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BUILDING YOUR DATA LEGACY
MANAGING DATA ACROSS YOUR CAREER
SLIDES: @VALUEMGMT CC-BY*: DR RICHARD FERRERS, ARDC
*except where indicated.
A Vision for 21st Century Research
ARDC - IMAGINING THE RESEARCH DATA COMMONS
20TH CENTURY RESEARCH
▸ Citations -> Grants
▸ Results -> Journal -> Citations
▸ Data -> drawer
▸ Focus: journal impact factor, citations,
grants
=> Research in the age of the Journal
ARDC - EMPOWERING 21ST CENTURY RESEARCH
WHAT IS THE PROBLEM WITH 20TH CENTURY RESEARCH?
▸ Scarcity and declining government research funding
▸ Power of journals, long delays in publishing
▸ Strong research competition for grants; low return on effort
▸ Deluge of literature; not enough time
▸ Incentives: promotion, funding due to citations, journal impact factor
=> stress, stress, stress
ARDC - ACCELERATING RESEARCH
A VISION FOR 21ST CENTURY RESEARCH
▸ data intensive; data commons (FAIR)
▸ globally collaborative (FA)
▸ cross-disciplinary (IR)
▸ Focus; data/software/services ->
impact -> value creation
=> research in the age of the Internet
machine-actionable | scalable
OVERVIEW
▸ 1.The Problem; old v new; (Why?)
▸ 2.The Context; national and international perspectives (What?)
▸ 3.The AU Government solution; NCRIS -> ARDC (How?)
▸ 4.The ARDC Solution; the Australian Research Data Commons
▸ 5.Your personal Solution; Managing your data legacy (What next?)
1.1 “WE STAND AT THE
DAWN OF A NEW
GENERATION”
Internet, smartphone - enabled,
carbon constrained, 7.6B shipmates
connected => an internet world
1.2 SCARCITY &
ABUNDANCE
George Gilder - Wired 1996
“Every economic era is based on
a key abundance and a key scarcity.”
ARDC - CATALOGUING AUSTRALIA’S RESEARCH DATA
1.3 WHERE IS YOUR FOCUS? ABUNDANCE OR SCARCITY…
Scarce Abundant
time bandwidth
$$ data/compute
grants people / effort
citations problems
BANDWIDTH ABUNDANCE - DATA OVER FIBRE OPTIC CABLE
1975: 45 Mb /sec over 10km (Wikipedia
2012: 1,000,000,000 Mb /sec over 50km cable (Wikipedia)
A 20,000,000x improvement in under 40 years.
Powering the internet.
TECHNOLOGY CHANGES FAST…
PEOPLE CHANGE SLOW…
Any project manager
ARDC - ENABLING 21ST CENTURY RESEARCH
1.4 THE DATA DELUGE
Copyright xtremesport4u.xom Permission requested
ARDC - FOR DATA DRIVEN RESEARCH
1.5 THE DATA DELUGE EVIDENCE - DATA DOIS MINTED (JULY ’18) / PAPERS
World AU Figshare CrossRef
Total 14,000,000 265,000* 1,000,000 100M
2018 1,700,000 50,000 163,000 5.6M
2017 3,200,000 45,000 318,000 7M
* Paradisec = 228,000; one project, ten staff.Source: stats.datacite.org
2. NATIONAL AND INTERNATIONAL
DEVELOPMENTS
TOWARDS 21ST CENTURY RESEARCH
ARDC - DIGITALLY TRANSFORMING, ACCELERATING AUSTRALIA'S 21ST CENTURY RESEARCH
2. NATIONAL / INTERNATIONAL DEVELOPMENTS IN DATA, RESEARCH
▸ Int’l - Royal Society (UK) - Science as an Open 

Enterprise (2012)
▸ AU - National Data Statement (NISA)

(Dec 2015) | National Data Commissioner (Jul ’18)
▸ Int’l - China; Statement on Scientific Data

Management Measures (April 2018)
▸ Int’l - US; Statement of National Academies 

- Science, Engineering and Medicine - Open Science by Design. 

