{"id":"https://openalex.org/W4221166742","doi":"https://doi.org/10.1080/10447318.2022.2064609","title":"Understanding How Older Adults Comprehend COVID-19 Interactive Visualizations via Think-Aloud Protocol","display_name":"Understanding How Older Adults Comprehend COVID-19 Interactive Visualizations via Think-Aloud Protocol","publication_year":2022,"publication_date":"2022-05-26","ids":{"openalex":"https://openalex.org/W4221166742","doi":"https://doi.org/10.1080/10447318.2022.2064609"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2022.2064609","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2022.2064609","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.hkust.edu.hk/ir/bitstream/1783.1-117945/1/043536_1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048919402","display_name":"Mingming Fan","orcid":"https://orcid.org/0000-0002-0356-4712"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Mingming Fan","raw_affiliation_strings":["Computational Media and Arts Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","Division of Integrative Systems and Design & Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Computational Media and Arts Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Division of Integrative Systems and Design & Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383444","display_name":"Yiwen Wang","orcid":"https://orcid.org/0000-0002-1234-7621"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiwen Wang","raw_affiliation_strings":["School of Information, Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Information, Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022367883","display_name":"Yuni Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuni Xie","raw_affiliation_strings":["School of Information, Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Information, Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056149878","display_name":"Franklin Mingzhe Li","orcid":"https://orcid.org/0000-0003-4995-4545"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franklin Mingzhe Li","raw_affiliation_strings":["Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075639297","display_name":"Chunyang Chen","orcid":"https://orcid.org/0000-0003-2011-9618"},"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":"Chunyang Chen","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048919402"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":1.3734,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83097668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"39","issue":"8","first_page":"1626","last_page":"1642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11977","display_name":"Technology Use by Older Adults","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/T14074","display_name":"Persona Design and Applications","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/think-aloud-protocol","display_name":"Think aloud protocol","score":0.82936692237854},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6511574983596802},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.548348069190979},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5421664714813232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5384879112243652},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4449912905693054},{"id":"https://openalex.org/keywords/protocol-analysis","display_name":"Protocol analysis","score":0.44119566679000854},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3839453458786011},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13860076665878296},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.10501551628112793}],"concepts":[{"id":"https://openalex.org/C78821406","wikidata":"https://www.wikidata.org/wiki/Q391810","display_name":"Think aloud protocol","level":3,"score":0.82936692237854},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6511574983596802},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.548348069190979},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5421664714813232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5384879112243652},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4449912905693054},{"id":"https://openalex.org/C133112747","wikidata":"https://www.wikidata.org/wiki/Q7251931","display_name":"Protocol analysis","level":2,"score":0.44119566679000854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3839453458786011},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13860076665878296},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.10501551628112793},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/10447318.2022.2064609","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2022.2064609","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-117945","is_oa":true,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-117945","pdf_url":"https://repository.hkust.edu.hk/ir/bitstream/1783.1-117945/1/043536_1.pdf","source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:figshare.com:article/22642591","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Understanding_How_Older_Adults_Comprehend_COVID-19_Interactive_Visualizations_via_Think-Aloud_Protocol/22642591","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.6084/m9.figshare.22642591.