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Naviga&ng	
  the	
  Data	
  
Management	
  Ecosystem	
  
Dan Valen
John Kratz
Amy Hodge
Jonathan Cachat
Guagliardo,	
  Sarah	
  Anne;	
  Morrison,	
  Amy	
  C.;	
  Barboza,	
  José	
  Luis;	
  
Requena,	
  Edwin;	
  Astete,	
  Helvio;	
  Vazquez-­‐Prokopec,	
  Gonzalo;	
  
Kitron,	
  Uriel	
  (2015):	
  Vehicle	
  types	
  surveyed.	
  Fig_1.&f.	
  PLOS	
  
Neglected	
  Tropical	
  Diseases.	
  10.1371/journal.pntd.
0003648.g001.	
  
Work smart. Discover more.
Supported by
The	
  Open	
  Academic	
  Tidal	
  Wave	
  	
  
1.  Recommended	
  open	
  access	
  to	
  scholarly	
  papers	
  of	
  publicly	
  
funded	
  research	
  
2.  Recommended	
  open	
  access	
  to	
  all	
  digital	
  outputs	
  of	
  publicly	
  
funded	
  research	
  
3.  Mandated	
  open	
  access	
  to	
  scholarly	
  papers	
  of	
  publicly	
  
funded	
  research	
  
4.  Mandated	
  open	
  access	
  to	
  all	
  digital	
  outputs	
  of	
  publicly	
  
funded	
  research	
  
5.  Enforced,	
  mandated	
  open	
  access	
  to	
  scholarly	
  papers	
  of	
  
publicly	
  funded	
  research	
  
6.  Enforced,	
  mandated	
  open	
  access	
  to	
  all	
  digital	
  outputs	
  of	
  
publicly	
  funded	
  research	
  
	
  
	
  
Work smart. Discover more.
Supported by
“The Obama Administration is committed to the proposition that citizens deserve easy access to
the results of scientific research their tax dollars have paid for.That’s why, in a policy memorandum
released today, OSTP Director John Holdren has directed Federal agencies with more than $100M
in R&D expenditures to develop plans to make the published results of federally funded
research freely available to the public within one year of publication and requiring
researchers to better account for and manage the digital data resulting from federally
funded scientific research.”
	
  
February	
  22nd	
  2013	
  
hdps://www.whitehouse.gov/blog/2013/02/22/
expanding-­‐public-­‐access-­‐results-­‐federally-­‐funded-­‐
research	
  
Work smart. Discover more.
Supported by
Funder
Policy Coverage Policy Stipulations Support Provided
Published
Outputs
Data DMP Access /
Sharing
Long-term
curation
Monitoring Guidance Article
Repository
Data
Repository
Costs
AHRQ
ASPR
CDC
DOD
DOE
DOT
FDA
NASA
NIH
NIST
NSF
USDA
USAID
USGS
VA
Time
Limits
Full Coverage Partial Coverage No Coverage
Overview of OSTP Responses
Valen,	
  Dan;	
  Blanchat,	
  Kelly	
  (2015):	
  Overview	
  of	
  OSTP	
  Responses.	
  figshare.	
  
hdp://dx.doi.org/10.6084/m9.figshare.1367165	
  
Retrieved	
  01:23,	
  Apr	
  21,	
  2015	
  (GMT)	
  
Work smart. Discover more.
Supported by
Data	
  Underlying	
  Published	
  Research	
  Results	
  Will	
  Be	
  Accessible	
  
and	
  Open	
  Immediately.	
  	
  The	
  founda&on	
  will	
  require	
  that	
  data	
  
underlying	
  the	
  published	
  research	
  results	
  be	
  immediately	
  
accessible	
  and	
  open.	
  	
  This	
  too	
  is	
  subject	
  to	
  the	
  transi&on	
  period	
  
and	
  a	
  12-­‐month	
  embargo	
  may	
  be	
  applied.	
  
hdp://www.gatesfounda&on.org/How-­‐We-­‐Work/
General-­‐Informa&on/Open-­‐Access-­‐Policy	
  
Repositories	
  are	
  essen>al	
  
Data	
  cita&ons	
  are	
  essen&al	
  
	
  
Pepe,	
  Alberto;	
  Goodman,	
  Alyssa;	
  Muench,	
  August;	
  Crosas,	
  Merce;	
  Erdmann,	
  Christopher	
  (2014):	
  Some	
  
descrip&ve	
  sta&s&cs	
  about	
  top	
  domains	
  linked	
  in	
  astronomy	
  publica&ons.	
  Table_1.xls.	
  PLOS	
  ONE.	
  10.1371/
journal.pone.0104798.t001.	
  
