{"id":"https://openalex.org/W4415628695","doi":"https://doi.org/10.1016/j.visinf.2025.100287","title":"CovidDashboardWild: An interactive review on COVID-19 visualization dashboards in the wild","display_name":"CovidDashboardWild: An interactive review on COVID-19 visualization dashboards in the wild","publication_year":2025,"publication_date":"2025-10-28","ids":{"openalex":"https://openalex.org/W4415628695","doi":"https://doi.org/10.1016/j.visinf.2025.100287"},"language":"en","primary_location":{"id":"doi:10.1016/j.visinf.2025.100287","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.visinf.2025.100287","pdf_url":null,"source":{"id":"https://openalex.org/S2898150413","display_name":"Visual Informatics","issn_l":"2468-502X","issn":["2468-502X","2543-2656"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Visual Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.visinf.2025.100287","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006848294","display_name":"Guijuan Wang","orcid":"https://orcid.org/0000-0002-3966-4109"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guijuan Wang","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-3966-4109","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026092302","display_name":"Yadong Wu","orcid":"https://orcid.org/0000-0003-0919-9151"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yadong Wu","raw_affiliation_strings":["Sichuan University West China Hospital, No. 37, Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan University West China Hospital, No. 37, Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101812144","display_name":"Jiaxin Yang","orcid":"https://orcid.org/0000-0001-7566-3675"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxin Yang","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101109338","display_name":"Han Su","orcid":"https://orcid.org/0009-0009-3220-8993"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Su","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":"https://orcid.org/0009-0009-3220-8993","affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ziyi Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Tang","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110905456","display_name":"Changwei Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changwei Luo","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061696740","display_name":"Tong L\u00fc","orcid":"https://orcid.org/0000-0002-7051-5347"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Tong","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100706233","display_name":"Xiaorong Zhang","orcid":"https://orcid.org/0000-0002-2769-2532"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorong Zhang","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074709699","display_name":"Wenjuan Bai","orcid":"https://orcid.org/0000-0003-1244-8016"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjuan Bai","raw_affiliation_strings":["Sichuan University of Science and Engineering, No. 519, Huixing Road, Ziliujing District, Zigong, 643000, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0003-1244-8016","affiliations":[{"raw_affiliation_string":"Sichuan University of Science and Engineering, No. 519, Huixing Road, Ziliujing District, Zigong, 643000, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109396942","display_name":"Lijuan Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijuan Peng","raw_affiliation_strings":["Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, No. 59, Qinglong Avenue, Fucheng District, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026092302"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"],"apc_list":null,"apc_paid":null,"fwci":0.5475,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69265839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":"2","first_page":"100287","last_page":"100287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.04910000041127205,"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":0.04910000041127205,"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/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.025800000876188278,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10168","display_name":"COVID-19 and Mental Health","score":0.022299999371170998,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/visualization","display_name":"Visualization","score":0.6740999817848206},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.42320001125335693},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.3659999966621399},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.35030001401901245}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6740999817848206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6502000093460083},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.42320001125335693},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.3659999966621399},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.35030001401901245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34549999237060547},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3321000039577484},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3262999951839447},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.2736000120639801},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.260699987411499}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.visinf.2025.100287","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.visinf.2025.100287","pdf_url":null,"source":{"id":"https://openalex.org/S2898150413","display_name":"Visual