메뉴 건너뛰기




Volumn 3, Issue 1, 2017, Pages

Investigating subjective experience and the influence of weather among individuals with fibromyalgia: A content analysis of Twitter

Author keywords

Fibromyalgia; Infodemiology; Pain; Sentiment analysis; Social networks; Twitter messaging; Weather

Indexed keywords


EID: 85021837422     PISSN: None     EISSN: 23692960     Source Type: Journal    
DOI: 10.2196/publichealth.6344     Document Type: Article
Times cited : (19)

References (31)
  • 1
    • 70749145982 scopus 로고    scopus 로고
    • Fibromyalgia: an overview
    • Dec;(Suppl): [doi] [Medline: 19962494]
    • Clauw DJ. Fibromyalgia: an overview. Am J Med 2009 Dec;122(12 Suppl):S3-S13. [doi: 10.1016/j.amjmed.2009.09.006] [Medline: 19962494]
    • (2009) Am J Med , vol.122 , Issue.12 , pp. S3-S13
    • Clauw, DJ.1
  • 2
    • 84879714130 scopus 로고    scopus 로고
    • Influence of weather on daily symptoms of pain and fatigue in female patients with fibromyalgia: a multilevel regression analysis
    • Jul; [FREE Full text] [doi] [Medline: 23737338]
    • Bossema ER, van Middendorp H, Jacobs JW, Bijlsma JW, Geenen R. Influence of weather on daily symptoms of pain and fatigue in female patients with fibromyalgia: a multilevel regression analysis. Arthritis Care Res (Hoboken) 2013 Jul;65(7):1019-1025 [FREE Full text] [doi: 10.1002/acr.22008] [Medline: 23737338]
    • (2013) Arthritis Care Res (Hoboken) , vol.65 , Issue.7 , pp. 1019-1025
    • Bossema, ER1    van Middendorp, H2    Jacobs, JW3    Bijlsma, JW4    Geenen, R.5
  • 3
    • 84921466414 scopus 로고    scopus 로고
    • Fibromyalgia flares: a qualitative analysis
    • [doi] [Medline: 25586303]
    • Vincent A, Whipple MO, Rhudy LM. Fibromyalgia flares: a qualitative analysis. Pain Med 2016;17(3):463-468. [doi: 10.1111/pme.12676] [Medline: 25586303]
    • (2016) Pain Med , vol.17 , Issue.3 , pp. 463-468
    • Vincent, A1    Whipple, MO2    Rhudy, LM.3
  • 4
    • 33947366834 scopus 로고    scopus 로고
    • An internet survey of 2,596 people with fibromyalgia
    • [FREE Full text] [doi] [Medline: 17349056]
    • Bennett RM, Jones J, Turk DC, Russell IJ, Matallana L. An internet survey of 2,596 people with fibromyalgia. BMC Musculoskelet Disord 2007;8:27 [FREE Full text] [doi: 10.1186/1471-2474-8-27] [Medline: 17349056]
    • (2007) BMC Musculoskelet Disord , vol.8 , pp. 27
    • Bennett, RM1    Jones, J2    Turk, DC3    Russell, IJ4    Matallana, L.5
  • 5
    • 84906556535 scopus 로고    scopus 로고
    • Do weather changes influence pain levels in women with fibromyalgia, and can psychosocial variables moderate these influences?
    • Sep; [doi] [Medline: 24132549]
    • Smedslund G, Eide H, Kristjansdottir Ó, Nes AA, Sexton H, Fors EA. Do weather changes influence pain levels in women with fibromyalgia, and can psychosocial variables moderate these influences? Int J Biometeorol 2014 Sep;58(7):1451-1457. [doi: 10.1007/s00484-013-0747-7] [Medline: 24132549]
    • (2014) Int J Biometeorol , vol.58 , Issue.7 , pp. 1451-1457
    • Smedslund, G1    Eide, H2    Kristjansdottir, Ó3    Nes, AA4    Sexton, H5    Fors, EA.6
  • 6
    • 0028951594 scopus 로고
    • Changes in atmospheric pressure do not influence the pain of patients with primary fibromyalgia
    • Jan; [doi]
    • Viitanen J, Kautiainen H, Isomäki H. Changes in atmospheric pressure do not influence the pain of patients with primary fibromyalgia. J Musculoskelet Pain 1995 Jan;3(1):77-81. [doi: 10.1300/J094v03n01_07]
    • (1995) J Musculoskelet Pain , vol.3 , Issue.1 , pp. 77-81
    • Viitanen, J1    Kautiainen, H2    Isomäki, H.3
  • 7
    • 0036176743 scopus 로고    scopus 로고
    • Weather and the pain in fibromyalgia: are they related?
    • Mar; [doi]
    • Fors E, Sexton H. Weather and the pain in fibromyalgia: are they related? Annals of the Rheumatic Diseases 2002 Mar;61(3):247-250. [doi: 10.1136/ard.61.3.247]
    • (2002) Annals of the Rheumatic Diseases , vol.61 , Issue.3 , pp. 247-250
    • Fors, E1    Sexton, H.2
  • 8
    • 84988274673 scopus 로고
    • Weather, beliefs about weather, and disease severity among patients with fibromyalgia
