메뉴 건너뛰기




Volumn 22, Issue 6, 2020, Pages

Online information exchange and anxiety spread in the early stage of the novel coronavirus (COVID-19) outbreak in South Korea: Structural topic model and network analysis

Author keywords

Anxiety; Coronavirus; Health information exchange; Online; Pandemic; Topic modeling

Indexed keywords

ADVERTISING; ANXIETY DISORDER; ARTICLE; CORONAVIRUS DISEASE 2019; DETECTION ALGORITHM; EPIDEMIC; HUMAN; INFORMATION SERVICE; MAJOR CLINICAL STUDY; MEDICAL INFORMATION SYSTEM; MISINFORMATION; PATIENT WORRY; PUBLIC OPINION; QUALITATIVE ANALYSIS; SOUTH KOREA; ANXIETY; BETACORONAVIRUS; CORONAVIRINAE; CORONAVIRUS INFECTION; INFORMATION SEEKING; INTERNET; MEDICAL INFORMATION; PANDEMIC; PSYCHOLOGY; SEVERE ACUTE RESPIRATORY SYNDROME CORONAVIRUS 2; VIRUS PNEUMONIA;

EID: 85085905345     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/19455     Document Type: Article
Times cited : (65)

References (36)
  • 1
    • 85079856598 scopus 로고    scopus 로고
    • World Health Organization. Apr 01
    • World Health Organization. 2020 Apr 01. Coronavirus disease 2019 (COVID-19) situation report - 72 URL: https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200401-sitrep-72-covid-19.pdf?sfvrsn=3dd8971b_2
    • (2020) Coronavirus disease 2019 (COVID-19) situation report - 72
  • 2
    • 85083512625 scopus 로고    scopus 로고
    • World Health Organization. Mar 07
    • World Health Organization. 2020 Mar 07. WHO statement on cases of COVID-19 surpassing 100,000 URL: https://www.who.int/news-room/detail/07-03-2020-who-statement-on-cases-of-covid-19-surpassing-100-000
    • (2020) WHO statement on cases of COVID-19 surpassing 100,000
  • 3
    • 29144432340 scopus 로고    scopus 로고
    • What Internet services would patients like from hospitals during an epidemic? Lessons from the SARS outbreak in Toronto
    • Aug 03; [FREE Full _text] [doi] [Medline: 16236698]
    • Rizo CA, Lupea D, Baybourdy H, Anderson M, Closson T, Jadad AR. What Internet services would patients like from hospitals during an epidemic? Lessons from the SARS outbreak in Toronto. J Med Internet Res 2005 Aug 03;7(4):e46 [FREE Full _text] [doi: 10.2196/jmir.7.4.e46] [Medline: 16236698]
    • (2005) J Med Internet Res , vol.7 , Issue.4 , pp. e46
    • Rizo, CA1    Lupea, D2    Baybourdy, H3    Anderson, M4    Closson, T5    Jadad, AR.6
  • 4
    • 85044865155 scopus 로고    scopus 로고
    • Managing uncertainty: using social media for risk assessment during a public health crisis
    • May Presented at: CHI Conference on Human Factors in Computing Systems; May 2017; Denver, CO [doi]
    • Gui X, Kou Y, Pine K, Chen Y. Managing uncertainty: using social media for risk assessment during a public health crisis. In: Proceedings of the CHI Conference on Human Factors in Computing Systems. 2017 May Presented at: CHI Conference on Human Factors in Computing Systems; May 2017; Denver, CO p. 4520-4533. [doi: 10.1145/3025453.3025891]
    • (2017) Proceedings of the CHI Conference on Human Factors in Computing Systems , pp. 4520-4533
    • Gui, X1    Kou, Y2    Pine, K3    Chen, Y.4
  • 5
    • 85077227464 scopus 로고    scopus 로고
    • Containing misinformation spreading in temporal social networks
    • Dec; [doi] [Medline: 31893637]
    • Wang W, Ma Y, Wu T, Dai Y, Chen X, Braunstein LA. Containing misinformation spreading in temporal social networks. Chaos 2019 Dec;29(12):123131. [doi: 10.1063/1.5114853] [Medline: 31893637]
    • (2019) Chaos , vol.29 , Issue.12 , pp. 123131
    • Wang, W1    Ma, Y2    Wu, T3    Dai, Y4    Chen, X5    Braunstein, LA.6
  • 6
    • 84981731341 scopus 로고    scopus 로고
    • Circulating health rumors in the 'Arab World': a 12-month content analysis of news stories and reader commentary about Middle East Respiratory Syndrome from two Middle Eastern news outlets
