Trends in Research, Research Data and Responses...Research has to be reproducible, so data is needed...
Transcript of Trends in Research, Research Data and Responses...Research has to be reproducible, so data is needed...
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PRESENTED BY
TrendsinResearch,ResearchDataandResponses
RossWilkinsonAustralianResearchDataCommonsCanberra,2019
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Outline:
§ Someresearchtrends§ TheAustralianresearchdataexperience§ Somereflections
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SomeResearchTrends:§ ScaleofProblem§ Complexity§ Translationofresearchforsocietybenefit§ Reproducibleresearch§ Highreliabilityresearch§ Openresearch§ LeaveittoAI!
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From G. Boulton
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§ Clinicaltrialwith100K+participation§ Dataisnot“controlled”
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EquitableAccesstoSustainableDevelopment§ secureandresilientfoodsystems
supportedbysustainablemarineresourcesandagriculture
§ sustainablehealthandwellbeing§ inclusiveandequitablequality
education§ cleanair,waterandsanitation§ affordable,reliable,sustainable
energySustainableEconomiesandSocieties§ Sustainablelivelihoodssupported
bystrongfoundationsforinclusiveeconomicgrowthandinnovation
§ Resilienceandactiononshort-termenvironmentalshocksandlong-termenvironmentalchange
§ Sustainablecitiesandcommunities
§ Sustainableproductionandconsumptionofmaterialsandotherresources
HumanRights,GoodGovernanceandSocialJustice§ Understandandrespond
effectivelytoforceddisplacementandmultiplerefugeecrises
§ Reduceconflictandpromotepeace,justiceandhumanitarianaction
§ Reducepovertyandinequality,includinggenderinequalities.
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Productivity & Irreproducibility
Paul et al. (Nature Rev. Drug Discov. 9, 203–214; 2010Calcoen D, Elias L, Yu X. (Nature Rev. Drug Discov. 14. 161-2; 2015
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AIwillsolveit§ RecentstudiesofUSsentencingshowssystemicincreasedsentencingofAfricanAmericans
§ PoorpeoplepaymoreforphotocopypaperinNewYork
§ BestfacialrecognitioncompanyisChinese§ Googletranslateishighlyusable
§ Thedatamatters9
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DataTrends:§ FAIRData§ OpenData§ DataCitation§ Publisherdatarequirements
§ DataJournals§ FundedFairData
§ DataforTranslation§ Trusteddata§ DataRepositories§ DataQuality§ TrustedDataRepositories
§ TheDataMarketplace
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FAIRdataforOpenScience§ Findable– datashouldbepublishedwithapersistentidentifier
§ Accessible– itshouldhaveanopenlicense– asopenaspossible
§ Interoperable– usecommunityagreedformats,languageand vocabularies
§ Reusable– richprovenance,enablingusebeyondtheoriginalpurpose
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DataConnectivity(International)§ Researchdataidentification- DataCite§ ResearcherIdentification– ORCID§ Researchpublicationidentification§ Researchprojectidentiifcation- RAID§ ResearchInstitutionidentification§ ResearchFunderIdentification§ Vendorsupport
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SomeInternationalResponses:§ DataCite,Orcid,etc§ DataJournals§ Harmonisationofdatapoliciesbyfunders§ http://www.nature.com/sdata/policies/repositories
§ Internationaldomaininitiatives§ OpenDataInitiative§ ResearchDataAlliance§ EuropeanOpenScienceCloud 13
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DataComplexity– integratingmanydatasources,frommanypartners
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DataReliabilityforResearch§ Goodnews!§ IncreasingQAprocessesfromlabsgeneratingdataforresearch
§ IncreasingQAexpectationsforhealthresearch
§ Plentyofprotocols§ Industrialprocessesfordatageneration
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The ACRF International Centre for the Proteome of Human Cancer
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Agood(reliable)homeforsocialsciencesdata:
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EuropeanOpenScienceCloud
https://rd-alliance.org/-https://twitter.com/resdatall
• The European Open Science Cloud (EOSC) aims to accelerate and support the current transition to more effective Open Science and Open Innovation in the Digital Single Market.
• It should enable trusted access to services, systems and the re-use of shared scientific data across disciplinary, social and geographical borders.
