메뉴 건너뛰기




Volumn 17, Issue 6, 2015, Pages e140-

Characterizing sleep issues using Twitter

Author keywords

Depression; Insomnia; Novel methods; Sentiment; Sleep issues; Social media

Indexed keywords

DEPRESSION; FRIEND; HUMAN; INFORMATION PROCESSING; INSOMNIA; INTERNET; SLEEP; SOCIAL MEDIA;

EID: 84936752426     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.4476     Document Type: Article
Times cited : (68)

References (52)
  • 2
    • 84936766812 scopus 로고    scopus 로고
    • [accessed 2015-06-01] [WebCite Cache ID 6Yy7RBgIA]
    • Unhealthy Sleep-Related Behaviors - 12 States, 2009 URL: http://www.cdc.gov/mmwr/preview/mmwrhtml/mm6008a2.htm [accessed 2015-06-01] [WebCite Cache ID 6Yy7RBgIA]
    • Unhealthy Sleep-Related Behaviors - 12 States, 2009
  • 3
    • 84872937261 scopus 로고    scopus 로고
    • Association between perceived insufficient sleep, frequent mental distress, obesity and chronic diseases among US adults, 2009 behavioral risk factor surveillance system
    • [Medline: 23360346]
    • Liu Y, Croft JB, Wheaton AG, Perry GS, Chapman DP, Strine TW, et al. Association between perceived insufficient sleep, frequent mental distress, obesity and chronic diseases among US adults, 2009 behavioral risk factor surveillance system. BMC Public Health 2013;13:84 [FREE Full text] [doi: 10.1186/1471-2458-13-84] [Medline: 23360346]
    • (2013) BMC Public Health , vol.13 , pp. 84
    • Liu, Y.1    Croft, J.B.2    Wheaton, A.G.3    Perry, G.S.4    Chapman, D.P.5    Strine, T.W.6
  • 4
    • 84883112993 scopus 로고    scopus 로고
    • Frequent insufficient sleep and anxiety and depressive disorders among U.S. Community dwellers in 20 states, 2010
    • Apr 1 [Medline: 23543168]
    • Chapman DP, Presley-Cantrell LR, Liu Y, Perry GS, Wheaton AG, Croft JB. Frequent insufficient sleep and anxiety and depressive disorders among U.S. community dwellers in 20 states, 2010. Psychiatr Serv 2013 Apr 1;64(4):385-387. [doi: 10.1176/appi.ps.201200226] [Medline: 23543168]
    • (2013) Psychiatr Serv , vol.64 , Issue.4 , pp. 385-387
    • Chapman, D.P.1    Presley-Cantrell, L.R.2    Liu, Y.3    Perry, G.S.4    Wheaton, A.G.5    Croft, J.B.6
  • 5
    • 84872072597 scopus 로고    scopus 로고
    • Drowsy driving - 19 states and the District of Columbia, 2009-2010
    • Centers for Disease Control and Prevention (CDC), Jan 4 [Medline: 23282860]
    • Centers for Disease Control and Prevention (CDC). Drowsy driving - 19 states and the District of Columbia, 2009-2010. MMWR Morb Mortal Wkly Rep 2013 Jan 4;61(51-52):1033-1037 [FREE Full text] [Medline: 23282860]
    • (2013) MMWR Morb Mortal Wkly Rep , vol.61 , Issue.51-52 , pp. 1033-1037
  • 7
    • 67650419734 scopus 로고    scopus 로고
    • US Department of Transportation. Washington, DC: National Highway Traffic Safety Administration, Mar, [accessed 2015-06-01] [WebCite Cache ID 6Yy7jz9Ju]
    • US Department of Transportation. Washington, DC: National Highway Traffic Safety Administration; 2011 Mar. Traffic Safety Facts - Drowsy Driving URL: http://www-nrd.nhtsa.dot.gov/pubs/811449.pdf [accessed 2015-06-01] [WebCite Cache ID 6Yy7jz9Ju]
    • (2011) Traffic Safety Facts - Drowsy Driving
  • 9
    • 43749096378 scopus 로고    scopus 로고
    • Insomnia and depression
    • Apr, [Medline: 18457230]
    • Taylor DJ. Insomnia and depression. Sleep 2008 Apr;31(4):447-448 [FREE Full text] [Medline: 18457230]
    • (2008) Sleep , vol.31 , Issue.4 , pp. 447-448
    • Taylor, D.J.1
  • 10
    • 0038683699 scopus 로고    scopus 로고
    • Primary insomnia: A risk factor to develop depression?
