the contextual information required to make material intelligible and aid interpretation  A users’ guide to your data  For a whole collection, or specific aspects of it  Metadata is similar, but usually more structured  Conforms to set standards  Machine readable Preparing your research material for the future
  • 19. Make material understandable What’s obvious now might not be in a few months, years, decades… Adapted from ‘Clay Tablets with Linear B Script’ by Dennis, via Flickr: http://www.flickr.com/photos/archer10/5692813531/ MAKE SURE YOU CAN UNDERSTAND IT LATER Slide adapted from the PrePARe Project Preparing your research material for the future
  • 20. Make material verifiable and reusable • Detailing methods helps people understand what you did • And helps make your work reproducible • Provide context to minimize the risk of misunderstanding or misuse Image by woodleywonderworks, via Flickr: http://www.flickr.com/photos/wwworks/4588700881/ Slide adapted from the PrePARe Project Preparing your research material for the future
  • 21. Exercise  In small groups, look at the sample data sheet  Imagine you have just downloaded this dataset from an archive  What contextual or explanatory information is missing?  Anything odd about the data that needs clarifying?  What additional documentation would you like to see supplied  About specific items of information?  About the whole data collection? Preparing your research material for the future
  • 22. • Who created it, when and why • Description of the item • Methodology and methods • Units of measurement • Definitions of jargon, acronyms and code • References to related data Documentation – what to include Slide adapted from the PrePARe Project Preparing your research material for the future
  • 23. Also worth thinking about…  File names and folder structures  Are these consistent?  Do they help you and others navigate easily?  Version information  Are you recording this?  Is it clear which is the most recent version of a file? Preparing your research material for the future
  • 24. Metadata – data about data  A formal, structured description of a dataset  Used by archives to create catalogue records
  • 25. Missing metadata – or the riddle of the sixth toe  This painting shows Georgiana, Duchess of Devonshire as Diana  … or maybe Cynthia  She has six toes – but no one knows why Public domain image from Wikimedia Commons: http://commons.wikimedia.org/wiki/File:Georgiana_Cavendish,_Duchess_of_Devonshire_as_Diana.jpg Preparing your research material for the future
  • 26. For discussion  What data management challenges have you encountered?  What strategies have you personally found useful? Preparing your research material for the future
  • 27. KEEPING YOUR DATA SAFE Preparing your research material for the future
  • 28. http://blogs.ch.cam.ac.uk/pmr/2011/08/01/why-you-need-a-data-management-plan/ You can only preserve what you still have… Slide adapted from the PrePARe Project … and backing up is easier than replacing lost data Preparing your research material for the future
  • 29. Make multiple copies… …and keep them in different places Automate the process if you can Slide adapted from the PrePARe Project Preparing your research material for the future
  • 30. IT Services: Data Back-up on the HFS  HFS is Oxford’s central back-up and archiving service  Free of charge to University staff and postgraduates  Automated back-ups of machines connected to University network  Copies kept in multiple places Preparing your research material for the future
  • 31. Think about your storage media… … and about file formats Slide adapted from the PrePARe Project Preparing your research material for the future
  • 32. Data security  If you’re working with sensitive data, it’s essential to ensure that every copy kept has appropriate security  InfoSec at IT Services can provide advice – see https://www.infosec.ox.ac.uk/ for more details Preparing your research material for the future
  • 33. WHAT HAPPENS AT THE END OF THE PROJECT? Preparing your research material for the future
  • 34. Preserving research material  Copy on personal computer  Convenient for own use – but no sharing means no impact  Personal or project website  Great – but sustainability needs some planning  Deposit with a suitable archive or repository Preparing your research material for the future
  • 35. Repositories and archives  A secure long-term home for reusable material  Make material citeable  E.g. via a DOI  Embargos or other access restrictions usually possible Preparing your research material for the future
  • 36. Repositories and archives  Key humanities repositories include:  UK Data Archive  Archaeology Data Service  Oxford Text Archive  Re3Data.org offers a searchable catalogue of repositories Preparing your research material for the future
  • 37. ORA-Data  University of Oxford’s institutional data archive  Currently in pilot phase  Long term preservation for Oxford research datasets without another natural home Preparing your research material for the future
  • 38. ORA-Data  Also a catalogue of Oxford-created data  Researchers depositing elsewhere strongly encouraged to add a record to ORA-Data Preparing your research material for the future http://ox.libguides.com/ about-ora-data