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VisionResearchers and innovatorsopenly share data across technologies, disciplines, and countries to address the grand challenges of society.
MissionRDA builds the social and technical bridges that enable open sharing of data.
www.rd-alliance.org@resdatall
CC BY-SA 4.0
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Theimportanceofdatafortranslation§ Researchhastobereproducible,sodataisneededasevidence
§ Researchdataneedssolidfoundationssodataforresearchmustbequalityassured
§ Researchdataisacommodityfortrust buildingincollaborations
§ Researchdataisanoutputofresearchsoisbestoptimizedformanyforms oftranslation
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DataisTransformative§ Governmentsarenotinvestinginresearchdatatomakelifeeasierforresearchers
§ Investmentsinresearchdatatoenablesocietalproblemstobeaddressed
§ Thisrequiresdatatobeinaformthatallowsawidevarietyofuse
§ Australiahasbeeninvestinginthistransformationfor10yearsnow
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FAIRdataopportunity/threat§ Publishersincreasinglyrequiringpublisheddata§ Fundersincreasinglyrecognisingresearchdataoutputs
§ FAIRdataprotectsresearchers§ FAIRdatabuildsreputation,partnership,legacy§ TheopportunityofFAIRdataistocompeteonideas,notonamonopolyofknowledge
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DataValue§ Strongerresearch– newanswersinarichdataenvironment
§ Moreefficientresearch– seenext§ Moretrustworthyresearch- reproducibility§ Strongerpartnerships§ Moreindustryengagement– dataasatrustbuilder§ Strongerinternationalengagementonnationallysignificantproblems
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TheValueofOpenData§ DataismorevaluableifFAIR§ Publicationsareareliablemeansofmakinginformationavailable
§ Datahastobereliable§ Ithastobeprovidedreliably– throughreliabledatarepositories
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TheValueofOpenDataReportTheanalysisinthereportsuggeststhatthevalueofdatainAustralia’spublicresearchisatleast$1.9billionperannumandpossiblyupto$6billionperannum– at2012-13levelsofexpenditureandactivity.Itismorevaluableifitisavailablethroughappropriateresearchdatainfrastructuree.g.usersoftheBritishAtmosphericDataCentrereportanaverageof56%oftheirtimeworkingwithdata– thatdataisopenandwithappropriatetools.
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Achievingvalue:thereisagap§ Researchdataasatrustbuildervs.commercialadvantage
§ Researchdatainfrastructureisnationallyandinstitutionallybased
§ Systemhastorecognise valuetomaintainvalue–culturechange
…tobridgethegap….
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DataInfrastructureRequirements§ Technology– tosupportscale,complexity,veracity,uncertainty
§ Processes– tosupporttheinteractionofresearcherswithresearchsystems,inc.publication,licencing,attribution
§ Policy– todetermineappropriateoutcomesfortheexpenditureofpublicmoney
§ People– toensurethatresearchershaverelevantskills,anddataprofessionalsareabletoengage 26
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ResearchDataParticipants§ Researchers:needbestdata,andsimplemeanstopublishandberecognised
§ Researchinstitutions:needstrongdataholdings,andmeansofpreservingdatavalue
§ Researchdatageneratingfacilities:needquality§ Nationalinvestors:needmeansofmaximisingnationalinvestment,innovationandjobs
§ International:needmeansofcooperationwithallrelevantpartners
Soneeds/valueareverydifferentinresearchsystem27
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TheAustralianResponse§ Improveddatapolicyframework§ NCRIS§ Domaininitiatives§ InstitutionalInitiatives§ ARDC§ Emergingskillsintegratedapproach
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NCRIS:AustralianInfrastructureApproach§ Stable for10years§ $AU150M/annum§ Investsincollaborative infrastructure§ Bothphysicalanddata§ Dataisinfrastructure§ Separatefromresearchfunding§ Substantialnationaldataassetscreated§ $20M/annumondataandcollaborationservices
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AustralianResearchDataInfrastructureActivity
Nationally:§ CapturingdatavaluableoverlongperiodsinMarine,Astronomy,EarthSciences,Ecosystems…forawiderangeofresearchpurposes
§ Supportingthestorageofdata§ Supportingthemanagementofdata§ SupportingtheenhancementofdataPluslotsatresearchinstitutions
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AustralianResearchDataCommons:§ Atransformational,sector-wideinitiative,workingwithsector,government,andindustrypartnerstobuildacoherentnationalandcollaborativeresearchdatacommons
§ Todeliveraworld-leadingdataadvantage,facilitateinnovation,fostercollaborationandenhanceresearchtranslation.
