{"id":"https://openalex.org/W3199130456","doi":"https://doi.org/10.1109/mcg.2021.3115396","title":"Activity Worksheets for Teaching and Learning Data Visualization","display_name":"Activity Worksheets for Teaching and Learning Data Visualization","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3199130456","doi":"https://doi.org/10.1109/mcg.2021.3115396","mag":"3199130456","pmid":"https://pubmed.ncbi.nlm.nih.gov/34559643"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2021.3115396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2021.3115396","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/A5060133440","display_name":"Vetria Byrd","orcid":"https://orcid.org/0000-0002-0733-2062"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vetria Byrd","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-0733-2062","affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072273142","display_name":"Nicole Dwenger","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicole Dwenger","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060133440"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":1.1651,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80862512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"41","issue":"6","first_page":"25","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T13398","display_name":"Data Analysis with R","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9477999806404114,"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/worksheet","display_name":"Worksheet","score":0.9518677592277527},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8678678274154663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7853845953941345},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6477288007736206},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6060745716094971},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.49624449014663696},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.47884249687194824},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3823675513267517},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.20013904571533203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17168399691581726},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07578319311141968}],"concepts":[{"id":"https://openalex.org/C176734034","wikidata":"https://www.wikidata.org/wiki/Q259432","display_name":"Worksheet","level":2,"score":0.9518677592277527},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8678678274154663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7853845953941345},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6477288007736206},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6060745716094971},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.49624449014663696},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.47884249687194824},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3823675513267517},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.20013904571533203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17168399691581726},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07578319311141968},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[{"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":"D003479","descriptor_name":"Curriculum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003479","descriptor_name":"Curriculum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003479","descriptor_name":"Curriculum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005178","descriptor_name":"Faculty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005178","descriptor_name":"Faculty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005178","descriptor_name":"Faculty","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2021.3115396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2021.3115396","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:34559643","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34559643","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}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1909489524","https://openalex.org/W1970569592","https://openalex.org/W2084776154","https://openalex.org/W2088290398","https://openalex.org/W2140415400","https://openalex.org/W2142493242","https://openalex.org/W2162072747","https://openalex.org/W2164244016","https://openalex.org/W2754535927","https://openalex.org/W2914477394","https://openalex.org/W3111567984","https://openalex.org/W3172246102","https://openalex.org/W3191388916","https://openalex.org/W6744116152","https://openalex.org/W6797362162","https://openalex.org/W6799637061"],"related_works":["https://openalex.org/W2105200106","https://openalex.org/W1574055964","https://openalex.org/W2104025928","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W1938514595","https://openalex.org/W2147893003","https://openalex.org/W3003759491","https://openalex.org/W2579659702"],"abstract_inverted_index":{"In":[0],"this":[1,131],"work,":[2,65],"the":[3,37,59,97,100,112,117,122],"data":[4,14,38,56,60,85,107],"visualization":[5,15,39,48,61,86,108],"activity":[6,27,42],"(DVA)":[7],"worksheet":[8,20,90],"method":[9,21],"for":[10,74,138],"teaching":[11],"and":[12,34,47,55,66,114,136],"learning":[13],"is":[16],"presented.":[17],"The":[18,41,69],"DVA":[19],"consists":[22],"of":[23,26,81,116],"a":[24,79,134],"series":[25],"worksheets":[28,43,70,101,118],"developed":[29],"to":[30,83,102,105,121],"guide":[31],"novice":[32],"instructors":[33],"students":[35],"through":[36],"process.":[40],"help":[44],"new":[45],"faculty":[46],"instructors,":[49],"lacking":[50],"formal":[51],"training":[52],"in":[53,96,126],"pedagogy":[54],"visualization,":[57],"learn":[58],"process,":[62,98],"design":[63],"course":[64],"develop":[67],"curriculum.":[68],"can":[71],"be":[72,103],"used":[73],"individual":[75,94],"activities,":[76],"or":[77],"as":[78],"collection":[80],"activities":[82],"support":[84],"capacity":[87],"building.":[88],"Each":[89],"focuses":[91],"on":[92],"an":[93],"step":[95],"allowing":[99],"tailored":[104],"discipline-specific":[106],"needs.":[109],"We":[110,129],"share":[111],"motivation":[113],"evolution":[115],"from":[119],"paper-based":[120],"semi-automated":[123],"process":[124],"utilized":[125],"fall":[127],"2020.":[128],"conclude":[130],"work":[132],"with":[133],"discussion":[135],"areas":[137],"improvement.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
