{"id":"https://openalex.org/W4391020588","doi":"https://doi.org/10.1109/tvcg.2024.3355884","title":"The Impact of Elicitation and Contrasting Narratives on Engagement, Recall and Attitude Change With News Articles Containing Data Visualization","display_name":"The Impact of Elicitation and Contrasting Narratives on Engagement, Recall and Attitude Change With News Articles Containing Data Visualization","publication_year":2024,"publication_date":"2024-01-19","ids":{"openalex":"https://openalex.org/W4391020588","doi":"https://doi.org/10.1109/tvcg.2024.3355884","pmid":"https://pubmed.ncbi.nlm.nih.gov/38241101"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3355884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3355884","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","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/A5046883685","display_name":"Milad Rogha","orcid":"https://orcid.org/0000-0002-1464-2157"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Milad Rogha","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057321859","display_name":"Subham Sah","orcid":"https://orcid.org/0009-0007-9446-6731"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subham Sah","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075295171","display_name":"Alireza Karduni","orcid":"https://orcid.org/0000-0001-9719-7513"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alireza Karduni","raw_affiliation_strings":["School of Interactive Arts and Technology, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Interactive Arts and Technology, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055571891","display_name":"Douglas Markant","orcid":"https://orcid.org/0000-0003-0568-2648"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas Markant","raw_affiliation_strings":["Department of Psychological Science, University of North Carolina at Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Science, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055992752","display_name":"Wenwen Dou","orcid":"https://orcid.org/0000-0003-0319-9484"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenwen Dou","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046883685"],"corresponding_institution_ids":["https://openalex.org/I102149020"],"apc_list":null,"apc_paid":null,"fwci":31.3666,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99413896,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"30","issue":"7","first_page":"4375","last_page":"4389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11488","display_name":"Climate Change Communication and Perception","score":0.9879999756813049,"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/T11542","display_name":"Behavioral Health and Interventions","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.7821096181869507},{"id":"https://openalex.org/keywords/surprise","display_name":"Surprise","score":0.760452151298523},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5580527782440186},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5428228378295898},{"id":"https://openalex.org/keywords/photo-elicitation","display_name":"Photo elicitation","score":0.49437522888183594},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4658575654029846},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.4195483326911926},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.40351638197898865},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.37693777680397034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3710251450538635},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.08236876130104065}],"concepts":[{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.7821096181869507},{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.760452151298523},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5580527782440186},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5428228378295898},{"id":"https://openalex.org/C2779713723","wikidata":"https://www.wikidata.org/wiki/Q17088139","display_name":"Photo elicitation","level":2,"score":0.49437522888183594},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4658575654029846},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.4195483326911926},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.40351638197898865},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.37693777680397034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3710251450538635},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.08236876130104065},{"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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2024.3355884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3355884","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:38241101","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38241101","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 transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2013728941","https://openalex.org/W2072327382","https://openalex.org/W2077724862","https://openalex.org/W2110827749","https://openalex.org/W2116857242","https://openalex.org/W2131972455","https://openalex.org/W2152364132","https://openalex.org/W2203714058","https://openalex.org/W2611586694","https://openalex.org/W2749069611","https://openalex.org/W2751777857","https://openalex.org/W2782898451","https://openalex.org/W2792731373","https://openalex.org/W2901498935","https://openalex.org/W2908972697","https://openalex.org/W2954519612","https://openalex.org/W2996229661","https://openalex.org/W3004300111","https://openalex.org/W3032168557","https://openalex.org/W3043404646","https://openalex.org/W3087243598","https://openalex.org/W3092187089","https://openalex.org/W3100035947","https://openalex.org/W3110873875","https://openalex.org/W3123421154","https://openalex.org/W3123885984","https://openalex.org/W3124625789","https://openalex.org/W3197192353","https://openalex.org/W4245878006","https://openalex.org/W4250558624","https://openalex.org/W4296955332","https://openalex.org/W4297461654","https://openalex.org/W4302933549","https://openalex.org/W4318751986","https://openalex.org/W4366547568","https://openalex.org/W4382240710","https://openalex.org/W4391498301","https://openalex.org/W6675984495"],"related_works":["https://openalex.org/W4236382845","https://openalex.org/W4388712630","https://openalex.org/W2481168998","https://openalex.org/W2476994687","https://openalex.org/W642988558","https://openalex.org/W2324507472","https://openalex.org/W1999899047","https://openalex.org/W2173353921","https://openalex.org/W2810824260","https://openalex.org/W4385750187"],"abstract_inverted_index":{"News":[0],"articles":[1],"containing":[2],"data":[3,28,182,247],"visualizations":[4,29],"play":[5],"an":[6,42,105],"important":[7],"role":[8],"in":[9,78,96,133,145,155,204,213,221,232,245],"informing":[10],"the":[11,24,51,134,146,174,178,184,192,225,233,239,246],"public":[12,17],"on":[13,23,58,123,183],"issues":[14],"ranging":[15],"from":[16],"health":[18],"to":[19,38,49,71,93,128,162,191],"politics.":[20],"Recent":[21],"research":[22],"persuasive":[25],"appeal":[26],"of":[27,53,98,100,120,176,194,206,227,235,241],"suggests":[30],"that":[31,66,75,89,199],"prior":[32,68],"attitudes":[33],"can":[34],"be":[35],"notoriously":[36],"difficult":[37],"change.":[39,125],"Inspired":[40],"by":[41],"NYT":[43],"article,":[44],"we":[45,113,150,169,197],"designed":[46],"two":[47],"experiments":[48],"evaluate":[50],"impact":[52],"elicitation":[54,91,122,137,160,228],"and":[55,62,84,208,217,229,238],"contrasting":[56,171,200,230],"narratives":[57,172,201,231],"attitude":[59,80,107,124],"change,":[60,81],"recall,":[61,83],"engagement.":[63,85],"We":[64,223],"hypothesized":[65],"eliciting":[67],"beliefs":[69],"leads":[70,92],"more":[72],"elaborative":[73],"thinking":[74],"ultimately":[76],"results":[77,193],"higher":[79,94,214],"better":[82],"Our":[86],"findings":[87],"revealed":[88],"visual":[90],"engagement":[95,203],"terms":[97,205],"feelings":[99],"surprise.":[101],"While":[102],"there":[103],"is":[104],"overall":[106],"change":[108,220],"across":[109],"all":[110],"experiment":[111],"conditions,":[112],"did":[114],"not":[115],"observe":[116],"a":[117,166],"significant":[118,153,219],"effect":[119],"belief":[121],"With":[126],"regard":[127],"recall":[129,141,156,215],"error,":[130],"while":[131],"participants":[132,144],"draw":[135],"trend":[136,148],"exhibited":[138],"significantly":[139],"lower":[140],"error":[142,157,216],"than":[143],"categorize":[147],"condition,":[149],"found":[151,198],"no":[152,163,218],"difference":[154],"when":[158],"comparing":[159],"conditions":[161],"elicitation.":[164],"In":[165],"follow-up":[167],"study,":[168],"added":[170],"with":[173],"purpose":[175],"making":[177],"main":[179],"visualization":[180],"(communicating":[181],"focal":[185],"issue)":[186],"appear":[187],"strikingly":[188],"different.":[189],"Compared":[190],"Study":[195],"1,":[196],"improved":[202],"surprise":[207],"interest":[209],"but":[210],"interestingly":[211],"resulted":[212],"attitude.":[222],"discuss":[224],"effects":[226],"context":[234],"topic":[236],"involvement":[237],"strengths":[240],"temporal":[242],"trends":[243],"encoded":[244],"visualization.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}