    • Jul 27; [doi]
    • Auter PJ, Douai A, Makady H, West C. Circulating health rumors in the 'Arab World': a 12-month content analysis of news stories and reader commentary about Middle East Respiratory Syndrome from two Middle Eastern news outlets. Int Commun Gazette 2016 Jul 27;78(5):411-431. [doi: 10.1177/1748048516640202]
    • (2016) Int Commun Gazette , vol.78 , Issue.5 , pp. 411-431
    • Auter, PJ1    Douai, A2    Makady, H3    West, C.4
  • 7
    • 85082099550 scopus 로고    scopus 로고
    • The application of internet-based sources for public health surveillance (infoveillance): systematic review
    • Mar 13; [FREE Full _text] [doi] [Medline: 32167477]
    • Barros JM, Duggan J, Rebholz-Schuhmann D. The application of internet-based sources for public health surveillance (infoveillance): systematic review. J Med Internet Res 2020 Mar 13;22(3):e13680 [FREE Full _text] [doi: 10.2196/13680] [Medline: 32167477]
    • (2020) J Med Internet Res , vol.22 , Issue.3 , pp. e13680
    • Barros, JM1    Duggan, J2    Rebholz-Schuhmann, D.3
  • 8
    • 55849100040 scopus 로고    scopus 로고
    • Using internet searches for influenza surveillance
    • Dec 01; [doi] [Medline: 18954267]
    • Polgreen P, Chen Y, Pennock D, Nelson F. Using internet searches for influenza surveillance. Clin Infect Dis 2008 Dec 01;47(11):1443-1448. [doi: 10.1086/593098] [Medline: 18954267]
    • (2008) Clin Infect Dis , vol.47 , Issue.11 , pp. 1443-1448
    • Polgreen, P1    Chen, Y2    Pennock, D3    Nelson, F.4
  • 9
    • 84878474470 scopus 로고    scopus 로고
    • Monitoring influenza epidemics in china with search query from baidu
    • [FREE Full _text] [doi] [Medline: 23750192]
    • Yuan Q, Nsoesie EO, Lv B, Peng G, Chunara R, Brownstein JS. Monitoring influenza epidemics in china with search query from baidu. PLoS One 2013;8(5):e64323 [FREE Full _text] [doi: 10.1371/journal.pone.0064323] [Medline: 23750192]
    • (2013) PLoS One , vol.8 , Issue.5 , pp. e64323
    • Yuan, Q1    Nsoesie, EO2    Lv, B3    Peng, G4    Chunara, R5    Brownstein, JS.6
  • 10
    • 85088381942 scopus 로고    scopus 로고
    • NAVER
    • NAVER. 2019. 2018 NAVER annual report URL: https://www.navercorp.com/navercorp_/ir/annualReport/2019/NAVER_AR_2018_Eng.pdf
    • (2019) 2018 NAVER annual report
  • 11
    • 85088401984 scopus 로고    scopus 로고
    • Determinants for the customers' satisfaction of the portal services
    • Mar; [doi]
    • Seo YK, Lee SK. Determinants for the customers' satisfaction of the portal services. e-Business Stud 2010 Mar;11(1):45-68. [doi: 10.15719/geba.11.1.201003.45]
    • (2010) e-Business Stud , vol.11 , Issue.1 , pp. 45-68
    • Seo, YK1    Lee, SK.2
  • 13
    • 85074301971 scopus 로고    scopus 로고
    • The geometry of culture: analyzing the meanings of class through word embeddings
    • Sep 25; [doi]
    • Kozlowski AC, Taddy M, Evans JA. The geometry of culture: analyzing the meanings of class through word embeddings. Am Sociol Rev 2019 Sep 25;84(5):905-949. [doi: 10.1177/0003122419877135]
    • (2019) Am Sociol Rev , vol.84 , Issue.5 , pp. 905-949
    • Kozlowski, AC1    Taddy, M2    Evans, JA.3
  • 14
    • 84883689460 scopus 로고    scopus 로고
    • Biomedicalization and the public sphere: newspaper coverage of health and medicine, 1960s-2000s
    • Nov;: [doi] [Medline: 24034959]
    • Hallin DC, Brandt M, Briggs CL. Biomedicalization and the public sphere: newspaper coverage of health and medicine, 1960s-2000s. Soc Sci Med 2013 Nov;96:121-128. [doi: 10.1016/j.socscimed.2013.07.030] [Medline: 24034959]
    • (2013) Soc Sci Med , vol.96 , pp. 121-128
    • Hallin, DC1    Brandt, M2    Briggs, CL.3