    • Sep; [FREE Full text] [Medline: 7727552]
    • Hagglund KJ, Deuser WE, Buckelew SP, Hewett J, Kay DR. Weather, beliefs about weather, and disease severity among patients with fibromyalgia. Arthritis Care Res 1994 Sep;7(3):130-135 [FREE Full text] [Medline: 7727552]
    • (1994) Arthritis Care Res , vol.7 , Issue.3 , pp. 130-135
    • Hagglund, KJ1    Deuser, WE2    Buckelew, SP3    Hewett, J4    Kay, DR.5
  • 9
    • 77954702264 scopus 로고    scopus 로고
    • Whether the weather influences pain? Results from the EpiFunD study in North West England
    • Aug; [FREE Full text] [doi] [Medline: 20430867]
    • Macfarlane TV, McBeth J, Jones GT, Nicholl B, Macfarlane GJ. Whether the weather influences pain? Results from the EpiFunD study in North West England. Rheumatology (Oxford) 2010 Aug;49(8):1513-1520 [FREE Full text] [doi: 10.1093/rheumatology/keq099] [Medline: 20430867]
    • (2010) Rheumatology (Oxford) , vol.49 , Issue.8 , pp. 1513-1520
    • Macfarlane, TV1    McBeth, J2    Jones, GT3    Nicholl, B4    Macfarlane, GJ.5
  • 10
    • 84878464428 scopus 로고    scopus 로고
    • Social media use among patients and caregivers: a scoping review
    • [FREE Full text] [doi] [Medline: 23667163]
    • Hamm MP, Chisholm A, Shulhan J, Milne A, Scott SD, Given LM, et al. Social media use among patients and caregivers: a scoping review. BMJ Open 2013;3(5) [FREE Full text] [doi: 10.1136/bmjopen-2013-002819] [Medline: 23667163]
    • (2013) BMJ Open , vol.3 , Issue.5
    • Hamm, MP1    Chisholm, A2    Shulhan, J3    Milne, A4    Scott, SD5    Given, LM6
  • 11
    • 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
    • [FREE Full text] [doi] [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
  • 12
    • 84962081670 scopus 로고    scopus 로고
    • Garbage in, garbage out: data collection, quality assessment and reporting standards for social media data use in health research, infodemiology and digital disease detection
    • [FREE Full text] [doi] [Medline: 26920122]
    • Kim Y, Huang J, Emery S. Garbage in, garbage out: data collection, quality assessment and reporting standards for social media data use in health research, infodemiology and digital disease detection. J Med Internet Res 2016;18(2):e41 [FREE Full text] [doi: 10.2196/jmir.4738] [Medline: 26920122]
    • (2016) J Med Internet Res , vol.18 , Issue.2 , pp. e41
    • Kim, Y1    Huang, J2    Emery, S.3
  • 13
    • 85018944404 scopus 로고    scopus 로고
    • Building a national neighborhood dataset from geotagged Twitter data for indicators of happiness, diet, and physical activity
    • Oct 17; [FREE Full text] [doi] [Medline: 27751984]
    • Nguyen QC, Li D, Meng H, Kath S, Nsoesie E, Li F, et al. Building a national neighborhood dataset from geotagged Twitter data for indicators of happiness, diet, and physical activity. JMIR Public Health Surveill 2016 Oct 17;2(2):e158 [FREE Full text] [doi: 10.2196/publichealth.5869] [Medline: 27751984]
    • (2016) JMIR Public Health Surveill , vol.2 , Issue.2 , pp. e158
    • Nguyen, QC1    Li, D2    Meng, H3    Kath, S4    Nsoesie, E5    Li, F6
  • 14
    • 85043784741 scopus 로고    scopus 로고
    • Chiropractic and spinal manipulation therapy on Twitter: case study examining the presence of critiques and debates
    • Sep 16; [FREE Full text] [doi] [Medline: 27637456]
    • Marcon AR, Klostermann P, Caulfield T. Chiropractic and spinal manipulation therapy on Twitter: case study examining the presence of critiques and debates. JMIR Public Health Surveill 2016 Sep 16;2(2):e153 [FREE Full text] [doi: 10.2196/publichealth.5739] [Medline: 27637456]
    • (2016) JMIR Public Health Surveill , vol.2 , Issue.2 , pp. e153
    • Marcon, AR1    Klostermann, P2    Caulfield, T.3
  • 15
    • 84871579485 scopus 로고    scopus 로고
    • Cancer patients on Twitter: a novel patient community on social media
    • [FREE Full text] [doi] [Medline: 23270426]
    • Sugawara Y, Narimatsu H, Hozawa A, Shao L, Otani K, Fukao A. Cancer patients on Twitter: a novel patient community on social media. BMC Res Notes 2012;5(1):699 [FREE Full text] [doi: 10.1186/1756-0500-5-699] [Medline: 23270426]