    • Riemann D, Voderholzer U. Primary insomnia: a risk factor to develop depression? J Affect Disord 2003;76(1-3):255-259.
    • (2003) J Affect Disord , vol.76 , Issue.1-3 , pp. 255-259
    • Riemann, D.1    Voderholzer, U.2
  • 11
    • 16244395584 scopus 로고    scopus 로고
    • Daytime Sleepiness and Insomnia as Correlates of Depression
    • Fava M. Daytime Sleepiness and Insomnia as Correlates of Depression. J Clin Psychiatry 2004;65(Suppl16):27-32.
    • (2004) J Clin Psychiatry , vol.65 , pp. 27-32
    • Fava, M.1
  • 12
    • 43749096376 scopus 로고    scopus 로고
    • Prevalence, course, and comorbidity of insomnia and depression in young adults
    • Apr, [Medline: 18457234]
    • Buysse DJ, Angst J, Gamma A, Ajdacic V, Eich D, Rössler W. Prevalence, course, and comorbidity of insomnia and depression in young adults. Sleep 2008 Apr;31(4):473-480 [FREE Full text] [Medline: 18457234]
    • (2008) Sleep , vol.31 , Issue.4 , pp. 473-480
    • Buysse, D.J.1    Angst, J.2    Gamma, A.3    Ajdacic, V.4    Eich, D.5    Rössler, W.6
  • 13
    • 84905560324 scopus 로고    scopus 로고
    • Predictors and patterns of insomnia symptoms in OSA before and after PAP therapy
    • Aug, [Medline: 25011662]
    • Glidewell RN, Renn BN, Roby E, Orr WC. Predictors and patterns of insomnia symptoms in OSA before and after PAP therapy. Sleep Med 2014 Aug;15(8):899-905. [doi: 10.1016/j.sleep.2014.05.001] [Medline: 25011662]
    • (2014) Sleep Med , vol.15 , Issue.8 , pp. 899-905
    • Glidewell, R.N.1    Renn, B.N.2    Roby, E.3    Orr, W.C.4
  • 14
    • 84936789399 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention [accessed 2015-05-31] [WebCite Cache ID 6Yy82TMPe]
    • Centers for Disease Control and Prevention. CDC - FMO - Budget Information URL: http://www.cdc.gov/fmo/topic/Budget [accessed 2015-05-31] [WebCite Cache ID 6Yy82TMPe]
    • CDC - FMO - Budget Information
  • 15
    • 84904082200 scopus 로고    scopus 로고
    • Midlife insomnia and subsequent mortality: The Hordaland health study
    • [Medline: 25024049]
    • Sivertsen B, Pallesen S, Glozier N, Bjorvatn B, Salo P, Tell GS, et al. Midlife insomnia and subsequent mortality: the Hordaland health study. BMC Public Health 2014;14:720 [FREE Full text] [doi: 10.1186/1471-2458-14-720] [Medline: 25024049]
    • (2014) BMC Public Health , vol.14 , pp. 720
    • Sivertsen, B.1    Pallesen, S.2    Glozier, N.3    Bjorvatn, B.4    Salo, P.5    Tell, G.S.6
  • 16
    • 84903542862 scopus 로고    scopus 로고
    • Insomnia symptom frequency and hypertension risk: A population-based study
    • Jun, [Medline: 25004185]
    • Vozoris NT. Insomnia symptom frequency and hypertension risk: a population-based study. J Clin Psychiatry 2014 Jun;75(6):616-623. [doi: 10.4088/JCP.13m08818] [Medline: 25004185]
    • (2014) J Clin Psychiatry , vol.75 , Issue.6 , pp. 616-623
    • Vozoris, N.T.1
  • 17
    • 85017314069 scopus 로고    scopus 로고
    • Social media and patient health outcomes. Findings from the yearbook 2014 section on consumer health informatics
    • [Medline: 25123742]
    • Staccini P, Douali N. Social media and patient health outcomes. Findings from the yearbook 2014 section on consumer health informatics. Yearb Med Inform 2014;9(1):195-198 [FREE Full text] [doi: 10.15265/IY-2014-0038] [Medline: 25123742]
    • (2014) Yearb Med Inform , vol.9 , Issue.1 , pp. 195-198
    • Staccini, P.1    Douali, N.2
  • 19
    • 84877338092 scopus 로고    scopus 로고