Pepe,	
  Alberto;	
  Goodman,	
  Alyssa;	
  Muench,	
  August;	
  Crosas,	
  Merce;	
  
Erdmann,	
  Christopher	
  (2014):	
  Volume	
  of	
  poten&al	
  data	
  links	
  in	
  
astronomy	
  publica&ons.	
  Figure_1.&f.	
  PLOS	
  ONE.	
  10.1371/
journal.pone.0104798.g001.	
  
•  Enabling	
  easy	
  reuse	
  and	
  verifica&on	
  of	
  data	
  
•  Allowing	
  the	
  impact	
  of	
  data	
  to	
  be	
  tracked	
  
•  Crea&ng	
  a	
  scholarly	
  structure	
  that	
  recognizes	
  
and	
  rewards	
  data	
  producers	
  
Source:	
  hdps://www.datacite.org/services/cite-­‐your-­‐data.html	
  
Why	
  DataCite?	
  	
  
Work smart. Discover more.
Supported by
APIs	
  are	
  essen&al	
  
The	
  figshare	
  API	
  allows	
  you	
  to	
  push	
  data	
  to	
  
figshare,	
  or	
  pull	
  data	
  out	
  
	
  
This	
  allows	
  you	
  to	
  build	
  applica&ons	
  on	
  top	
  of	
  
academic	
  research	
  and	
  provide	
  for	
  
uninterrupted	
  workflows	
  
	
  
Open	
  Access	
  and	
  liberal	
  
licenses	
  are	
  essen&al	
  
Most	
  common	
  objec&ons	
  and	
  how	
  to	
  
tackle	
  them…	
  
•  Context	
  will	
  be	
  lost!	
  
•  Career	
  protec&on-­‐-­‐	
  I’ll	
  get	
  scooped!	
  
•  Ethics	
  or…	
  can	
  I	
  even	
  share	
  data?	
  
	
  
"Data	
  should	
  be	
  considered	
  legi3mate,	
  citable	
  
products	
  of	
  research.	
  Data	
  cita3ons	
  should	
  be	
  
accorded	
  the	
  same	
  importance	
  as	
  publica3ons."	
  	
  
	
  
✔	
  
Repor>ng	
  Dashboard	
  
Impact	
  and	
  Usage	
  Repor&ng	
  
Administra>ve	
  Workflow	
  Portal	
  
A	
  portal	
  where	
  administrators	
  can	
  
manage	
  cura&on	
  of	
  files	
  to	
  be	
  made	
  
public,	
  storage	
  space	
  alloca&on	
  and	
  
user	
  rights	
  
Public	
  Digital	
  Research	
  Repository	
  
A	
  customizable	
  public	
  portal	
  with	
  all	
  
digital	
  files	
  made	
  public	
  at	
  an	
  
ins&tu&onal,	
  departmental	
  and	
  group	
  
level	
  
Research	
  Data	
  Management	
  
Private,	
  controlled	
  storage	
  and	
  
collabora&ve	
  spaces	
  
for	
  every	
  academic	
  at	
  the	
  ins&tu&on	
  
figshare	
  for	
  ins&tu&ons:	
  	
  key	
  pieces	
  of	
  func&onality	
  
✔	
  
✔	
  
✔	
  
So	
  what’s	
  happening?	
  
Hall,	
  Nathan	
  T.	
  (2014).	
  Faculty	
  Antudes	
  Towards	
  Data	
  Sharing	
  [Powerpoint	
  
Slides]	
  Retrieved	
  from:	
  hdp://www.diglib.org/wp-­‐content/uploads/2014/12/
Snapshot-­‐Nathan-­‐Hall-­‐Data-­‐Sharing.pdf	
  	
  	
  	
  	
  

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Navigating the data management ecosystem - Dan Valen

