Matches in SemOpenAlex for { <https://semopenalex.org/work/W3186916054> ?p ?o ?g. }
- W3186916054 endingPage "e0278322" @default.
- W3186916054 startingPage "e0278322" @default.
- W3186916054 abstract "COVID-19, as a global health crisis, has triggered the fear emotion with unprecedented intensity. Besides the fear of getting infected, the outbreak of COVID-19 also created significant disruptions in people's daily life and thus evoked intensive psychological responses indirect to COVID-19 infections. In this study, we construct a panel expressed fear database tracking the universe of social media posts (16 million) generated by 536 thousand individuals between January 1st, 2019 and August 31st, 2020 in China. We employ deep learning techniques to detect expressions of fear emotion within each post, and then apply topic model to extract the major topics of fear expressions in our sample during the COVID-19 pandemic. Our unique database includes a comprehensive list of topics, not being limited to post centering around COVID-19. Based on this database, we find that sleep disorders (nightmare and insomnia) take up the largest share of fear-labeled posts in the pre-pandemic period (January 2019-December 2019), and significantly increase during the COVID-19. We identify health and work-related concerns are the two major sources of non-COVID fear during the pandemic period. We also detect gender differences, with females having higher fear towards health topics and males towards monetary concerns. Our research shows how applying fear detection and topic modeling techniques on posts unrelated to COVID-19 can provide additional policy value in discerning broader societal concerns during this COVID-19 crisis." @default.
- W3186916054 created "2021-08-02" @default.
- W3186916054 creator A5014586639 @default.
- W3186916054 creator A5023692269 @default.
- W3186916054 creator A5040602598 @default.
- W3186916054 creator A5066873018 @default.
- W3186916054 creator A5085652207 @default.
- W3186916054 date "2022-12-22" @default.
- W3186916054 modified "2023-10-14" @default.
- W3186916054 title "Measuring daily-life fear perception change: A computational study in the context of COVID-19" @default.
- W3186916054 cites W1583795112 @default.
- W3186916054 cites W2023645850 @default.
- W3186916054 cites W2027235323 @default.
- W3186916054 cites W2048765566 @default.
- W3186916054 cites W2068200449 @default.
- W3186916054 cites W2099366530 @default.
- W3186916054 cites W2123329834 @default.
- W3186916054 cites W2601780063 @default.
- W3186916054 cites W2625369207 @default.
- W3186916054 cites W2908779983 @default.
- W3186916054 cites W2911798899 @default.
- W3186916054 cites W2912642387 @default.
- W3186916054 cites W2964236337 @default.
- W3186916054 cites W3013355453 @default.
- W3186916054 cites W3017197529 @default.
- W3186916054 cites W3018413731 @default.
- W3186916054 cites W3024310326 @default.
- W3186916054 cites W3030938208 @default.
- W3186916054 cites W3031097159 @default.
- W3186916054 cites W3031099824 @default.
- W3186916054 cites W3041641191 @default.
- W3186916054 cites W3041699688 @default.
- W3186916054 cites W3048741722 @default.
- W3186916054 cites W3071479733 @default.
- W3186916054 cites W3080727106 @default.
- W3186916054 cites W3081870923 @default.
- W3186916054 cites W3091806970 @default.
- W3186916054 cites W3092141712 @default.
- W3186916054 cites W3092942225 @default.
- W3186916054 cites W3094221957 @default.
- W3186916054 cites W3096801983 @default.
- W3186916054 cites W3107764968 @default.
- W3186916054 cites W3111595977 @default.
- W3186916054 cites W3131387325 @default.
- W3186916054 cites W3133819824 @default.
- W3186916054 cites W3134265538 @default.
- W3186916054 cites W3134347150 @default.
- W3186916054 cites W3181139812 @default.
- W3186916054 cites W4220790135 @default.
- W3186916054 doi "https://doi.org/10.1371/journal.pone.0278322" @default.
- W3186916054 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36548306" @default.
- W3186916054 hasPublicationYear "2022" @default.
- W3186916054 type Work @default.
- W3186916054 sameAs 3186916054 @default.
- W3186916054 citedByCount "1" @default.
- W3186916054 countsByYear W31869160542023 @default.
- W3186916054 crossrefType "journal-article" @default.
- W3186916054 hasAuthorship W3186916054A5014586639 @default.
- W3186916054 hasAuthorship W3186916054A5023692269 @default.
- W3186916054 hasAuthorship W3186916054A5040602598 @default.
- W3186916054 hasAuthorship W3186916054A5066873018 @default.
- W3186916054 hasAuthorship W3186916054A5085652207 @default.
- W3186916054 hasBestOaLocation W31869160541 @default.
- W3186916054 hasConcept C142724271 @default.
- W3186916054 hasConcept C15744967 @default.
- W3186916054 hasConcept C166957645 @default.
- W3186916054 hasConcept C169760540 @default.
- W3186916054 hasConcept C26760741 @default.
- W3186916054 hasConcept C2779134260 @default.
- W3186916054 hasConcept C2779343474 @default.
- W3186916054 hasConcept C3008058167 @default.
- W3186916054 hasConcept C524204448 @default.
- W3186916054 hasConcept C71924100 @default.
- W3186916054 hasConcept C89623803 @default.
- W3186916054 hasConcept C95457728 @default.
- W3186916054 hasConceptScore W3186916054C142724271 @default.
- W3186916054 hasConceptScore W3186916054C15744967 @default.
- W3186916054 hasConceptScore W3186916054C166957645 @default.
- W3186916054 hasConceptScore W3186916054C169760540 @default.
- W3186916054 hasConceptScore W3186916054C26760741 @default.
- W3186916054 hasConceptScore W3186916054C2779134260 @default.
- W3186916054 hasConceptScore W3186916054C2779343474 @default.
- W3186916054 hasConceptScore W3186916054C3008058167 @default.
- W3186916054 hasConceptScore W3186916054C524204448 @default.
- W3186916054 hasConceptScore W3186916054C71924100 @default.
- W3186916054 hasConceptScore W3186916054C89623803 @default.
- W3186916054 hasConceptScore W3186916054C95457728 @default.
- W3186916054 hasFunder F4320319716 @default.
- W3186916054 hasIssue "12" @default.
- W3186916054 hasLocation W31869160541 @default.
- W3186916054 hasLocation W31869160542 @default.
- W3186916054 hasLocation W31869160543 @default.
- W3186916054 hasLocation W31869160544 @default.
- W3186916054 hasLocation W31869160545 @default.
- W3186916054 hasLocation W31869160546 @default.
- W3186916054 hasOpenAccess W3186916054 @default.
- W3186916054 hasPrimaryLocation W31869160541 @default.
- W3186916054 hasRelatedWork W2748952813 @default.