(July 2018)
2.1 THE DATA DELUGE
RESEARCH DATA ALLIANCE - 7,000
SCIENTISTS; 137 COUNTRIES; 

BUILDING BRIDGES TO DATA SHARING
2.2 RD-A in a nutshell
ARDC - ENABLING 21ST CENTURY RESEARCH
2.3 AU National Data Statement (2015); innovation.gov.au
ARDC - FOR DATA INTENSIVE RESEARCH
”THE AUSTRALIAN GOVERNMENT COMMITS TO OPTIMISE THE USE AND
REUSE OF PUBLIC DATA.…
AUSTRALIAN GOVERNMENT ENTITIES WILL:
- MAKE NON-SENSITIVE DATA OPEN BY DEFAULT … [FOR] INNOVATION
AND PRODUCTIVITY [FOR] ALL …
- WHERE POSSIBLE, ENSURE NON-SENSITIVE PUBLICLY FUNDED
RESEARCH DATA IS MADE OPEN FOR USE AND REUSE”
”THE NEW NATIONAL DATA COMMISSIONER WILL BE THE TRUSTED
OVERSEER OF A NEW DATA SHARING AND RELEASE FRAMEWORK,
ALLOWING AUSTRALIA TO REALISE THE FULL POTENTIAL OF DATA
WHILE MAINTAINING PUBLIC TRUST IN THE DATA SYSTEM” (LINK)
2.4 National Data Commissioner appointed 01.07.18
ARDC - DATA COMPUTE CLOUD PEOPLE
LET THE OPENING OF SCIENTIFIC DATA
BECOME THE NORM ”ALL SCIENTIFIC DATA
GENERATED IN CHINA MUST BE SUBMITTED TO
GOVERNMENT-SANCTIONED DATA CENTERS BEFORE
APPEARING IN PUBLICATIONS [FROM TODAY].” SCIENCE
2.5 Scientific Data Management Measures - China State Council
17.03.18
ARDC - POWERING 21ST CENTURY RESEARCH
“RESEARCH FUNDERS SHOULD PROVIDE
EXPLICIT AND CONSISTENT SUPPORT
FOR PRACTICES ... THAT FACILITATE
[OPEN SCIENCE] SHIFT IN CULTURE AND
INCENTIVES…” (P.130)
2.6 US National Academies of Science, Engineering and Medicine
(Jul 2018)
ARDC - ENABLING 21ST CENTURY RESEARCH
“RESEARCH INSTITUTIONS SHOULD WORK TO
CREATE A CULTURE THAT ACTIVELY SUPPORT
OPEN SCIENCE… BY BETTER REWARDING &
SUPPORTING RESEARCHERS ENGAGED IN
OPEN SCIENCE PRACTICES…” (P.130)
2.7 US National Academies of Science, Engineering and Medicine
(Jul 2018)
ARDC - ENABLING 21ST CENTURY RESEARCH
TECHNOLOGY CHANGES FAST…
PEOPLE CHANGE SLOW…
Any project manager
ARDC - ENABLING 21ST CENTURY RESEARCH
3. NCRIS - NATIONAL RESEARCH
INFRASTRUCTURE INVESTMENT
ENABLING 21ST CENTURY RESEARCH
3.WHAT IS NCRIS?
$1.9 BILLION CAPITAL (2018 - 30) [1]
$1.5 BILLION OPERATING (2015 - 25) [2]
Implementing 21st Century Research
in Australia - the Federal Government response
National Collaborative Research Infrastructure Strategy
3.1 NCRIS -“GREAT RESEARCH
INFRASTRUCTURE ATTRACTS AND
NURTURES TALENT AND UNDERWRITES A
NATION’S REPUTATION FOR HIGH-
IMPACT RESEARCH”
AU Chief Scientist Alan Finkel, National Research Infrastructure
Roadmap (2016)
ARDC - ACCELERATING RESEARCH
ARDC - POWERING 21ST CENTURY RESEARCH
3.2 NCRIS NINE FOCUS AREAS
…. Australia … as an emerging or established global leader:
•Digital Data and eResearch Platforms
•Platforms for Humanities, Arts and Social
Sciences
•Characterisation
•Advanced Fabrication and Manufacturing
•Advanced Physics and Astronomy
•Earth and Environmental Systems
•Biosecurity
•Complex Biology
•Therapeutic Development
Dept of Education
4. ARDC: AN NCRIS INVESTMENT
DIGITAL DATA AND ERESEARCH PLATFORMS
ARDC - DIGITALLY TRANSFORMING RESEARCH
4.1 WHAT IS ARDC?
▸ $20M per annum operating
▸ $77M capital investment
▸ Cloud compute | storage
▸ Research data management
▸ Five year Strategic Planning 

- about to commence
ARDC - ACCELERATING RESEARCH
4.1 ARDC GOALS FOR RESEARCHERS:
ARDC - ENABLING 21ST CENTURY RESEARCH
4.2 DATA ENHANCED VIRTUAL LABS
Marine | Astro | Geo | Eco
Humanities / Social Science
Bio
Characterisation Imaging
Agriculture (Link)
Link to details
ARDC - TALKING DATA
4.3 WHAT COULD GO WRONG WITH YOUR DATA?
▸ Forgotten
▸ Lost
▸ Ignored
▸ Undocumented
ARDC - ENABLING 21ST CENTURY RESEARCH
4.4 WHAT DO I DO? RSCH DATA MANAGEMENT
=> FAIR data
▸ Findable | Accessible
▸ Interoperable | Reuseable
5. AS A 21ST CENTURY RESEARCHER
MANAGING YOUR DATA LEGACY - AT DEAKIN
ARDC - TRAINING RESEARCHERS IN FAIR DATA
5.1 HOW DO I DO - FAIR DATA?
▸ Describe your data (FA)
▸ Licence your data (R)
▸ Publish your data descriptions to your CV (A)
▸ Store your data (safely, long term, identifiably)
▸ Promote your data (A)
▸ Connect your data (grants, publications,
literature, problem statements) (I)
=> Estimated Cost: 1 FTE per 100 Rschrs
5.2 Deakin supports Researchers to Manage their Data
ARDC - ENVISIONING 21ST CENTURY RESEARCH
5.3 WHAT CAN I DO RIGHT NOW?
▸ Get an ORCiD - a permanent identifier for you
eg RICHARD FERRERS, PAUL WONG
▸ Describe your data assets in your CV (LinkedIn)
▸ Get DOIs for your most valuable data (Figshare,
DRO - Deakin Research Online)
▸ Cite your data in your publications eg AJTDE
▸ Link your data descriptions to publications,
grants, your research team, key literature
ARDC - VISIONARY THINKING
5.4 WHAT CAN I THINK ABOUT DOING NEXT?
▸ Start your new research with a Literature
Review and a Data Review
▸ Submit your data to a Data Journal
▸ Learn about Making Data FAIR
▸ Consider if your next research data can be
OPEN, and if not FAIR
▸ Link your ORCid to Research Impact Story
ARDC - VISIONARY THINKING
5.5 HOW CAN I BUILD A DATA LEGACY?
▸ History of your research data (FA); new vision
▸ Linked from your CV (FA); new problems
▸ Encourage your research community to agree
on data standards (IR); new process
▸ Engage your user community to reuse and
extend your data; (IR) new tools/services
▸ Train the next generation to build on your
work; new researchers
ARDC - ENVISIONING 21ST CENTURY RESEARCH
5.6 KEY TAKEAWAYS
▸ DATA IS OUR VISION FOR THE FUTURE
▸ DATA IS ABUNDANT
▸ DATA NEEDS DESCRIPTION AND STORAGE
▸ DATA NEEDS TO BE CONNECTED
▸ EXPLOIT NATIONAL INVESTMENT IN DATA
▸ MAKE YOUR DATA FAIR OR OPEN
▸ BUILD YOUR DATA LEGACY - YOUR CV
“IN 100 YEARS, IT WILL BE MY DATA
THAT IS MY LASTING LEGACY.”
5.6 Prof. Craig Johnson,
ARDC - EMPOWERING 21ST CENTURY RESEARCH
WHAT WILL BE YOUR LASTING LEGACY?
