{"id":"https://openalex.org/W4281693669","doi":"https://doi.org/10.3233/shti220169","title":"Vaccine Rollout and Shift in Public Sentiment: Twitter-Based Surveillance Study","display_name":"Vaccine Rollout and Shift in Public Sentiment: Twitter-Based Surveillance Study","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281693669","doi":"https://doi.org/10.3233/shti220169","pmid":"https://pubmed.ncbi.nlm.nih.gov/35673108"},"language":"en","primary_location":{"id":"doi:10.3233/shti220169","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220169","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220169","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220169","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041144572","display_name":"Uzair Shah","orcid":"https://orcid.org/0000-0002-6729-5654"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Uzair Shah","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051403530","display_name":"Md. Rafiul Biswas","orcid":"https://orcid.org/0000-0002-5145-1990"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Md Rafiul Biswas","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110917477","display_name":"Khalid Mahmoud Mohammed Dolaat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Khalid Mahmoud Mohammed Dolaat","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057926319","display_name":"Mowafa Househ","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mowafa Househ","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081437624","display_name":"Zubair Shah","orcid":"https://orcid.org/0000-0001-7389-3274"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Zubair Shah","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073854686","display_name":"Tanvir Alam","orcid":"https://orcid.org/0000-0001-7033-3693"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Tanvir Alam","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041144572"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":null,"apc_paid":null,"fwci":5.7966,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95767597,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"290","issue":null,"first_page":"704","last_page":"708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9995999932289124,"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/T10833","display_name":"Vaccine Coverage and Hesitancy","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9793999791145325,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.7100578546524048},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6823298335075378},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6404423713684082},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.48794716596603394},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4417969584465027},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4248644709587097},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.40165045857429504},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.37489014863967896},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3416775166988373},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34043702483177185},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2890750765800476},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21071934700012207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0900871753692627},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08813261985778809}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.7100578546524048},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6823298335075378},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6404423713684082},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.48794716596603394},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4417969584465027},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4248644709587097},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.40165045857429504},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.37489014863967896},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3416775166988373},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34043702483177185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2890750765800476},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21071934700012207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0900871753692627},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08813261985778809},{"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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D000086663","descriptor_name":"COVID-19 Vaccines","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D000086663","descriptor_name":"COVID-19 Vaccines","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D000086663","descriptor_name":"COVID-19 Vaccines","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D001290","descriptor_name":"Attitude","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001290","descriptor_name":"Attitude","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001290","descriptor_name":"Attitude","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003140","descriptor_name":"Communicable Disease Control","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003140","descriptor_name":"Communicable Disease Control","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003140","descriptor_name":"Communicable Disease Control","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":"D014612","descriptor_name":"Vaccines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014612","descriptor_name":"Vaccines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014612","descriptor_name":"Vaccines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220169","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220169","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220169","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:35673108","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35673108","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti220169","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220169","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220169","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281693669.pdf","grobid_xml":"https://content.openalex.org/works/W4281693669.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1743243001","https://openalex.org/W1987425720","https://openalex.org/W1989648123","https://openalex.org/W2018957241","https://openalex.org/W2321718699","https://openalex.org/W3015540584","https://openalex.org/W3022623780","https://openalex.org/W3030098530","https://openalex.org/W3088352144","https://openalex.org/W3098491645","https://openalex.org/W3134440370","https://openalex.org/W3157623058","https://openalex.org/W4393771540","https://openalex.org/W6601809819","https://openalex.org/W6637805623","https://openalex.org/W6647096421"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4381942459","https://openalex.org/W3119540162","https://openalex.org/W4313474620","https://openalex.org/W3152916563","https://openalex.org/W3152606407","https://openalex.org/W4327956415","https://openalex.org/W3106370311","https://openalex.org/W3103289217"],"abstract_inverted_index":{"This":[0,119],"study":[1],"aims":[2],"to":[3,68,81,117,183,192],"find":[4],"out":[5],"the":[6,15,54,85,102,110,128,133,135,143,152,157,178,194],"variation":[7],"of":[8,40,75,104,109,121,132,137,151,162,180],"Twitter":[9,27,122],"users'":[10,76,111,153],"sentiment":[11,61,77,112,155],"before":[12],"and":[13,34,84,93,101,164,187],"after":[14],"COVID-19":[16,22,184],"vaccine":[17,91,138,169,185],"rollout.":[18,170],"We":[19,51,171],"analyzed":[20],"all":[21],"related":[23],"tweets":[24,43],"posted":[25],"on":[26],"within":[28],"two":[29,57],"timeframes:":[30],"September":[31],"2020":[32],"(T1)":[33],"March":[35],"2021":[36],"(T2).":[37],"A":[38],"total":[39],"3":[41],"million":[42],"from":[44,66,79,115],"over":[45,149],"132":[46],"thousand":[47],"users":[48,55,86,123],"were":[49,87,124],"analyzed.":[50],"then":[52],"categorized":[53],"into":[56],"groups":[58],"whose":[59],"overall":[60,154],"shifted":[62,78,113],"positively":[63,83],"or":[64],"negatively":[65,114],"T1":[67,80,116,163],"T2.":[69,118],"Our":[70],"analysis":[71,175],"showed":[72],"that":[73,173],"27%":[74],"T2":[82],"more":[88,125],"confident":[89],"about":[90,99,127,168],"safety":[92],"efficacy.":[94],"Users":[95],"reported":[96],"positive":[97],"sentiments":[98],"travelling":[100],"easing":[103],"lockdown":[105],"measures.":[106],"Also,":[107],"20.4%":[108],"group":[120],"concerned":[126],"adverse":[129],"side":[130],"effects":[131],"vaccine,":[134],"pace":[136],"development":[139],"as":[140,142],"well":[141],"emerging":[144],"novel":[145],"coronavirus":[146],"variants.":[147],"Interestingly,":[148],"half":[150],"remained":[156],"same":[158],"in":[159],"both":[160],"periods":[161],"T2,":[165],"indicating":[166],"indifference":[167],"believe":[172],"our":[174],"will":[176],"support":[177],"exploration":[179],"public":[181],"reaction":[182],"rollout":[186],"assess":[188],"policy":[189],"makers'":[190],"decision":[191],"combat":[193],"pandemic.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}