    • A new dimension of health care: Systematic review of the uses, benefits, and limitations of social media for health communication
    • Apr 23
    • Moorhead SA, Hazlett DE, Harrison L, Carroll JK, Irwin A, Hoving C. A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication. J Med Internet Res 2013 Apr 23;15(4):e85 [FREE Full text] [WebCite Cache]
    • (2013) J Med Internet Res , vol.15 , Issue.4 , pp. e85
    • Moorhead, S.A.1    Hazlett, D.E.2    Harrison, L.3    Carroll, J.K.4    Irwin, A.5    Hoving, C.6
  • 20
    • 67651237086 scopus 로고    scopus 로고
    • Infodemiology and infoveillance: Framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the Internet
    • [Medline: 19329408]
    • Eysenbach G. Infodemiology and infoveillance: framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the Internet. J Med Internet Res 2009;11(1):e11 [FREE Full text] [doi: 10.2196/jmir.1157] [Medline: 19329408]
    • (2009) J Med Internet Res , vol.11 , Issue.1 , pp. e11
    • Eysenbach, G.1
  • 22
    • 84855664643 scopus 로고    scopus 로고
    • Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian cholera outbreak
    • Jan, [Medline: 22232449]
    • Chunara R, Andrews JR, Brownstein JS. Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian cholera outbreak. Am J Trop Med Hyg 2012 Jan;86(1):39-45 [FREE Full text] [doi: 10.4269/ajtmh.2012.11-0597] [Medline: 22232449]
    • (2012) Am J Trop Med Hyg , vol.86 , Issue.1 , pp. 39-45
    • Chunara, R.1    Andrews, J.R.2    Brownstein, J.S.3
  • 23
    • 84893582468 scopus 로고    scopus 로고
    • Guess who's not coming to dinner? Evaluating online restaurant reservations for disease surveillance
    • [Medline: 24451921]
    • Nsoesie EO, Buckeridge DL, Brownstein JS. Guess who's not coming to dinner? Evaluating online restaurant reservations for disease surveillance. J Med Internet Res 2014;16(1):e22 [FREE Full text] [doi: 10.2196/jmir.2998] [Medline: 24451921]
    • (2014) J Med Internet Res , vol.16 , Issue.1 , pp. e22
    • Nsoesie, E.O.1    Buckeridge, D.L.2    Brownstein, J.S.3
  • 24
    • 84876540246 scopus 로고    scopus 로고
    • Assessing the online social environment for surveillance of obesity prevalence
    • [Medline: 23637820]
    • Chunara R, Bouton L, Ayers JW, Brownstein JS. Assessing the online social environment for surveillance of obesity prevalence. PLoS One 2013;8(4):e61373 [FREE Full text] [doi: 10.1371/journal.pone.0061373] [Medline: 23637820]
    • (2013) PLoS One , vol.8 , Issue.4 , pp. e61373
    • Chunara, R.1    Bouton, L.2    Ayers, J.W.3    Brownstein, J.S.4
  • 25
    • 84887754330 scopus 로고    scopus 로고
    • An exploration of social circles and prescription drug abuse through Twitter
    • [Medline: 24014109]
    • Hanson CL, Cannon B, Burton S, Giraud-Carrier C. An exploration of social circles and prescription drug abuse through Twitter. J Med Internet Res 2013;15(9):e189 [FREE Full text] [doi: 10.2196/jmir.2741] [Medline: 24014109]
    • (2013) J Med Internet Res , vol.15 , Issue.9 , pp. e189
    • Hanson, C.L.1    Cannon, B.2    Burton, S.3    Giraud-Carrier, C.4
  • 26
    • 84907152536 scopus 로고    scopus 로고
    • Tweets about hospital quality: A mixed methods study
    • Oct, [Medline: 24748372]
    • Greaves F, Laverty AA, Cano DR, Moilanen K, Pulman S, Darzi A, et al. Tweets about hospital quality: a mixed methods study. BMJ Qual Saf 2014 Oct;23(10):838-846 [FREE Full text] [doi: 10.1136/bmjqs-2014-002875] [Medline: 24748372]
    • (2014) BMJ Qual Saf , vol.23 , Issue.10 , pp. 838-846