5.7 Challenge for a Deakin Early Career Researchers
ARDC - HERE TO HELP
TECHNOLOGY CHANGES FAST…
PEOPLE CHANGE SLOW…
5.8 We are all in this together
ARDC - ENABLING 21ST CENTURY RESEARCH
… SUPPORT THOSE AROUND YOU TO
MAKE THE CHANGE TO 21ST CENTURY
RESEARCH…
5.9 We are all journeying together
ARDC - ENABLING 21ST CENTURY RESEARCH
RICHARD FERRERS
RESEARCH DATA SPECIALIST
MYDATA - GOOGLE: FERRERS FIGSHARE
ARDC - ACCELERATING 21ST CENTURY RESEARCH
ORCiD: LinkedIn
Figshare: MyData
@valuemgmt

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Managing Your Data Legacy for 21st Century Research

  • 1. BUILDING YOUR DATA LEGACY MANAGING DATA ACROSS YOUR CAREER SLIDES: @VALUEMGMT CC-BY*: DR RICHARD FERRERS, ARDC *except where indicated. A Vision for 21st Century Research
  • 2. ARDC - IMAGINING THE RESEARCH DATA COMMONS 20TH CENTURY RESEARCH ▸ Citations -> Grants ▸ Results -> Journal -> Citations ▸ Data -> drawer ▸ Focus: journal impact factor, citations, grants => Research in the age of the Journal
  • 3. ARDC - EMPOWERING 21ST CENTURY RESEARCH WHAT IS THE PROBLEM WITH 20TH CENTURY RESEARCH? ▸ Scarcity and declining government research funding ▸ Power of journals, long delays in publishing ▸ Strong research competition for grants; low return on effort ▸ Deluge of literature; not enough time ▸ Incentives: promotion, funding due to citations, journal impact factor => stress, stress, stress
  • 4. ARDC - ACCELERATING RESEARCH A VISION FOR 21ST CENTURY RESEARCH ▸ data intensive; data commons (FAIR) ▸ globally collaborative (FA) ▸ cross-disciplinary (IR) ▸ Focus; data/software/services -> impact -> value creation => research in the age of the Internet machine-actionable | scalable
  • 5. OVERVIEW ▸ 1.The Problem; old v new; (Why?) ▸ 2.The Context; national and international perspectives (What?) ▸ 3.The AU Government solution; NCRIS -> ARDC (How?) ▸ 4.The ARDC Solution; the Australian Research Data Commons ▸ 5.Your personal Solution; Managing your data legacy (What next?)
  • 6. 1.1 “WE STAND AT THE DAWN OF A NEW GENERATION” Internet, smartphone - enabled, carbon constrained, 7.6B shipmates connected => an internet world
  • 7. 1.2 SCARCITY & ABUNDANCE George Gilder - Wired 1996 “Every economic era is based on a key abundance and a key scarcity.”
  • 8. ARDC - CATALOGUING AUSTRALIA’S RESEARCH DATA 1.3 WHERE IS YOUR FOCUS? ABUNDANCE OR SCARCITY… Scarce Abundant time bandwidth $$ data/compute grants people / effort citations problems
  • 9. BANDWIDTH ABUNDANCE - DATA OVER FIBRE OPTIC CABLE 1975: 45 Mb /sec over 10km (Wikipedia 2012: 1,000,000,000 Mb /sec over 50km cable (Wikipedia) A 20,000,000x improvement in under 40 years. Powering the internet.
  • 10. TECHNOLOGY CHANGES FAST… PEOPLE CHANGE SLOW… Any project manager ARDC - ENABLING 21ST CENTURY RESEARCH
  • 11. 1.4 THE DATA DELUGE Copyright xtremesport4u.xom Permission requested
  • 12. ARDC - FOR DATA DRIVEN RESEARCH 1.5 THE DATA DELUGE EVIDENCE - DATA DOIS MINTED (JULY ’18) / PAPERS World AU Figshare CrossRef Total 14,000,000 265,000* 1,000,000 100M 2018 1,700,000 50,000 163,000 5.6M 2017 3,200,000 45,000 318,000 7M * Paradisec = 228,000; one project, ten staff.Source: stats.datacite.org
  • 13. 2. NATIONAL AND INTERNATIONAL DEVELOPMENTS TOWARDS 21ST CENTURY RESEARCH
  • 14. ARDC - DIGITALLY TRANSFORMING, ACCELERATING AUSTRALIA'S 21ST CENTURY RESEARCH 2. NATIONAL / INTERNATIONAL DEVELOPMENTS IN DATA, RESEARCH ▸ Int’l - Royal Society (UK) - Science as an Open 
 Enterprise (2012) ▸ AU - National Data Statement (NISA)
 (Dec 2015) | National Data Commissioner (Jul ’18) ▸ Int’l - China; Statement on Scientific Data
 Management Measures (April 2018) ▸ Int’l - US; Statement of National Academies 
 - Science, Engineering and Medicine - Open Science by Design. 
