{"id":"https://openalex.org/W7139102155","doi":"https://doi.org/10.5334/dsj-2026-012","title":"Building Responsible and Sustainable Open Data Literacy Skills for Early Career Researchers: A Decade of the SoRDS Programme","display_name":"Building Responsible and Sustainable Open Data Literacy Skills for Early Career Researchers: A Decade of the SoRDS Programme","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7139102155","doi":"https://doi.org/10.5334/dsj-2026-012"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2026-012","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2026-012","pdf_url":"https://datascience.codata.org/articles/2063/files/69bbda9332fee.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://datascience.codata.org/articles/2063/files/69bbda9332fee.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036160675","display_name":"Shaily Gandhi","orcid":"https://orcid.org/0000-0002-8893-2130"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shaily Gandhi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8893-2130","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091473043","display_name":"Steve Diggs","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steve Diggs","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3814-6104","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039604051","display_name":"Marcela Alfaro\u2010C\u00f3rdoba","orcid":"https://orcid.org/0000-0002-7703-3578"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcela Alfaro C\u00f3rdoba","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7703-3578","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129798002","display_name":"Louise Bezuidenhout","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Louise Bezuidenhout","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4328-3963","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093460849","display_name":"Raphael Cobe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raphael Cobe","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0852-2183","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056981335","display_name":"Sara El Jadid","orcid":"https://orcid.org/0000-0001-9793-5061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sara El Jadid","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9793-5061","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080452250","display_name":"Bianca Peterson","orcid":"https://orcid.org/0000-0001-6927-9159"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bianca Peterson","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6927-9159","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102735877","display_name":"Robert Quick","orcid":"https://orcid.org/0000-0002-1861-0734"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert Quick","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0994-728X","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023617667","display_name":"Hugh Shanahan","orcid":"https://orcid.org/0000-0003-1374-6015"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hugh Shanahan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1374-6015","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064980470","display_name":"Shanmugasundaram Venkataraman","orcid":"https://orcid.org/0000-0002-3200-2698"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanmugasundaram Venkataraman","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3200-2698","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129998332","display_name":"Ekpe Okorafor","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ekpe Okorafor","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1615-8964","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5130183754","display_name":"Veerle Van den Eynden","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Veerle Van den Eynden","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2542-2747","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5036160675"],"corresponding_institution_ids":[],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57348068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9388999938964844,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9388999938964844,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.014299999922513962,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.0044999998062849045,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/general-partnership","display_name":"General partnership","score":0.6480000019073486},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.6159999966621399},{"id":"https://openalex.org/keywords/alliance","display_name":"Alliance","score":0.5616999864578247},{"id":"https://openalex.org/keywords/information-literacy","display_name":"Information literacy","score":0.45089998841285706},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.4406000077724457},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.4291999936103821},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.41530001163482666},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4122999906539917}],"concepts":[{"id":"https://openalex.org/C71750763","wikidata":"https://www.wikidata.org/wiki/Q646164","display_name":"General partnership","level":2,"score":0.6480000019073486},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.6159999966621399},{"id":"https://openalex.org/C2778431023","wikidata":"https://www.wikidata.org/wiki/Q878249","display_name":"Alliance","level":2,"score":0.5616999864578247},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.5005000233650208},{"id":"https://openalex.org/C119883117","wikidata":"https://www.wikidata.org/wiki/Q679789","display_name":"Information literacy","level":2,"score":0.45089998841285706},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.4406000077724457},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.4291999936103821},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.42719998955726624},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4122999906539917},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40299999713897705},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3788999915122986},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.36739999055862427},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3492000102996826},{"id":"https://openalex.org/C91632574","wikidata":"https://www.wikidata.org/wiki/Q15088675","display_name":"Data