    • Greaves, F.1    Laverty, A.A.2    Cano, D.R.3    Moilanen, K.4    Pulman, S.5    Darzi, A.6
  • 27
    • 84928205991 scopus 로고    scopus 로고
    • Discovering health topics in social media using topic models
    • [Medline: 25084530]
    • Paul MJ, Dredze M. Discovering health topics in social media using topic models. PLoS One 2014;9(8):e103408 [FREE Full text] [doi: 10.1371/journal.pone.0103408] [Medline: 25084530]
    • (2014) PLoS One , vol.9 , Issue.8 , pp. e103408
    • Paul, M.J.1    Dredze, M.2
  • 28
    • 84936789401 scopus 로고    scopus 로고
    • Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media
    • [accessed 2015-06-01] [WebCite Cache ID 6Yy8bGilz]
    • Paul MJ, Dredze M. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media. You Are What You Tweet: Analyzing Twitter for Public Health URL: https://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2880 [accessed 2015-06-01] [WebCite Cache ID 6Yy8bGilz]
    • You Are What You Tweet: Analyzing Twitter for Public Health
    • Paul, M.J.1    Dredze, M.2
  • 30
    • 84907921332 scopus 로고    scopus 로고
    • The association of suicide-related Twitter use with suicidal behaviour: A cross-sectional study of young internet users in Japan
    • Jan 1, [Medline: 25240843]
    • Sueki H. The association of suicide-related Twitter use with suicidal behaviour: a cross-sectional study of young internet users in Japan. J Affect Disord 2015 Jan 1;170:155-160. [doi: 10.1016/j.jad.2014.08.047] [Medline: 25240843]
    • (2015) J Affect Disord , vol.170 , pp. 155-160
    • Sueki, H.1
  • 31
    • 80053345545 scopus 로고    scopus 로고
    • Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures
    • Sep 30, [Medline: 21960633]
    • Golder SA, Macy MW. Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures. Science 2011 Sep 30;333(6051):1878-1881 [FREE Full text] [doi: 10.1126/science.1202775] [Medline: 21960633]
    • (2011) Science , vol.333 , Issue.6051 , pp. 1878-1881
    • Golder, S.A.1    Macy, M.W.2
  • 32
    • 84898013839 scopus 로고    scopus 로고
    • Detecting emotional contagion in massive social networks
    • [Medline: 24621792]
    • Coviello L, Sohn Y, Kramer ADI, Marlow C, Franceschetti M, Christakis NA, et al. Detecting emotional contagion in massive social networks. PLoS One 2014;9(3):e90315 [FREE Full text] [doi: 10.1371/journal.pone.0090315] [Medline: 24621792]
    • (2014) PLoS One , vol.9 , Issue.3 , pp. e90315
    • Coviello, L.1    Sohn, Y.2    Kramer, A.D.I.3    Marlow, C.4    Franceschetti, M.5    Christakis, N.A.6
  • 34
    • 84969763381 scopus 로고    scopus 로고
    • Sentiment analysis: Providing categorical insight into unstructured textual data
    • Hoboken, NJ: Soc Media Sociality Surv Res Internet John Wiley & Sons, Inc; Sep 30
    • Haney C. Sentiment Analysis: Providing Categorical Insight into Unstructured Textual Data. In: Social Media, Sociality, and Survey Research. Hoboken, NJ: Soc Media Sociality Surv Res Internet John Wiley & Sons, Inc; Sep 30, 2013:c2.
    • (2013) Social Media, Sociality, and Survey Research , pp. c2
    • Haney, C.1
  • 35
    • 84894238224 scopus 로고    scopus 로고
    • Every tweet counts? How sentiment analysis of social media can improve our knowledge of citizens' political preferences with an application to Italy and France
    • Feb
    • Ceron A, Curini L, Iacus SM, Porro G. Every tweet counts? How sentiment analysis of social media can improve our knowledge of citizens' political preferences with an application to Italy and France. New Media Soc 2014 Feb 18:0466.