  • 15
    • 0842333918 scopus 로고    scopus 로고
    • Illness and Internet empowerment: writing and reading breast cancer in cyberspace
    • Jan; [doi] [Medline: 15018717]
    • Pitts V. Illness and Internet empowerment: writing and reading breast cancer in cyberspace. Health (London) 2004 Jan;8(1):33-59. [doi: 10.1177/1363459304038794] [Medline: 15018717]
    • (2004) Health (London) , vol.8 , Issue.1 , pp. 33-59
    • Pitts, V.1
  • 16
    • 33845290279 scopus 로고    scopus 로고
    • Breast and prostate cancer online discussion boards: a thematic analysis of gender differences and similarities
    • Jan; [doi] [Medline: 17158844]
    • Gooden RJ, Winefield HR. Breast and prostate cancer online discussion boards: a thematic analysis of gender differences and similarities. J Health Psychol 2007 Jan;12(1):103-114. [doi: 10.1177/1359105307071744] [Medline: 17158844]
    • (2007) J Health Psychol , vol.12 , Issue.1 , pp. 103-114
    • Gooden, RJ1    Winefield, HR.2
  • 17
    • 84861170800 scopus 로고    scopus 로고
    • Probabilistic topic models
    • Apr 01; [doi]
    • Blei DM. Probabilistic topic models. Commun ACM 2012 Apr 01;55(4):77-84. [doi: 10.1145/2133806.2133826]
    • (2012) Commun ACM , vol.55 , Issue.4 , pp. 77-84
    • Blei, DM.1
  • 19
    • 1842788824 scopus 로고    scopus 로고
    • Finding scientific topics
    • Apr 06; Suppl 1: [FREE Full _text] [doi] [Medline: 14872004]
    • Griffiths TL, Steyvers M. Finding scientific topics. Proc Natl Acad Sci U S A 2004 Apr 06;101 Suppl 1:5228-5235 [FREE Full _text] [doi: 10.1073/pnas.0307752101] [Medline: 14872004]
    • (2004) Proc Natl Acad Sci U S A , vol.101 , pp. 5228-5235
    • Griffiths, TL1    Steyvers, M.2
  • 20
    • 85074464991 scopus 로고    scopus 로고
    • stm: R package for structural topic models
    • [doi]
    • Roberts ME, Stewart BM, Tingley D. stm: R package for structural topic models. J Stat Soft 2019;91(2):1-40. [doi: 10.18637/jss.v091.i02]
    • (2019) J Stat Soft , vol.91 , Issue.2 , pp. 1-40
    • Roberts, ME1    Stewart, BM2    Tingley, D.3
  • 21
    • 84978784705 scopus 로고    scopus 로고
    • A model of text for experimentation in the social sciences
    • Oct 18; [doi]
    • Roberts ME, Stewart BM, Airoldi EM. A model of text for experimentation in the social sciences. J Am Stat Assoc 2016 Oct 18;111(515):988-1003. [doi: 10.1080/01621459.2016.1141684]
    • (2016) J Am Stat Assoc , vol.111 , Issue.515 , pp. 988-1003
    • Roberts, ME1    Stewart, BM2    Airoldi, EM.3
  • 22
  • 23
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • Feb; [doi]
    • Fortunato S. Community detection in graphs. Phys Rep 2010 Feb;486(3-5):75-174. [doi: 10.1016/j.physrep.2009.11.002]
    • (2010) Phys Rep , vol.486 , Issue.3-5 , pp. 75-174
    • Fortunato, S.1
  • 25
    • 84994116584 scopus 로고    scopus 로고
    • Community detection in networks: a user guide
    • Nov;: [doi]
    • Fortunato S, Hric D. Community detection in networks: a user guide. Phys Rep 2016 Nov;659:1-44. [doi: 10.1016/j.physrep.2016.09.002]
    • (2016) Phys Rep , vol.659 , pp. 1-44
    • Fortunato, S1    Hric, D.2
  • 26
    • 84982671578 scopus 로고    scopus 로고
    • A comparative analysis of community detection algorithms on artificial networks
    • Aug 1; [doi]
    • Yang Z, Algesheimer R, Tessone CJ. A comparative analysis of community detection algorithms on artificial networks. Sci Rep 2016 Aug 1;6(1):1-16. [doi: 10.1038/srep30750]
    • (2016) Sci Rep , vol.6 , Issue.1 , pp. 1-16
    • Yang, Z1    Algesheimer, R2    Tessone, CJ.3
  • 27
    • 52449116403 scopus 로고    scopus 로고
    • A correlated topic model of Science
    • Jun; [doi]
    • Blei DM, Lafferty JD. A correlated topic model of Science. Ann Appl Stat 2007 Jun;1(1):17-35. [doi: 10.1214/07-AOAS114]