curation","level":2,"score":0.34040001034736633},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.30660000443458557},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C164065428","wikidata":"https://www.wikidata.org/wiki/Q1201929","display_name":"Core competency","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25429999828338623},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2540000081062317},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5334/dsj-2026-012","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2026-012","pdf_url":"https://datascience.codata.org/articles/2063/files/69bbda9332fee.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3a4488dfc0b54a99ab4ff9d5eee7fd3e","is_oa":true,"landing_page_url":"https://doaj.org/article/3a4488dfc0b54a99ab4ff9d5eee7fd3e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal, Vol 25, Pp 12-12 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2026-012","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2026-012","pdf_url":"https://datascience.codata.org/articles/2063/files/69bbda9332fee.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8007064461708069}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320894","display_name":"Abdus Salam International Centre for Theoretical Physics","ror":"https://ror.org/009gyvm78"},{"id":"https://openalex.org/F4320322035","display_name":"Rural Development Administration","ror":"https://ror.org/03xs9yg50"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7139102155.pdf","grobid_xml":"https://content.openalex.org/works/W7139102155.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2046817201","https://openalex.org/W2783375880","https://openalex.org/W3008844350","https://openalex.org/W4285092710","https://openalex.org/W4286425327","https://openalex.org/W4406950726","https://openalex.org/W4414173605"],"related_works":[],"abstract_inverted_index":{"In":[0,260],"today\u2019s":[1],"data-centric":[2],"research":[3,86,163,325],"environment,":[4],"effective":[5],"data":[6,12,81,87,102,105,159],"literacy":[7],"is":[8,117,203,293],"essential":[9],"for":[10,49,228,282],"ensuring":[11,153],"usability,":[13],"integrity,":[14],"and":[15,35,47,55,85,107,127,133,151,182,191,206,226,250,312,323],"reproducibility.":[16],"The":[17,287],"Schools":[18],"of":[19,44,101,136,149,157,188,218,235,243,290,300,319],"Research":[20,37],"Data":[21,33,38],"Science":[22],"(SoRDS),":[23],"launched":[24],"in":[25,27,64,80,174,198,208,275,321],"2016":[26],"partnership":[28],"with":[29,59,77,265],"the":[30,36,118,155,158,166,169,216,256,270,283,313],"Committee":[31],"on":[32,95,232],"(CODATA)":[34],"Alliance":[39],"(RDA),":[40],"marks":[41],"a":[42,131,147,184,233,240,296,317],"decade":[43,234,318],"impactful":[45,227],"training":[46,143,214,258,267],"capacity-building":[48],"early-career":[50],"researchers":[51,76],"(ECRs)":[52],"from":[53],"low-":[54,322],"middle-income":[56,324],"countries":[57],"(LMICs)":[58],"its":[60,70,111,115,213,221,302,305,309],"tenth":[61],"anniversary":[62],"reached":[63],"August":[65],"2025.":[66],"This":[67],"paper":[68,238,292],"examines":[69],"distinctive,":[71],"holistic":[72],"approach":[73],"to":[74,114,124,179,215,294],"equipping":[75],"core":[78],"competencies":[79],"science,":[82,84],"open":[83],"management":[88],"(RDM).":[89],"Unlike":[90],"traditional":[91],"programmes":[92],"focused":[93],"solely":[94],"technical":[96,142],"skills,":[97],"SoRDS":[98,138,194,211,273],"integrates":[99],"principles":[100],"ethics,":[103],"reproducibility,":[104],"stewardship,":[106],"interdisciplinary":[108],"collaboration":[109],"into":[110],"curriculum.":[112],"Central":[113],"mission":[116],"\u2018Train-the-Trainer\u2019":[119],"model,":[120,308],"which":[121],"empowers":[122],"participants":[123],"become":[125],"instructors":[126],"regional":[128],"leaders,":[129],"creating":[130,183],"sustainable":[132],"scalable":[134],"community":[135],"practice.":[137],"not":[139],"only":[140],"provides":[141,239],"but":[144],"also":[145],"fosters":[146],"culture":[148],"openness":[150],"inclusivity,":[152],"that":[154],"benefits":[156],"revolution":[160],"reach":[161],"underserved":[162],"communities.":[164,230],"Over":[165],"past":[167],"decade,":[168],"schools":[170],"have":[171],"been":[172],"hosted":[173],"diverse":[175],"regions,":[176],"adapting":[177],"content":[178,222],"local":[180],"contexts":[181],"strong":[185],"global":[186,246,310],"network":[187],"alumni,":[189],"mentors,":[190],"institutions.":[192],"Crucially,":[193],"advances":[195],"an":[196],"\u2018RDM":[197],"context\u2019":[199],"approach,":[200],"prioritizing":[201],"what":[202],"practical,":[204],"relevant,":[205],"achievable":[207],"low-resource":[209],"settings.":[210],"tailors":[212],"realities":[217],"LMICs,":[219],"making":[220],"more":[223],"applicable,":[224],"sustainable,":[225],"these":[229,254],"Drawing":[231],"documentation,":[236],"this":[237,276,291],"retrospective":[241],"synthesis":[242],"SoRDS\u2019":[244],"development,":[245,304],"expansion,":[247,311],"alumni":[248],"impact,":[249],"lessons":[251,314],"learned,":[252],"situating":[253],"within":[255],"broader":[257],"landscape.":[259,277],"particular,":[261],"it":[262,279],"draws":[263],"comparisons":[264],"other":[266],"activities,":[268],"noting":[269],"specific":[271],"niche":[272],"has":[274],"Finally,":[278],"outlines":[280],"priorities":[281],"programme\u2019s":[284],"next":[285],"stage.":[286],"primary":[288],"focus":[289],"provide":[295],"reflective,":[297],"evidence-based":[298],"account":[299],"SoRDS:":[301],"historical":[303],"unique":[306],"pedagogical":[307],"learned":[315],"over":[316],"implementation":[320],"environments.":[326]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2026-03-20T00:00:00"}