    • (2014) New Media Soc , vol.18 , pp. 0466
    • Ceron, A.1    Curini, L.2    Iacus, S.M.3    Porro, G.4
  • 36
    • 48449095896 scopus 로고    scopus 로고
    • Opinion mining and sentiment analysis
    • Jan
    • Pang B, Lee L. Opinion Mining and Sentiment Analysis. Found Trends Inf Retr 2008 Jan;2(1-2):1-135.
    • (2008) Found Trends Inf Retr , vol.2 , Issue.1-2 , pp. 1-135
    • Pang, B.1    Lee, L.2
  • 37
    • 84883393299 scopus 로고    scopus 로고
    • Jan [accessed 2015-06-01] [WebCite Cache ID 6Yy9Nm9r9]
    • Duggan M, Ellison NB, Lampe C, Lenhart A, Madden M. Pew Research Centers. 2015 Jan 09. Demographics of Key Social Networking Platforms URL: http://www.pewinternet.org/2015/01/09/demographics-of-key-social-networking-platforms-2/[accessed 2015-06-01] [WebCite Cache ID 6Yy9Nm9r9]
    • (2015) Pew Research Centers
    • Duggan, M.1    Ellison, N.B.2    Lampe, C.3    Lenhart, A.4    Madden, M.5
  • 38
    • 84924545200 scopus 로고    scopus 로고
    • [accessed 2015-06-01] [WebCite Cache ID 6Yy9SBWeb]
    • Twitter. 2015 Mar 01. About Twitter URL: https://about.twitter.com/company [accessed 2015-06-01] [WebCite Cache ID 6Yy9SBWeb]
    • (2015) About Twitter
  • 40
    • 84901256745 scopus 로고    scopus 로고
    • Reputation as a sufficient condition for data quality on Amazon Mechanical Turk
    • Dec [Medline: 24356996]
    • Peer E, Vosgerau J, Acquisti A. Reputation as a sufficient condition for data quality on Amazon Mechanical Turk. Behav Res Methods 2014 Dec;46(4):1023-1031. [doi: 10.3758/s13428-013-0434-y] [Medline: 24356996]
    • (2014) Behav Res Methods , vol.46 , Issue.4 , pp. 1023-1031
    • Peer, E.1    Vosgerau, J.2    Acquisti, A.3
  • 43
    • 84880219830 scopus 로고    scopus 로고
    • New avenues in opinion mining and sentiment analysis
    • Mar
    • Cambria E, Schuller B, Xia Y, Havasi C. New Avenues in Opinion Mining and Sentiment Analysis. Ieee Intell Syst 2013 Mar;28(2):15-21.
    • (2013) Ieee Intell Syst , vol.28 , Issue.2 , pp. 15-21
    • Cambria, E.1    Schuller, B.2    Xia, Y.3    Havasi, C.4
  • 46
    • 84936752139 scopus 로고    scopus 로고
    • Apr, [accessed 2015-06-01] [WebCite Cache ID 6YyA7YLbZ]
    • The Health Site. 2014 Apr 14. World Sleep Day 2014: Can social media give you insomnia? URL: http://www.thehealthsite.com/news/world-sleep-day-2014-can-social-media-give-you-insomnia/ [accessed 2015-06-01] [WebCite Cache ID 6YyA7YLbZ]
    • (2014) World Sleep Day 2014: Can Social Media Give You Insomnia?
  • 48
    • 84936789406 scopus 로고    scopus 로고
    • A depression detection model based on sentiment analysis in micro-blog social network
    • Li J, Cao L, Tan KC, Liu B, Pei J, editors, Berlin Heidelberg: Springer
    • Wang X, Zhang C, Ji Y, Sun L, Wu L, Bao Z. A Depression Detection Model Based on Sentiment Analysis in Micro-blog Social Network. In: Li J, Cao L, Tan KC, Liu B, Pei J, editors. Trends and Applications in Knowledge Discovery and Data Mining. Berlin Heidelberg: Springer; 2013.
    • (2013) Trends and Applications in Knowledge Discovery and Data Mining
    • Wang, X.1    Zhang, C.2    Ji, Y.3    Sun, L.4    Wu, L.5    Bao, Z.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.