Informatics","issn_l":"2468-502X","issn":["2468-502X","2543-2656"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Visual Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.visinf.2025.100287","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.visinf.2025.100287","pdf_url":null,"source":{"id":"https://openalex.org/S2898150413","display_name":"Visual Informatics","issn_l":"2468-502X","issn":["2468-502X","2543-2656"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Visual Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2245113812","display_name":null,"funder_award_id":"H31225001","funder_id":"https://openalex.org/F4320322922","funder_display_name":"Department of Science and Technology of Sichuan Province"},{"id":"https://openalex.org/G705064301","display_name":null,"funder_award_id":"25zx7125","funder_id":"https://openalex.org/F4320322559","funder_display_name":"Southwest University of Science and Technology"},{"id":"https://openalex.org/G8186581164","display_name":null,"funder_award_id":"2024YFHZ0197","funder_id":"https://openalex.org/F4320322922","funder_display_name":"Department of Science and Technology of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320322559","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474"},{"id":"https://openalex.org/F4320322922","display_name":"Department of Science and Technology of Sichuan Province","ror":"https://ror.org/04323m874"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1914475855","https://openalex.org/W2067022444","https://openalex.org/W2123737882","https://openalex.org/W2129110272","https://openalex.org/W2142493242","https://openalex.org/W2161133721","https://openalex.org/W2171892642","https://openalex.org/W2287322623","https://openalex.org/W2404789126","https://openalex.org/W2467861610","https://openalex.org/W2513899057","https://openalex.org/W2543893460","https://openalex.org/W2626959846","https://openalex.org/W2790036144","https://openalex.org/W2791453541","https://openalex.org/W2801605877","https://openalex.org/W2888611489","https://openalex.org/W2888652842","https://openalex.org/W2969478830","https://openalex.org/W3003573988","https://openalex.org/W3008443627","https://openalex.org/W3034069517","https://openalex.org/W3039954021","https://openalex.org/W3045704391","https://openalex.org/W3085194789","https://openalex.org/W3085893429","https://openalex.org/W3092008026","https://openalex.org/W3093028463","https://openalex.org/W3095866694","https://openalex.org/W3115894432","https://openalex.org/W3128541675","https://openalex.org/W3133758224","https://openalex.org/W3164149740","https://openalex.org/W3168186765","https://openalex.org/W3204066096","https://openalex.org/W3204423130","https://openalex.org/W4200160087","https://openalex.org/W4223487063","https://openalex.org/W4289261700","https://openalex.org/W4296163792","https://openalex.org/W4297489900","https://openalex.org/W4306759050","https://openalex.org/W4308751653","https://openalex.org/W4378782929","https://openalex.org/W4385797716","https://openalex.org/W4388286213","https://openalex.org/W4389212241","https://openalex.org/W4390886514","https://openalex.org/W4391615571","https://openalex.org/W4394577391","https://openalex.org/W4396855116","https://openalex.org/W4404588847","https://openalex.org/W4407858172"],"related_works":[],"abstract_inverted_index":{"Since":[0],"the":[1,35,52,70,73,85,107,132,165],"global":[2,46],"outbreak":[3],"of":[4,34,40,98],"COVID-19,":[5],"numerous":[6],"interactive":[7,157],"and":[8,26,94,121,139,147,172],"dynamically":[9],"updated":[10],"dashboards":[11,31,65,101,133,167],"have":[12],"been":[13],"deployed":[14,102],"worldwide":[15],"to":[16,20,43,84,134],"disseminate":[17],"critical":[18],"information":[19],"broad":[21],"audiences.":[22],"Unlike":[23],"traditional":[24],"researcher-led":[25],"lab-based":[27],"visualization":[28,41,53,86],"studies,":[29],"these":[30,64,78],"represent":[32],"one":[33],"first":[36],"large-scale,":[37],"real-world":[38,104],"applications":[39],"technology":[42],"address":[44],"a":[45,96,111],"crisis,":[47],"offering":[48],"unique":[49,137],"insights":[50],"for":[51,89],"community":[54],"into":[55],"how":[56],"visual":[57],"systems":[58],"are":[59,66],"adopted":[60],"in":[61,103],"practice.":[62],"However,":[63],"gradually":[67],"disappearing":[68],"from":[69],"internet":[71],"as":[72],"pandemic":[74],"subsides.":[75],"To":[76,150],"document":[77],"historically":[79],"significant":[80],"practices,":[81],"while":[82],"responding":[83],"community\u2019s":[87],"call":[88],"practice-driven":[90],"research,":[91],"we":[92,129,154],"consolidate":[93],"review":[95],"dataset":[97],"208":[99],"COVID-19":[100],"settings":[105],"(\u201din":[106],"wild\u201d).":[108],"We":[109,142],"develop":[110],"nested":[112],"hierarchical":[113],"taxonomy":[114],"spanning":[115],"four":[116],"levels,":[117],"12":[118],"named":[119],"categories,":[120],"over":[122],"70":[123],"exploratory":[124],"tags.":[125],"Using":[126],"this":[127],"taxonomy,":[128],"systematically":[130],"analyze":[131],"identify":[135],"their":[136,169],"characteristics":[138],"design":[140,170],"space.":[141],"conclude":[143],"with":[144,168],"research":[145],"challenges":[146],"future":[148],"directions.":[149],"support":[151],"further":[152],"exploration,":[153],"provide":[155],"an":[156],"browser":[158],"(available":[159],"at":[160],"https://pandemicdashboards.github.io/":[161],")":[162],"that":[163],"catalogs":[164],"reviewed":[166],"attributes":[171],"archived":[173],"snapshots.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-29T00:00:00"}