{"id":"https://openalex.org/W3162947886","doi":"https://doi.org/10.1145/3411763.3451612","title":"Using Tweets to Assess Mental Well-being of Essential Workers During the COVID-19 Pandemic","display_name":"Using Tweets to Assess Mental Well-being of Essential Workers During the COVID-19 Pandemic","publication_year":2021,"publication_date":"2021-05-08","ids":{"openalex":"https://openalex.org/W3162947886","doi":"https://doi.org/10.1145/3411763.3451612","mag":"3162947886"},"language":"en","primary_location":{"id":"doi:10.1145/3411763.3451612","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411763.3451612","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","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/A5012364497","display_name":"Johnna Blair","orcid":"https://orcid.org/0000-0001-9579-9393"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Johnna Blair","raw_affiliation_strings":["Information Sciences and Technology, Pennsylvania State University, United States"],"affiliations":[{"raw_affiliation_string":"Information Sciences and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010483978","display_name":"Chi-Yang Hsu","orcid":"https://orcid.org/0009-0007-8668-2901"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chi-Yang Hsu","raw_affiliation_strings":["College of Information Science and Technology, Pennsylvania State University, United States"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068475839","display_name":"Ling Qiu","orcid":"https://orcid.org/0000-0001-7268-2360"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ling Qiu","raw_affiliation_strings":["Pennsylvania State University, United States"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074527184","display_name":"Shih-Hong Huang","orcid":"https://orcid.org/0009-0001-4298-5325"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shih-Hong Huang","raw_affiliation_strings":["College of Information Sciences and Technology, Pennsylvania State University, United States"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083675499","display_name":"Ting-Hao Huang","orcid":"https://orcid.org/0000-0001-7021-4627"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting-Hao Kenneth Huang","raw_affiliation_strings":["College of Information Sciences and Technology, Pennsylvania State University, United States"],"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049100304","display_name":"Saeed Abdullah","orcid":"https://orcid.org/0000-0002-4371-8173"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saeed Abdullah","raw_affiliation_strings":["Information Sciences and Technology, Pennsylvania State University, United States"],"affiliations":[{"raw_affiliation_string":"Information Sciences and Technology, Pennsylvania State University, United States","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012364497"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":2.3201,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87705802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10168","display_name":"COVID-19 and Mental Health","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/pandemic","display_name":"Pandemic","score":0.8353126645088196},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7175487279891968},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6649088263511658},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.631375253200531},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5821059942245483},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4962936043739319},{"id":"https://openalex.org/keywords/social-isolation","display_name":"Social isolation","score":0.4900315999984741},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48644065856933594},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.42982035875320435},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42943382263183594},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.4274560213088989},{"id":"https://openalex.org/keywords/social-distance","display_name":"Social distance","score":0.4130192995071411},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3639250099658966},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3339841961860657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32118135690689087},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2792801558971405},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22280961275100708},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.18516471982002258},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15353864431381226},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1519276201725006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11000978946685791},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.10079482197761536},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.07299777865409851}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.8353126645088196},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7175487279891968},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6649088263511658},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.631375253200531},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5821059942245483},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4962936043739319},{"id":"https://openalex.org/C2776893239","wikidata":"https://www.wikidata.org/wiki/Q1778765","display_name":"Social isolation","level":2,"score":0.4900315999984741},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48644065856933594},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.42982035875320435},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42943382263183594},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.4274560213088989},{"id":"https://openalex.org/C172656115","wikidata":"https://www.wikidata.org/wiki/Q2142613","display_name":"Social distance","level":5,"score":0.4130192995071411},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3639250099658966},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3339841961860657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32118135690689087},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2792801558971405},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22280961275100708},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.18516471982002258},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15353864431381226},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1519276201725006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11000978946685791},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10079482197761536},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.07299777865409851},{"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},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","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},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3411763.3451612","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411763.3451612","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W1998970095","https://openalex.org/W2005497983","https://openalex.org/W2099813784","https://openalex.org/W2106686523","https://openalex.org/W2182854643","https://openalex.org/W2250553926","https://openalex.org/W2588209553","https://openalex.org/W2762314548","https://openalex.org/W2780802958","https://openalex.org/W2802594031","https://openalex.org/W2891104294","https://openalex.org/W3048399846"],"related_works":["https://openalex.org/W2044042590","https://openalex.org/W3188694227","https://openalex.org/W3161194829","https://openalex.org/W4285592362","https://openalex.org/W3207924899","https://openalex.org/W3028315393","https://openalex.org/W3017352343","https://openalex.org/W4293167497","https://openalex.org/W2024733378","https://openalex.org/W2334182717"],"abstract_inverted_index":{"The":[0],"Covid-19":[1],"pandemic":[2,90],"has":[3,20],"led":[4],"to":[5,37,69,142,149],"large-scale":[6],"lifestyle":[7],"changes":[8],"and":[9,13,44,128],"increased":[10],"social":[11],"isolation":[12],"stress":[14],"on":[15,25,63,112,133],"a":[16,22,56,73,80,117],"societal":[17],"level.":[18],"This":[19],"had":[21],"unique":[23],"impact":[24,62,148],"US":[26],"\u201cessential":[27],"workers\u201d":[28],"(EWs)":[29],"\u2013":[30],"who":[31],"continue":[32],"working":[33],"outside":[34],"their":[35,64],"homes":[36],"provide":[38],"critical":[39],"services,":[40],"such":[41],"as":[42,55,67,72],"hospital":[43],"infrastructure":[45],"employees.":[46],"We":[47,75],"examine":[48],"the":[49,60,70,89,92,130],"use":[50],"of":[51,83],"Twitter":[52,124],"by":[53],"EWs":[54,78],"step":[57],"toward":[58],"understanding":[59],"pandemic\u2019s":[61],"mental":[65,84],"well-being,":[66],"compared":[68],"population":[71],"whole.":[74],"found":[76],"that":[77],"authored":[79,96],"higher":[81],"ratio":[82],"health":[85],"related":[86,101],"tweets":[87,98,115],"during":[88,129],"than":[91,103,122],"average":[93,104,123],"user,":[94],"but":[95],"fewer":[97],"with":[99],"Covid":[100],"keywords":[102],"users.":[105],"Despite":[106],"this,":[107],"sentiment":[108,120],"analysis":[109],"showed":[110],"that,":[111],"average,":[113],"EWs\u2019":[114],"yield":[116],"more":[118],"positive":[119],"score":[121],"users,":[125],"both":[126],"before":[127],"pandemic.":[131],"Based":[132],"these":[134],"initial":[135],"insights,":[136],"we":[137],"highlight":[138],"our":[139],"future":[140],"aims":[141],"investigate":[143],"individual":[144],"differences":[145],"in":[146],"this":[147],"EWs.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