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ARDCactivitiesinclude:§ Datastorageandcloudcompute
§ Virtuallaboratories§ Researchdatamanagementcapacity
§ Policysupport§ Communitydevelopmentsupport
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§ Skillssupport§ ResearchInstitutionalEngagement
§ InternationalEngagement
§ Researchdatapublicationservices
…asystemsapproach
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Reliability– Coherence– Integration– Policy– Processes– Skills
AnalysisFind/createdata&tools+
Assembledataandtools+Collaborate+Adopt/Adapt/Build+Computeoverdata+
=Produceresearchresults
Trusteddataandcollaboration DisseminationPublicationTranslation
Referencecollections
Findable,accessible,interoperable,reusable
UseandReuse
Store/Cloud /Compute
MetadataProvenanceCuration
Preservation
AuthenticationAccesscontrolVLprovisionCollaboration
tools
Idealresearchsystem
Virtuallaboratoriesandcollaborationplatforms
Discard
The research system through a data lens:
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Reliability– Coherence– Integration– Policy– Processes– Skills
AnalysisFind/createdata&tools+
Assembledataandtools+Collaborate+Adopt/Adapt/Build+Computeoverdata+
=Produceresearchresults
Trusteddataandcollaboration DisseminationPublicationTranslation
Referencecollections
Findable,accessible,interoperable,reusable
UseandReuse
Store/Cloud /Compute
MetadataProvenanceCuration
Preservation
AuthenticationAccesscontrolVLprovisionCollaboration
tools
Idealresearchsystem
Virtuallaboratoriesandcollaborationplatforms
Discard
DataFor
Research
DataIn
Research
DataFrom
Research
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2013-18changesMovedfromindividualdatamanagement/storage/computeinitiativesto§ Focusedonincreasingthevalueofdatatofunders,institutions,andtoresearchers
§ Focusedonthewholeoftheresearchsystem– anintegratedapproachtodata,datainfrastructure,skills,policy,andprocess
§ Strengthenedinternationalengagement– mainlythroughtheResearchDataAlliance 35
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Reflections§ Ratherthanfocusingonthedata“problem”–focusonthedataassetscreatedthroughresearch
§ Thevalueofdataisnotstatic,itiseithermoreorlessvaluable
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Reflections§ DataismorevaluableifitisFAIR,OpenandQualityAssured§ Ifitisopen– itisusedmore§ Ifitreproducibleitcanbeusedasevidence§ Ifitiswelldescribed– provenance– itcanbeusedformorepurposes
§ Ifithasexplicitlicences – UseOpenlicences asmuchaspossible
§ Ifitiseasytouse,becausecommonmetadataschemaareused
§ Makedataasopenaspossible!37
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ReflectionsDataisnotatechnologyissueonly,ormainly:§ Ensurethateffortisputintoaprofessional dataworkforce
§ Appropriatepolicysettingsrequiringandrewardingbestdatapractice
§ Goodprocessesareputinplacetosupportpolicy§ Ensuretechnologysupportseasyresearchdatapartnerships– nationallyandinternationally
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ReflectionsResearchpublicationsaretrusted.TrustedDataiscrucialforaworldofopenscience§ Ensurethattrusteddatarepositoryservicesareavailable
§ Payparticularattentiontoprovenance§ Buildagreementsonwhatconstitutestrusteddata§ Recognise thevalueoftrusteddataintheresearchsystem
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Inconclusion:§ ThevalueofFAIRresearchdatathatisopenandqualityassuredisveryhigh
§ Thevalueisdifferentforresearchers,disciplines,institutions,nations,andthepublic
§ Usepolicy,skills,technologytogether– takea“wholeofsystem”approach
§ Itisveryimportanttoestablishinternationalpartnerships
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41ThisworkislicensedunderaCreativeCommonsAttribution3.0AustraliaLicense
ARDCissupportedbytheAustralianGovernmentthroughtheNationalCollaborativeResearchInfrastructureStrategy(NCRIS).
Thank you