{"id":"https://openalex.org/W7165020200","doi":"https://doi.org/10.1109/pacificvis68791.2026.00037","title":"Data Visualization in High School Education: A Participatory and Cooperative Design Study in Denmark","display_name":"Data Visualization in High School Education: A Participatory and Cooperative Design Study in Denmark","publication_year":2026,"publication_date":"2026-04-20","ids":{"openalex":"https://openalex.org/W7165020200","doi":"https://doi.org/10.1109/pacificvis68791.2026.00037"},"language":"en","primary_location":{"id":"doi:10.1109/pacificvis68791.2026.00037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis68791.2026.00037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 19th Pacific Visualization Conference (PacificVis)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020426542","display_name":"Line Have Musaeus","orcid":"https://orcid.org/0000-0002-2915-2767"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Line Have Musaeus","raw_affiliation_strings":["Aarhus University,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Computer Science","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138767963","display_name":"Thomas Thomsen","orcid":null},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas Thomsen","raw_affiliation_strings":["Aarhus University,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Computer Science","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088255721","display_name":"Hans\u2010J\u00f6rg Schulz","orcid":"https://orcid.org/0000-0001-9974-535X"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Hans-J\u00f6rg Schulz","raw_affiliation_strings":["Aarhus University,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Computer Science","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138786897","display_name":"Niklas Elmqvist","orcid":null},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Niklas Elmqvist","raw_affiliation_strings":["Aarhus University,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Computer Science","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038727292","display_name":"Clemens Nylandsted Klokmose","orcid":null},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Clemens Nylandsted Klokmose","raw_affiliation_strings":["Aarhus University,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Computer Science","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"280","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.6051999926567078,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.6051999926567078,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13405","display_name":"Educational Assessment and Improvement","score":0.03849999979138374,"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.021800000220537186,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.45969998836517334},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.42480000853538513},{"id":"https://openalex.org/keywords/participatory-design","display_name":"Participatory design","score":0.3921999931335449},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.36739999055862427},{"id":"https://openalex.org/keywords/participatory-gis","display_name":"Participatory GIS","score":0.31279999017715454},{"id":"https://openalex.org/keywords/participatory-action-research","display_name":"Participatory action research","score":0.30309998989105225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49779999256134033},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.45969998836517334},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.42480000853538513},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.424699991941452},{"id":"https://openalex.org/C2777455480","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Participatory design","level":3,"score":0.3921999931335449},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.36739999055862427},{"id":"https://openalex.org/C33741171","wikidata":"https://www.wikidata.org/wiki/Q7140441","display_name":"Participatory GIS","level":3,"score":0.31279999017715454},{"id":"https://openalex.org/C140988679","wikidata":"https://www.wikidata.org/wiki/Q7140444","display_name":"Participatory action research","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2906999886035919},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2808000147342682},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.2784999907016754},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2678000032901764},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.258899986743927},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.257999986410141},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.25760000944137573},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25679999589920044},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25029999017715454}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pacificvis68791.2026.00037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis68791.2026.00037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 19th Pacific Visualization Conference (PacificVis)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/c89ed292-6fc7-491c-8871-cae4640b9010","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/c89ed292-6fc7-491c-8871-cae4640b9010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Musaeus, L H, Thomsen, T, Schulz, H J, Elmqvist, N & Klokmose, C N 2026, Data Visualization in High School Education : A Participatory and Cooperative Design Study in Denmark. in Proceedings - 2026 IEEE 19th Pacific Visualization Conference, PacificVis 2026. IEEE Computer Society Press, IEEE Pacific Visualization Symposium, pp. 280-290, 19th IEEE Pacific Visualization Conference, PacificVis 2026, Sydney, Australia, 20/04/2026. https://doi.org/10.1109/PacificVis68791.2026.00037","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4678483009338379,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310490","display_name":"Villum Fonden","ror":"https://ror.org/007ww2d15"},{"id":"https://openalex.org/F4320322436","display_name":"Novo Nordisk","ror":"https://ror.org/0435rc536"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Data":[0],"visualization":[1,43,97,112,139],"literacy":[2],"is":[3],"vital":[4],"for":[5,8,19,85,136],"preparing":[6],"students":[7,101],"higher":[9],"education":[10],"in":[11,76,102,149],"data-driven":[12],"fields,":[13],"yet":[14],"instructions":[15],"and":[16,33,41,58,66,94,116,124,129,131],"teaching":[17,64,79],"materials":[18],"high":[20,38,141],"school":[21,39,142],"remain":[22],"limited.":[23],"To":[24],"address":[25],"this":[26],"gap,":[27],"we":[28,54],"applied":[29],"participatory":[30],"design":[31],"(PD)":[32],"cooperative":[34],"prototyping":[35],"(CP)":[36],"with":[37],"teachers":[40],"data":[42,105,117,138],"experts":[44],"as":[45],"equal":[46],"partners.":[47],"Over":[48],"a":[49,77,91,95,133],"period":[50],"of":[51,145],"16":[52],"months,":[53],"conducted":[55],"an":[56],"interview":[57],"four":[59],"iterative":[60],"workshops":[61],"to":[62,99],"identify":[63],"challenges":[65],"co-create":[67],"solutions.":[68],"This":[69],"process":[70],"produced":[71],"three":[72],"prototype":[73],"sets,":[74],"culminating":[75],"17-step":[78],"unit":[80,89],"on":[81],"the":[82],"CoTinker":[83],"platform":[84],"computational":[86],"thinking.":[87],"The":[88],"uses":[90],"music":[92],"dataset":[93],"developed":[96],"tool":[98],"engage":[100],"collaboratively":[103],"creating":[104],"visualizations":[106],"through":[107],"hands-on":[108],"learning":[109],"while":[110],"introducing":[111],"concepts,":[113],"visual":[114],"storytelling,":[115],"ethics.":[118],"Our":[119],"work":[120],"demonstrates":[121],"how":[122],"PD":[123],"CP":[125],"can":[126],"bridge":[127],"research":[128],"practice,":[130],"contributes":[132],"replicable":[134],"framework":[135],"integrating":[137],"into":[140],"by":[143],"use":[144],"co-designed":[146],"tools":[147],"grounded":[148],"real-world":[150],"classrooms.":[151]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-18T00:00:00"}