  • 39. Figshare – a DIY option  Free online sharing platform for data and other research objects  Shared items allocated a DataCite DOI  A possible alternative to conventional repositories  If no suitable repository is available  If you need a way of sharing in a hurry Preparing your research material for the future
  • 40. Data sharing – concerns  Ethical and legal concerns  Confidential or sensitive data  Third party data  Professional concerns  Intended publication  Commercial issues  Planning with sharing in mind from the beginning can help alleviate problems Preparing your research material for the future
  • 41. • Redact or embargo if there is good reason Share – but maybe not everything Slide adapted from the PrePARe Project Preparing your research material for the future
  • 42. Video by NYU Health Sciences Libraries: http://www.youtube.com/watch?v=N2zK3sAtr-4 Preparing your research material for the future
  • 43. Data licensing  A licence clarifies the conditions for accessing and making use of a dataset  Lets users know  What’s allowed without asking further permission  How to cite the work  Specific requests to go beyond the terms of the licence can still be made Preparing your research material for the future
  • 44. Data licences - examples  Creative Common licences  Widely used and recognized  Six different flavours, plus CC0 public domain dedication  Open Data Commons  Specifically designed for datasets  Recognizes the structure/content distinction for databases Preparing your research material for the future
  • 45. Data licensing - guidance  ‘How to License Research Data’  A guide from the Digital Curation Centre http://www.dcc.ac.uk/resources/how-guides/license-research-data Preparing your research material for the future
  • 46. DATA MANAGEMENT PLANNING Preparing your research material for the future
  • 47. Data management plans  Ideally created in the early stages of a project  While planning, applying for funding, or setting up  An initial plan may be expanded later  Details plans and expectations for data  Nature of data and its creation or acquisition  Storage and security  Preservation and sharing Preparing your research material for the future
  • 48. Exercise  Have a go at drafting a data management plan for your own research  If there are questions you can’t answer at this stage, make a note of  What you need to find out  Decisions you need to make Preparing your research material for the future
  • 49. DMP Online  Create a data management plan using the DMP Online tool  Developed by the DCC – a national service providing advice and resources https://dmponline.dcc.ac.uk/ http://www.dcc.ac.uk/ Preparing your research material for the future
  • 50. ‘In preparing for battle, I have always found that plans are useless but planning is indispensable.’ Dwight D. Eisenhower Preparing your research material for the future
  • 51. FURTHER INFORMATION AND RESOURCES Preparing your research material for the future
  • 52. Research Data Oxford website  Oxford’s central advisory website  University policy is available  Questions? Email researchdata @ox.ac.uk http://researchdata.ox.ac.uk/ Preparing your research material for the future
  • 53. IT Services: Research Support Team  Can assist with technical aspects of research projects at all stages of the project lifecycle  Help with DMPs, selecting software or storage, building a database, etc.  Meet with someone for a research data health check  For more information, see: http://research.it.ox.ac.uk/ Preparing your research material for the future
  • 54. Research Skills Toolkit  Website and hands- on workshops  Find out about:  Software  University services  Tools and resources for research http://www.skillstoolkit.ox.ac.uk/ Preparing your research material for the future
  • 55. IT Learning Centre  Over 200 different IT courses  Covering software, skills, and new technologies  ITLC Portfolio offers course materials and other resources http://portfolio.it.ox.ac.uk/ http://courses.it.ox.ac.uk/ Preparing your research material for the future
  • 56. Research Data MANTRA  Free online interactive training modules  Aimed at postgraduates and early career researchers http://datalib.edina.ac.uk/mantra/ Preparing your research material for the future
  • 57. Any questions? Preparing your research material for the future Ask now, or email us on researchdata@ox.ac.uk Slides and handouts available from http://research.it.ox.ac.uk/rdmcourses
  • 58. Rights and re-use  This presentation is part of a series of research data management training resources prepared by the IT Services Research Support Team at the University of Oxford  The slideshow draws on one originally developed during the Oxford- based DaMaRO Project. Parts of it also draw on teaching materials produced by the PrePARe Project, DATUM for Health, and DataTrain Archaeology  With the exception of clip art used with permission from Microsoft, commercial logos and trademarks, and images specifically credited to other sources, the slideshow is made available under a Creative Commons Attribution Non-Commercial Share-Alike License  Within the terms of this licence, we actively encourage sharing, adaptation, and re-use of this material Preparing your research material for the future