1. 7 data citation challengesillustrated with data(includes elephants) Heather Piwowar DataONE postdoc with NESCent and Dryad @researchremix JISC Managing Research Data March 2011 #jiscmrd

2. http://www.flickr.com/photos/nilsrinaldi/5157809483/ 3. http://www.flickr.com/photos/paulhami/1020538523// 4. Why do we care?CVsImpact of repositories, research programs, institutions,funding programsTracking patterns to inform policy 5. A1%-3,&%"1%()67789:;,-5--B&2$"5%,$C-//%112(3 &%)%&%3/%D%=5&->(0-5%,5(-00()*"$+%, %#!!"!"#$%&()*"$+%,-&./0%1&%)%&&2345(-67789:;,-5-1%5 %!!!" )*"+,-.*/0"12"3*44*2"(0-5%,)&(#*"$+%,?%35&-0@ 51-."6+-+07-"678*01-" $#!!" 9,-.*/0"12"3*44*2"51-." 6+-+07-"678*01-" $!!!"#!!"!" %!!&"%!!"%!!("%!$!"http://researchremix.wordpress.com/2011/02/18/early_results 6. #1Few policies requestor require datacitation 7. We reviewed policies of various stakeholders within theenvironmental sciences, looking for evidence of data citationpolicies and attribution suggestions.Policies in our sample that mention data citation:Journal policies rarely included useful best practices.Nicholas Weber, Data citation in the wild IDCC 2010 poster.Policy links can be found at: http://openwetware.org/wiki/User:Valerie_Enriquez/Notebook/DataONE_Web_resources 8. #2No consistent practice 9. We reviewed 500 articles in six major evolution and ecologyjournals for evidence of data citation:Sarah Judson, Data citation in the wild IDCC 2010 poster. 10. We reviewed 500 articles in six major evolution and ecologyjournals for evidence of data citation:Sarah Judson, Data citation in the wild IDCC 2010 poster. 11. #3Huge manual effort required to track 12. http://www.flickr.com/photos/archeon/2941655917/ 13. In 2009, there were 116 articles citing ORNL DAAC data.Finding these articles took 70-80 hours of workacross at least 12 search engines, abstract servers, cita3on databases, and full-text archives, all chosen from a deep understanding of this specic research domainthen the full text of the hits were manually reviewed.Valerie Enriquez interview with James Kidder http://openwetware.org/wiki/DataONE:Notebook/Reuse_of_repository_data 14. Data citation in the wild IDCC 2010 poster. 15. #4Lack of tool support! 16. Research Remix blog: http://bit.ly/aOwLoJTracking Dataset Citations Using Common Citation Tracking Tools Doesnt Work 17. Research Remix blog: http://bit.ly/aOwLoJTracking Dataset Citations Using Common Citation Tracking Tools Doesnt Work 18. #5Our best practices dont scale to mega-reuse 19. !"#$%&()*+,+-%,-&%)%&%./%*$0+&1/2%-,3+,&%"-%*456*+,+7/"#"2+18%$!!"# ,!"# +!"# *!"# )!"# (!"# !"# &!"# %!"# $!"#!"#!#(# $!#$(# %!#%(#&!# 20. !"#$%&()*+,+-%,-&%)%&%./%*$0+&1/2%-,3+,&%"-%*456*+,+7/"#"2+18%$!!"# ,!"# +!"# *!"# )!"# (!"# !"# &!"# %!"# $!"#!"#!#(# $!#$(# %!#%(#&!# 21. !"#$%&()*+,+-%,-&%)%&%./%*$0+&1/2%-,3+,&%"-%*456*+,+7/"#"2+18%$!!"# ,!"# +!"# *!"# )!"# (!"# !"# &!"# %!"# $!"#!"#!#(# $!#$(# %!#%(#&!# 22. http://www.nature.com/nature/authors/gta/ 23. #6Adoption of best practices erode incentives in the short term 24. ~70%in multivariateanalysis 25. #7Data citations only matterif they are valued 26. Please dont tweet or publicize this next bit...Early results from an ongoing survey.n=538 27. [graphs removed from public slides because survey data collection is ongoing] Do not publicize outside MRC workshop 28. [graphs removed from public slides because survey data collection is ongoing] Do not publicize outside MRC workshop 29. Few policies request or require data citation No consistent practice Huge manual effort required to track Lack of tool support! Our best practices dont scale to mega-reuse Adoption of best practices erode incentives in the short term Data citations only matter if they are valued 30. http://www.flickr.com/photos/sunrise/35819369/ 31. http://www.flickr.com/photos/ryanr/142455033/ 32. http://www.flickr.com/photos/ginable/325235488/ 33. thank youDryad and DataONE colleagues, in particular:Todd VisionNicholas Weber, Sarah Judson, Valerie EnriquezSimon Hodson and JISC.The open science online communityand those who release their articles, datasets andphotos openly.