{"id":"https://openalex.org/W4321441989","doi":"https://doi.org/10.1145/3576050.3576063","title":"How Do Teachers Use Dashboards Enhanced with Data Storytelling Elements According to their Data Visualisation Literacy Skills?","display_name":"How Do Teachers Use Dashboards Enhanced with Data Storytelling Elements According to their Data Visualisation Literacy Skills?","publication_year":2023,"publication_date":"2023-02-21","ids":{"openalex":"https://openalex.org/W4321441989","doi":"https://doi.org/10.1145/3576050.3576063"},"language":"en","primary_location":{"id":"doi:10.1145/3576050.3576063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3576050.3576063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK23: 13th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"article","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/A5085843575","display_name":"Stanislav Pozdniakov","orcid":"https://orcid.org/0000-0003-4451-9181"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Stanislav Pozdniakov","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052017575","display_name":"Roberto Mart\u00ednez\u2010Maldonado","orcid":"https://orcid.org/0000-0002-8375-1816"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roberto Martinez-Maldonado","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102026376","display_name":"Yi\u2010Shan Tsai","orcid":"https://orcid.org/0000-0001-8967-5327"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yi-Shan Tsai","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067966650","display_name":"Vanessa Echeverr\u00eda","orcid":"https://orcid.org/0000-0002-2022-9588"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vanessa Echeverria","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004418486","display_name":"Namrata Srivastava","orcid":"https://orcid.org/0000-0003-4194-318X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Namrata Srivastava","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dragan Gasevic","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085843575"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":10.081,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.98287147,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9876999855041504,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9381999969482422,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.7719542980194092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6698437333106995},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6106822490692139},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5672128796577454},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5170760154724121},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.5076042413711548},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.49766114354133606},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.4954935312271118},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.45521044731140137},{"id":"https://openalex.org/keywords/visual-literacy","display_name":"Visual literacy","score":0.41630828380584717},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3253135085105896},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3205510377883911},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3119845986366272},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1858917772769928},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1841369867324829},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12824863195419312}],"concepts":[{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.7719542980194092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6698437333106995},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6106822490692139},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5672128796577454},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5170760154724121},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.5076042413711548},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.49766114354133606},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.4954935312271118},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.45521044731140137},{"id":"https://openalex.org/C2778750949","wikidata":"https://www.wikidata.org/wiki/Q1156763","display_name":"Visual literacy","level":2,"score":0.41630828380584717},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3253135085105896},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3205510377883911},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3119845986366272},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1858917772769928},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1841369867324829},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12824863195419312},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3576050.3576063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3576050.3576063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK23: 13th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8799999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2029445248","https://openalex.org/W2341679435","https://openalex.org/W2488113179","https://openalex.org/W2513780624","https://openalex.org/W2587818073","https://openalex.org/W2593639882","https://openalex.org/W2775398371","https://openalex.org/W2789958057","https://openalex.org/W2793785583","https://openalex.org/W2810026859","https://openalex.org/W2904994877","https://openalex.org/W2938478411","https://openalex.org/W2954911846","https://openalex.org/W2959350794","https://openalex.org/W2965758769","https://openalex.org/W2966104745","https://openalex.org/W2966432879","https://openalex.org/W2995679171","https://openalex.org/W3012464528","https://openalex.org/W3017863658","https://openalex.org/W3029417713","https://openalex.org/W3036611445","https://openalex.org/W3040894905","https://openalex.org/W3085184300","https://openalex.org/W3092569006","https://openalex.org/W3119407035","https://openalex.org/W3128442208","https://openalex.org/W3134107094","https://openalex.org/W3145695153","https://openalex.org/W3149853082","https://openalex.org/W3167986066","https://openalex.org/W3170353180","https://openalex.org/W3180481785","https://openalex.org/W3187530623","https://openalex.org/W3197405043","https://openalex.org/W3198344161","https://openalex.org/W3202358583","https://openalex.org/W3206500969","https://openalex.org/W4206692640","https://openalex.org/W4214813753","https://openalex.org/W4214827496","https://openalex.org/W4214926551","https://openalex.org/W4221098204","https://openalex.org/W4232488826","https://openalex.org/W4280651558","https://openalex.org/W4300484403","https://openalex.org/W6966304785","https://openalex.org/W6968675460"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4391160349","https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4312251268","https://openalex.org/W4225907471","https://openalex.org/W4321608238","https://openalex.org/W2113723816"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,114],"proliferation":[3],"of":[4,22,48,120,126],"learning":[5],"analytics":[6],"(LA)":[7],"dashboards":[8,50,105],"aimed":[9],"at":[10],"supporting":[11],"teachers.":[12],"Yet,":[13],"teachers":[14,63,96,119,142,161,179],"still":[15],"find":[16],"it":[17],"challenging":[18],"to":[19,32,57,64,170],"make":[20],"sense":[21],"LA":[23,104],"dashboards,":[24],"thereby":[25],"making":[26],"informed":[27],"decisions.":[28],"Two":[29],"main":[30],"strategies":[31,165],"address":[33],"this":[34,91],"are":[35],"emerging:":[36],"i)":[37],"upskilling":[38],"teachers\u2019":[39],"data":[40,109,133,146,186],"literacy;":[41],"ii)":[42],"improving":[43],"the":[44,59,80,83,144,174,181],"explanatory":[45],"design":[46,85],"features":[47],"current":[49],"(e.g.,":[51],"adding":[52],"visual":[53],"cues":[54],"or":[55],"text)":[56],"minimise":[58],"skills":[60,102],"required":[61],"by":[62,154],"effectively":[65],"use":[66,103],"dashboards.":[67],"While":[68],"each":[69],"approach":[70],"has":[71,78],"its":[72],"own":[73],"trade-offs,":[74],"no":[75],"previous":[76],"work":[77],"explored":[79],"interplay":[81],"between":[82],"dashboard":[84,130],"and":[86,150,166,196],"such":[87,189],"\"data":[88],"skills\".":[89],"In":[90],"paper,":[92],"we":[93],"explore":[94],"how":[95],"with":[97,107,117,132,194],"varying":[98],"visualisation":[99],"literacy":[100],"(VL)":[101],"enhanced":[106,131],"(explanatory)":[108],"storytelling":[110,134,187],"elements.":[111,135],"We":[112,136],"conducted":[113],"quasi-experimental":[115],"study":[116],"23":[118],"varied":[121],"VL":[122,160,178],"inspecting":[123],"two":[124],"versions":[125],"an":[127,138],"authentic":[128],"multichannel":[129],"used":[137],"eye-tracking":[139],"device":[140],"while":[141,176],"inspected":[143],"students\u2019":[145],"captured":[147],"from":[148,183],"Zoom":[149],"Google":[151],"Docs,":[152],"followed":[153],"interviews.":[155],"Results":[156],"suggest":[157],"that":[158],"high":[159],"adopted":[162],"complex":[163,192],"exploratory":[164],"were":[167],"more":[168,184],"sensitive":[169],"subtle":[171],"inconsistencies":[172],"in":[173],"design;":[175],"low":[177],"benefited":[180],"most":[182],"explicit":[185],"guidance":[188],"as":[190],"accompanying":[191],"graphs":[193],"narrative":[195],"semantic":[197],"colour":[198],"encoding.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