 (July 2018)
  • 15. 2.1 THE DATA DELUGE
  • 16. RESEARCH DATA ALLIANCE - 7,000 SCIENTISTS; 137 COUNTRIES; 
 BUILDING BRIDGES TO DATA SHARING 2.2 RD-A in a nutshell ARDC - ENABLING 21ST CENTURY RESEARCH
  • 17. 2.3 AU National Data Statement (2015); innovation.gov.au ARDC - FOR DATA INTENSIVE RESEARCH ”THE AUSTRALIAN GOVERNMENT COMMITS TO OPTIMISE THE USE AND REUSE OF PUBLIC DATA.… AUSTRALIAN GOVERNMENT ENTITIES WILL: - MAKE NON-SENSITIVE DATA OPEN BY DEFAULT … [FOR] INNOVATION AND PRODUCTIVITY [FOR] ALL … - WHERE POSSIBLE, ENSURE NON-SENSITIVE PUBLICLY FUNDED RESEARCH DATA IS MADE OPEN FOR USE AND REUSE”
  • 18. ”THE NEW NATIONAL DATA COMMISSIONER WILL BE THE TRUSTED OVERSEER OF A NEW DATA SHARING AND RELEASE FRAMEWORK, ALLOWING AUSTRALIA TO REALISE THE FULL POTENTIAL OF DATA WHILE MAINTAINING PUBLIC TRUST IN THE DATA SYSTEM” (LINK) 2.4 National Data Commissioner appointed 01.07.18 ARDC - DATA COMPUTE CLOUD PEOPLE
  • 19. LET THE OPENING OF SCIENTIFIC DATA BECOME THE NORM ”ALL SCIENTIFIC DATA GENERATED IN CHINA MUST BE SUBMITTED TO GOVERNMENT-SANCTIONED DATA CENTERS BEFORE APPEARING IN PUBLICATIONS [FROM TODAY].” SCIENCE 2.5 Scientific Data Management Measures - China State Council 17.03.18 ARDC - POWERING 21ST CENTURY RESEARCH
  • 20. “RESEARCH FUNDERS SHOULD PROVIDE EXPLICIT AND CONSISTENT SUPPORT FOR PRACTICES ... THAT FACILITATE [OPEN SCIENCE] SHIFT IN CULTURE AND INCENTIVES…” (P.130) 2.6 US National Academies of Science, Engineering and Medicine (Jul 2018) ARDC - ENABLING 21ST CENTURY RESEARCH
  • 21. “RESEARCH INSTITUTIONS SHOULD WORK TO CREATE A CULTURE THAT ACTIVELY SUPPORT OPEN SCIENCE… BY BETTER REWARDING & SUPPORTING RESEARCHERS ENGAGED IN OPEN SCIENCE PRACTICES…” (P.130) 2.7 US National Academies of Science, Engineering and Medicine (Jul 2018) ARDC - ENABLING 21ST CENTURY RESEARCH
  • 22. TECHNOLOGY CHANGES FAST… PEOPLE CHANGE SLOW… Any project manager ARDC - ENABLING 21ST CENTURY RESEARCH
  • 23. 3. NCRIS - NATIONAL RESEARCH INFRASTRUCTURE INVESTMENT ENABLING 21ST CENTURY RESEARCH
  • 24. 3.WHAT IS NCRIS? $1.9 BILLION CAPITAL (2018 - 30) [1] $1.5 BILLION OPERATING (2015 - 25) [2] Implementing 21st Century Research in Australia - the Federal Government response National Collaborative Research Infrastructure Strategy
  • 25. 3.1 NCRIS -“GREAT RESEARCH INFRASTRUCTURE ATTRACTS AND NURTURES TALENT AND UNDERWRITES A NATION’S REPUTATION FOR HIGH- IMPACT RESEARCH” AU Chief Scientist Alan Finkel, National Research Infrastructure Roadmap (2016) ARDC - ACCELERATING RESEARCH
  • 26. ARDC - POWERING 21ST CENTURY RESEARCH 3.2 NCRIS NINE FOCUS AREAS …. Australia … as an emerging or established global leader: •Digital Data and eResearch Platforms •Platforms for Humanities, Arts and Social Sciences •Characterisation •Advanced Fabrication and Manufacturing •Advanced Physics and Astronomy •Earth and Environmental Systems •Biosecurity •Complex Biology •Therapeutic Development Dept of Education
  • 27. 4. ARDC: AN NCRIS INVESTMENT DIGITAL DATA AND ERESEARCH PLATFORMS
  • 28. ARDC - DIGITALLY TRANSFORMING RESEARCH 4.1 WHAT IS ARDC? ▸ $20M per annum operating ▸ $77M capital investment ▸ Cloud compute | storage ▸ Research data management ▸ Five year Strategic Planning 
