{"id":"https://openalex.org/W2806823510","doi":"https://doi.org/10.1109/mcg.2018.032421650","title":"Observations and Reflections on Visualization Literacy in Elementary School","display_name":"Observations and Reflections on Visualization Literacy in Elementary School","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2806823510","doi":"https://doi.org/10.1109/mcg.2018.032421650","mag":"2806823510","pmid":"https://pubmed.ncbi.nlm.nih.gov/29877801"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2018.032421650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2018.032421650","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5029815396","display_name":"Fanny Chevalier","orcid":"https://orcid.org/0000-0002-5585-7971"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fanny Chevalier","raw_affiliation_strings":["University of Toronto","University of Toronto, Toronto, ON, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto, Toronto, ON, CA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068799512","display_name":"Nathalie Henry Riche","orcid":"https://orcid.org/0000-0003-1759-7512"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nathalie Henry Riche","raw_affiliation_strings":["Microsoft Research","Microsoft Research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Microsoft Research#TAB#","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079897672","display_name":"Ba\u015fak Alper","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Basak Alper","raw_affiliation_strings":["NASA-Jet Propulsion Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030084361","display_name":"Catherine Plaisant","orcid":"https://orcid.org/0000-0003-4049-5848"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine Plaisant","raw_affiliation_strings":["University of Maryland, College Park","University of Maryland - College Park"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"University of Maryland - College Park","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036872754","display_name":"Jeremy Boy","orcid":"https://orcid.org/0000-0003-3957-7598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeremy Boy","raw_affiliation_strings":["UN Global Pulse"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UN Global Pulse","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034277315","display_name":"Niklas Elmqvist","orcid":"https://orcid.org/0000-0001-5805-5301"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niklas Elmqvist","raw_affiliation_strings":["University of Maryland, College Park","University of Maryland - College Park"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"University of Maryland - College Park","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.484,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.86977449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"38","issue":"3","first_page":"21","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9966999888420105,"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":0.9966999888420105,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.991599977016449,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9703999757766724,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8979853987693787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.734988272190094},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.5984102487564087},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5473312735557556},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4579104781150818},{"id":"https://openalex.org/keywords/school-teachers","display_name":"School teachers","score":0.42885324358940125},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4186200797557831},{"id":"https://openalex.org/keywords/visual-literacy","display_name":"Visual literacy","score":0.4153950810432434},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38906925916671753},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34066468477249146},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.2286365032196045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16919264197349548},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15238270163536072}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8979853987693787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.734988272190094},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.5984102487564087},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5473312735557556},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4579104781150818},{"id":"https://openalex.org/C3020423824","wikidata":"https://www.wikidata.org/wiki/Q37226","display_name":"School teachers","level":2,"score":0.42885324358940125},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4186200797557831},{"id":"https://openalex.org/C2778750949","wikidata":"https://www.wikidata.org/wiki/Q1156763","display_name":"Visual literacy","level":2,"score":0.4153950810432434},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38906925916671753},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34066468477249146},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2286365032196045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16919264197349548},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15238270163536072}],"mesh":[{"descriptor_ui":"D000067010","descriptor_name":"Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067010","descriptor_name":"Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067010","descriptor_name":"Literacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078326","descriptor_name":"Data Visualization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078326","descriptor_name":"Data Visualization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078326","descriptor_name":"Data Visualization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/mcg.2018.032421650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2018.032421650","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:29877801","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29877801","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE computer graphics and applications","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/efed46a7-4f63-4b84-80a7-fc8cfabc1a42","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/efed46a7-4f63-4b84-80a7-fc8cfabc1a42","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chevalier , F , Henry Riche , N , Alper , B , Plaisant , C , Boy , J &amp; Elmqvist , N 2018 , ' Observations and Reflections on Visualization Literacy in Elementary School ' , IEEE Computer Graphics and Applications , vol. 38 , no. 3 , pp. 21-29 . https://doi.org/10.1109/MCG.2018.032421650","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8999999761581421,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W73734048","https://openalex.org/W1935234898","https://openalex.org/W1937349937","https://openalex.org/W2037468227","https://openalex.org/W2050674259","https://openalex.org/W2057455447","https://openalex.org/W2152364132","https://openalex.org/W2513780624","https://openalex.org/W2557720241","https://openalex.org/W2610687266","https://openalex.org/W6788848614"],"related_works":["https://openalex.org/W1977623637","https://openalex.org/W3010975807","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2105200106","https://openalex.org/W2151530263","https://openalex.org/W2096373083","https://openalex.org/W1574055964","https://openalex.org/W2104025928","https://openalex.org/W2295030662"],"abstract_inverted_index":{"In":[0],"this":[1,22],"article,":[2],"we":[3,25],"share":[4],"our":[5],"reflections":[6],"on":[7,23,54],"visualization":[8,37,55],"literacy":[9],"and":[10,32,39],"how":[11,29,33],"it":[12],"might":[13],"be":[14],"better":[15],"developed":[16],"in":[17,41],"early":[18],"education.":[19],"We":[20,44],"base":[21],"lessons":[24],"learned":[26],"while":[27],"studying":[28],"teachers":[30],"instruct,":[31],"students":[34],"acquire":[35],"basic":[36],"principles":[38],"skills":[40],"elementary":[42],"school.":[43],"use":[45],"these":[46],"findings":[47],"to":[48],"propose":[49],"directions":[50],"for":[51],"future":[52],"research":[53],"literacy.":[56]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