  • 1. Naviga&ng  the  Data   Management  Ecosystem   Dan Valen John Kratz Amy Hodge Jonathan Cachat Guagliardo,  Sarah  Anne;  Morrison,  Amy  C.;  Barboza,  José  Luis;   Requena,  Edwin;  Astete,  Helvio;  Vazquez-­‐Prokopec,  Gonzalo;   Kitron,  Uriel  (2015):  Vehicle  types  surveyed.  Fig_1.&f.  PLOS   Neglected  Tropical  Diseases.  10.1371/journal.pntd. 0003648.g001.  
  • 2. Work smart. Discover more. Supported by The  Open  Academic  Tidal  Wave     1.  Recommended  open  access  to  scholarly  papers  of  publicly   funded  research   2.  Recommended  open  access  to  all  digital  outputs  of  publicly   funded  research   3.  Mandated  open  access  to  scholarly  papers  of  publicly   funded  research   4.  Mandated  open  access  to  all  digital  outputs  of  publicly   funded  research   5.  Enforced,  mandated  open  access  to  scholarly  papers  of   publicly  funded  research   6.  Enforced,  mandated  open  access  to  all  digital  outputs  of   publicly  funded  research      
  • 3. Work smart. Discover more. Supported by “The Obama Administration is committed to the proposition that citizens deserve easy access to the results of scientific research their tax dollars have paid for.That’s why, in a policy memorandum released today, OSTP Director John Holdren has directed Federal agencies with more than $100M in R&D expenditures to develop plans to make the published results of federally funded research freely available to the public within one year of publication and requiring researchers to better account for and manage the digital data resulting from federally funded scientific research.”   February  22nd  2013   hdps://www.whitehouse.gov/blog/2013/02/22/ expanding-­‐public-­‐access-­‐results-­‐federally-­‐funded-­‐ research  
  • 4. Work smart. Discover more. Supported by Funder Policy Coverage Policy Stipulations Support Provided Published Outputs Data DMP Access / Sharing Long-term curation Monitoring Guidance Article Repository Data Repository Costs AHRQ ASPR CDC DOD DOE DOT FDA NASA NIH NIST NSF USDA USAID USGS VA Time Limits Full Coverage Partial Coverage No Coverage Overview of OSTP Responses Valen,  Dan;  Blanchat,  Kelly  (2015):  Overview  of  OSTP  Responses.  figshare.   hdp://dx.doi.org/10.6084/m9.figshare.1367165   Retrieved  01:23,  Apr  21,  2015  (GMT)  
  • 5. Work smart. Discover more. Supported by Data  Underlying  Published  Research  Results  Will  Be  Accessible   and  Open  Immediately.    The  founda&on  will  require  that  data   underlying  the  published  research  results  be  immediately   accessible  and  open.    This  too  is  subject  to  the  transi&on  period   and  a  12-­‐month  embargo  may  be  applied.   hdp://www.gatesfounda&on.org/How-­‐We-­‐Work/ General-­‐Informa&on/Open-­‐Access-­‐Policy  
  • 7. Data  cita&ons  are  essen&al     Pepe,  Alberto;  Goodman,  Alyssa;  Muench,  August;  Crosas,  Merce;  Erdmann,  Christopher  (2014):  Some   descrip&ve  sta&s&cs  about  top  domains  linked  in  astronomy  publica&ons.  Table_1.xls.  PLOS  ONE.  10.1371/ journal.pone.0104798.t001.   Pepe,  Alberto;  Goodman,  Alyssa;  Muench,  August;  Crosas,  Merce;   Erdmann,  Christopher  (2014):  Volume  of  poten&al  data  links  in   astronomy  publica&ons.  Figure_1.&f.  PLOS  ONE.  10.1371/ journal.pone.0104798.g001.  
  • 8. •  Enabling  easy  reuse  and  verifica&on  of  data   •  Allowing  the  impact  of  data  to  be  tracked   •  Crea&ng  a  scholarly  structure  that  recognizes   and  rewards  data  producers   Source:  hdps://www.datacite.org/services/cite-­‐your-­‐data.html   Why  DataCite?    
  • 9. Work smart. Discover more. Supported by APIs  are  essen&al   The  figshare  API  allows  you  to  push  data  to   figshare,  or  pull  data  out     This  allows  you  to  build  applica&ons  on  top  of   academic  research  and  provide  for   uninterrupted  workflows    
  • 10. Open  Access  and  liberal   licenses  are  essen&al  
  • 11. Most  common  objec&ons  and  how  to   tackle  them…   •  Context  will  be  lost!   •  Career  protec&on-­‐-­‐  I’ll  get  scooped!   •  Ethics  or…  can  I  even  share  data?     "Data  should  be  considered  legi3mate,  citable   products  of  research.  Data  cita3ons  should  be   accorded  the  same  importance  as  publica3ons."      
  • 12. ✔   Repor>ng  Dashboard   Impact  and  Usage  Repor&ng   Administra>ve  Workflow  Portal   A  portal  where  administrators  can   manage  cura&on  of  files  to  be  made   public,  storage  space  alloca&on  and   user  rights   Public  Digital  Research  Repository   A  customizable  public  portal  with  all   digital  files  made  public  at  an   ins&tu&onal,  departmental  and  group   level   Research  Data  Management   Private,  controlled  storage  and   collabora&ve  spaces   for  every  academic  at  the  ins&tu&on   figshare  for  ins&tu&ons:    key  pieces  of  func&onality   ✔   ✔   ✔  
  • 13. So  what’s  happening?   Hall,  Nathan  T.  (2014).  Faculty  Antudes  Towards  Data  Sharing  [Powerpoint   Slides]  Retrieved  from:  hdp://www.diglib.org/wp-­‐content/uploads/2014/12/ Snapshot-­‐Nathan-­‐Hall-­‐Data-­‐Sharing.pdf