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.22642591.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-117945","is_oa":true,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-117945","pdf_url":"https://repository.hkust.edu.hk/ir/bitstream/1783.1-117945/1/043536_1.pdf","source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221166742.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W619563084","https://openalex.org/W1496523069","https://openalex.org/W1572452220","https://openalex.org/W1588393923","https://openalex.org/W1588957466","https://openalex.org/W1862818941","https://openalex.org/W1971781829","https://openalex.org/W1972170794","https://openalex.org/W1976723219","https://openalex.org/W1978632524","https://openalex.org/W1984622973","https://openalex.org/W1990100773","https://openalex.org/W1991693749","https://openalex.org/W2009846045","https://openalex.org/W2012487898","https://openalex.org/W2017756939","https://openalex.org/W2037188078","https://openalex.org/W2043974557","https://openalex.org/W2050859316","https://openalex.org/W2051660196","https://openalex.org/W2051865918","https://openalex.org/W2060565253","https://openalex.org/W2061376642","https://openalex.org/W2066230112","https://openalex.org/W2066646322","https://openalex.org/W2073866452","https://openalex.org/W2096113160","https://openalex.org/W2120109170","https://openalex.org/W2124445109","https://openalex.org/W2128581729","https://openalex.org/W2132534623","https://openalex.org/W2144231422","https://openalex.org/W2146778625","https://openalex.org/W2159213918","https://openalex.org/W2161133721","https://openalex.org/W2164117329","https://openalex.org/W2311682599","https://openalex.org/W2331073052","https://openalex.org/W2331745243","https://openalex.org/W2414628502","https://openalex.org/W2472758444","https://openalex.org/W2512158941","https://openalex.org/W2530645864","https://openalex.org/W2580328928","https://openalex.org/W2743779722","https://openalex.org/W2760261488","https://openalex.org/W2807821917","https://openalex.org/W2966541941","https://openalex.org/W2974160389","https://openalex.org/W3015090018","https://openalex.org/W3021806606","https://openalex.org/W3160508796","https://openalex.org/W3161683830","https://openalex.org/W4205810926","https://openalex.org/W4236990599","https://openalex.org/W4249861784"],"related_works":["https://openalex.org/W2188860261","https://openalex.org/W4299529040","https://openalex.org/W3188118552","https://openalex.org/W2125259630","https://openalex.org/W2016587816","https://openalex.org/W1795122992","https://openalex.org/W2108120676","https://openalex.org/W2127784610","https://openalex.org/W2793293581","https://openalex.org/W2775474118"],"abstract_inverted_index":{"Older":[0],"adults":[1,16,57,89,124],"have":[2],"been":[3,37],"hit":[4],"disproportionally":[5],"hard":[6],"by":[7,86,154],"the":[8,19,98,126,130,142,155,159],"COVID-19":[9,23,63,93],"pandemic.":[10],"One":[11],"critical":[12],"way":[13],"for":[14,165],"older":[15,56,79,88,123,172],"to":[17,28,53,72,78,90,171],"minimize":[18],"negative":[20],"impact":[21],"of":[22,118,150],"and":[24,47,60,66,128],"future":[25],"pandemics":[26],"is":[27,51],"stay":[29],"informed":[30],"about":[31],"its":[32],"latest":[33],"information,":[34],"which":[35],"has":[36],"increasingly":[38],"presented":[39],"through":[40],"online":[41,62],"interactive":[42,64,94,167],"visualizations":[43,65,75,95,127,168],"(e.g.,":[44],"live":[45],"dashboards":[46],"websites).":[48],"Thus,":[49],"it":[50],"imperative":[52],"understand":[54],"how":[55,122],"interact":[58,91],"with":[59,92,134,146],"comprehend":[61],"what":[67],"challenges":[68,131,143],"they":[69,132,144],"might":[70],"encounter":[71],"make":[73],"such":[74],"more":[76,169],"accessible":[77,170],"adults.":[80,173],"We":[81],"adopted":[82,153],"a":[83,106],"user-centered":[84],"approach":[85],"inviting":[87],"while":[96],"at":[97],"same":[99],"time":[100],"verbalizing":[101],"their":[102,111],"thought":[103,119,136],"processes":[104,120],"using":[105],"think-aloud":[107,112],"protocol.":[108],"By":[109],"analyzing":[110],"verbalizations,":[113],"we":[114,139,161],"identified":[115,141],"four":[116],"types":[117,149],"representing":[121],"comprehended":[125],"uncovered":[129],"encountered":[133,145],"these":[135],"processes.":[137],"Furthermore,":[138],"also":[140],"seven":[147],"common":[148],"interaction":[151],"techniques":[152],"visualizations.":[156],"Based":[157],"on":[158],"findings,":[160],"present":[162],"design":[163],"guidelines":[164],"making":[166]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