    • (2007) Ann Appl Stat , vol.1 , Issue.1 , pp. 17-35
    • Blei, DM1    Lafferty, JD.2
  • 28
    • 84964597622 scopus 로고    scopus 로고
    • Behavioural and emotional responses to the 2014 Ebola outbreak in Nigeria: a narrative review
    • Jan; [doi] [Medline: 26678568]
    • Ogoina D. Behavioural and emotional responses to the 2014 Ebola outbreak in Nigeria: a narrative review. Int Health 2016 Jan;8(1):5-12. [doi: 10.1093/inthealth/ihv065] [Medline: 26678568]
    • (2016) Int Health , vol.8 , Issue.1 , pp. 5-12
    • Ogoina, D.1
  • 29
    • 84920431187 scopus 로고    scopus 로고
    • Communicating uncertainty - Ebola, public health, and the scientific process
    • Jan 01; [doi]
    • Rosenbaum L. Communicating uncertainty - Ebola, public health, and the scientific process. N Engl J Med 2015 Jan 01;372(1):7-9. [doi: 10.1056/nejmp1413816]
    • (2015) N Engl J Med , vol.372 , Issue.1 , pp. 7-9
    • Rosenbaum, L.1
  • 31
    • 84982860104 scopus 로고    scopus 로고
    • Machine translation: mining text for social theory
    • Jul 30; [doi]
    • Evans JA, Aceves P. Machine translation: mining text for social theory. Annu Rev Sociol 2016 Jul 30;42(1):21-50. [doi: 10.1146/annurev-soc-081715-074206]
    • (2016) Annu Rev Sociol , vol.42 , Issue.1 , pp. 21-50
    • Evans, JA1    Aceves, P.2
  • 32
    • 85086512956 scopus 로고    scopus 로고
    • Possibility of discourse analysis using topic modeling
    • Jo W. Possibility of discourse analysis using topic modeling. J Asian Sociol 2019;48(3):321-342.
    • (2019) J Asian Sociol , vol.48 , Issue.3 , pp. 321-342
    • Jo, W.1
  • 33
    • 84922580562 scopus 로고    scopus 로고
    • What makes people talk about Ebola on social media? A retrospective analysis of Twitter use
    • [doi] [Medline: 25468077]
    • Rodriguez-Morales AJ, Castañeda-Hernández DM, McGregor A. What makes people talk about Ebola on social media? A retrospective analysis of Twitter use. Travel Med Infect Dis 2015;13(1):100-101. [doi: 10.1016/j.tmaid.2014.11.004] [Medline: 25468077]
    • (2015) Travel Med Infect Dis , vol.13 , Issue.1 , pp. 100-101
    • Rodriguez-Morales, AJ1    Castañeda-Hernández, DM2    McGregor, A.3
  • 34
    • 84994116588 scopus 로고    scopus 로고
    • How people react to Zika virus outbreaks on Twitter? A computational content analysis
    • Dec 01; [doi] [Medline: 27566874]
    • Fu K, Liang H, Saroha N, Tse ZTH, Ip P, Fung IC. How people react to Zika virus outbreaks on Twitter? A computational content analysis. Am J Infect Control 2016 Dec 01;44(12):1700-1702. [doi: 10.1016/j.ajic.2016.04.253] [Medline: 27566874]
    • (2016) Am J Infect Control , vol.44 , Issue.12 , pp. 1700-1702
    • Fu, K1    Liang, H2    Saroha, N3    Tse, ZTH4    Ip, P5    Fung, IC.6
  • 35
    • 85028462739 scopus 로고    scopus 로고
    • Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks
    • Oct 01;: [FREE Full _text] [doi] [Medline: 28813689]
    • Choi S, Lee J, Kang M, Min H, Chang Y, Yoon S. Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks. Methods 2017 Oct 01;129:50-59 [FREE Full _text] [doi: 10.1016/j.ymeth.2017.07.027] [Medline: 28813689]
    • (2017) Methods , vol.129 , pp. 50-59
    • Choi, S1    Lee, J2    Kang, M3    Min, H4    Chang, Y5    Yoon, S.6
  • 36
    • 85050675107 scopus 로고    scopus 로고
    • A network approach to topic models
    • Jul; [FREE Full text] [doi] [Medline: 30035215]
    • Gerlach M, Peixoto TP, Altmann EG. A network approach to topic models. Sci Adv 2018 Jul;4(7):eaaq1360 [FREE Full text] [doi: 10.1126/sciadv.aaq1360] [Medline: 30035215]
    • (2018) Sci Adv , vol.4 , Issue.7 , pp. eaaq1360
    • Gerlach, M1    Peixoto, TP2    Altmann, EG.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.