 - about to commence
  • 29. ARDC - ACCELERATING RESEARCH 4.1 ARDC GOALS FOR RESEARCHERS:
  • 30. ARDC - ENABLING 21ST CENTURY RESEARCH 4.2 DATA ENHANCED VIRTUAL LABS Marine | Astro | Geo | Eco Humanities / Social Science Bio Characterisation Imaging Agriculture (Link) Link to details
  • 31. ARDC - TALKING DATA 4.3 WHAT COULD GO WRONG WITH YOUR DATA? ▸ Forgotten ▸ Lost ▸ Ignored ▸ Undocumented
  • 32. ARDC - ENABLING 21ST CENTURY RESEARCH 4.4 WHAT DO I DO? RSCH DATA MANAGEMENT => FAIR data ▸ Findable | Accessible ▸ Interoperable | Reuseable
  • 33. 5. AS A 21ST CENTURY RESEARCHER MANAGING YOUR DATA LEGACY - AT DEAKIN
  • 34. ARDC - TRAINING RESEARCHERS IN FAIR DATA 5.1 HOW DO I DO - FAIR DATA? ▸ Describe your data (FA) ▸ Licence your data (R) ▸ Publish your data descriptions to your CV (A) ▸ Store your data (safely, long term, identifiably) ▸ Promote your data (A) ▸ Connect your data (grants, publications, literature, problem statements) (I) => Estimated Cost: 1 FTE per 100 Rschrs
  • 35. 5.2 Deakin supports Researchers to Manage their Data
  • 36. ARDC - ENVISIONING 21ST CENTURY RESEARCH 5.3 WHAT CAN I DO RIGHT NOW? ▸ Get an ORCiD - a permanent identifier for you eg RICHARD FERRERS, PAUL WONG ▸ Describe your data assets in your CV (LinkedIn) ▸ Get DOIs for your most valuable data (Figshare, DRO - Deakin Research Online) ▸ Cite your data in your publications eg AJTDE ▸ Link your data descriptions to publications, grants, your research team, key literature
  • 37. ARDC - VISIONARY THINKING 5.4 WHAT CAN I THINK ABOUT DOING NEXT? ▸ Start your new research with a Literature Review and a Data Review ▸ Submit your data to a Data Journal ▸ Learn about Making Data FAIR ▸ Consider if your next research data can be OPEN, and if not FAIR ▸ Link your ORCid to Research Impact Story
  • 38. ARDC - VISIONARY THINKING 5.5 HOW CAN I BUILD A DATA LEGACY? ▸ History of your research data (FA); new vision ▸ Linked from your CV (FA); new problems ▸ Encourage your research community to agree on data standards (IR); new process ▸ Engage your user community to reuse and extend your data; (IR) new tools/services ▸ Train the next generation to build on your work; new researchers
  • 39. ARDC - ENVISIONING 21ST CENTURY RESEARCH 5.6 KEY TAKEAWAYS ▸ DATA IS OUR VISION FOR THE FUTURE ▸ DATA IS ABUNDANT ▸ DATA NEEDS DESCRIPTION AND STORAGE ▸ DATA NEEDS TO BE CONNECTED ▸ EXPLOIT NATIONAL INVESTMENT IN DATA ▸ MAKE YOUR DATA FAIR OR OPEN ▸ BUILD YOUR DATA LEGACY - YOUR CV
  • 40. “IN 100 YEARS, IT WILL BE MY DATA THAT IS MY LASTING LEGACY.” 5.6 Prof. Craig Johnson, ARDC - EMPOWERING 21ST CENTURY RESEARCH
  • 41. WHAT WILL BE YOUR LASTING LEGACY? 5.7 Challenge for a Deakin Early Career Researchers ARDC - HERE TO HELP
  • 42. TECHNOLOGY CHANGES FAST… PEOPLE CHANGE SLOW… 5.8 We are all in this together ARDC - ENABLING 21ST CENTURY RESEARCH
  • 43. … SUPPORT THOSE AROUND YOU TO MAKE THE CHANGE TO 21ST CENTURY RESEARCH… 5.9 We are all journeying together ARDC - ENABLING 21ST CENTURY RESEARCH
  • 44. RICHARD FERRERS RESEARCH DATA SPECIALIST MYDATA - GOOGLE: FERRERS FIGSHARE ARDC - ACCELERATING 21ST CENTURY RESEARCH ORCiD: LinkedIn Figshare: MyData @valuemgmt