    • (2012) BMC Res Notes , vol.5 , Issue.1 , pp. 699
    • Sugawara, Y1    Narimatsu, H2    Hozawa, A3    Shao, L4    Otani, K5    Fukao, A.6
  • 16
    • 84978933407 scopus 로고    scopus 로고
    • Tweeting back: predicting new cases of back pain with mass social media data
    • May; [doi] [Medline: 26661720]
    • Lee H, McAuley JH, Hübscher M, Allen HG, Kamper SJ, Moseley GL. Tweeting back: predicting new cases of back pain with mass social media data. J Am Med Inform Assoc 2016 May;23(3):644-648. [doi: 10.1093/jamia/ocv168] [Medline: 26661720]
    • (2016) J Am Med Inform Assoc , vol.23 , Issue.3 , pp. 644-648
    • Lee, H1    McAuley, JH2    Hübscher, M3    Allen, HG4    Kamper, SJ5    Moseley, GL.6
  • 17
    • 84929259083 scopus 로고    scopus 로고
    • The painful tweet: text, sentiment, and community structure analyses of tweets pertaining to pain
    • [FREE Full text] [doi] [Medline: 25843553]
    • Tighe PJ, Goldsmith RC, Gravenstein M, Bernard HR, Fillingim RB. The painful tweet: text, sentiment, and community structure analyses of tweets pertaining to pain. J Med Internet Res 2015;17(4):e84 [FREE Full text] [doi: 10.2196/jmir.3769] [Medline: 25843553]
    • (2015) J Med Internet Res , vol.17 , Issue.4 , pp. e84
    • Tighe, PJ1    Goldsmith, RC2    Gravenstein, M3    Bernard, HR4    Fillingim, RB.5
  • 18
    • 84874733849 scopus 로고    scopus 로고
    • Harnessing the cloud of patient experience: using social media to detect poor quality healthcare
    • Mar; [doi] [Medline: 23349387]
    • Greaves F, Ramirez-Cano D, Millett C, Darzi A, Donaldson L. Harnessing the cloud of patient experience: using social media to detect poor quality healthcare. BMJ Qual Saf 2013 Mar;22(3):251-255. [doi: 10.1136/bmjqs-2012-001527] [Medline: 23349387]
    • (2013) BMJ Qual Saf , vol.22 , Issue.3 , pp. 251-255
    • Greaves, F1    Ramirez-Cano, D2    Millett, C3    Darzi, A4    Donaldson, L.5
  • 19
    • 85085133306 scopus 로고    scopus 로고
    • You are what you tweet: analyzing Twitter for public health
    • Menlo Park, California: The AAAI Press; Jul Presented at: Fifth International AAAI Conference on Weblogs and Social Media; July 17 21, 2011; Barcelona, Catalonia, Spain
    • Paul M, Dredze M. You are what you tweet: analyzing Twitter for public health. In: Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media. Menlo Park, California: The AAAI Press; 2011 Jul Presented at: Fifth International AAAI Conference on Weblogs and Social Media; July 17 - 21, 2011; Barcelona, Catalonia, Spain p. 265-272.
    • (2011) Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media , pp. 265-272
    • Paul, M1    Dredze, M.2
  • 20
    • 79953120300 scopus 로고    scopus 로고
    • Cancer survivorship in the age of YouTube and social media: a narrative analysis
    • [FREE Full text] [doi] [Medline: 21247864]
    • Chou WS, Hunt Y, Folkers A, Augustson E. Cancer survivorship in the age of YouTube and social media: a narrative analysis. J Med Internet Res 2011;13(1):e7 [FREE Full text] [doi: 10.2196/jmir.1569] [Medline: 21247864]
    • (2011) J Med Internet Res , vol.13 , Issue.1 , pp. e7
    • Chou, WS1    Hunt, Y2    Folkers, A3    Augustson, E.4
  • 21
    • 80052833420 scopus 로고    scopus 로고
    • The viability of crowdsourcing for survey research
    • Sep; [doi] [Medline: 21437749]
    • Behrend TS, Sharek DJ, Meade AW, Wiebe EN. The viability of crowdsourcing for survey research. Behav Res Methods 2011 Sep;43(3):800-813. [doi: 10.3758/s13428-011-0081-0] [Medline: 21437749]
    • (2011) Behav Res Methods , vol.43 , Issue.3 , pp. 800-813
    • Behrend, TS1    Sharek, DJ2    Meade, AW3    Wiebe, EN.4
  • 22
    • 84857952313 scopus 로고    scopus 로고
    • Modeling public mood and emotion: Twitter sentiment and socio-economic phenomena
    • Menlo Park, California: The AAAI Press; Jul Presented at: The Fifth International Conference on Weblogs and Social Media; July 17 21, 2011; Barcelona, Catalonia, Spain
    • Bollen J, Pepe A, Mao H. Modeling public mood and emotion: Twitter sentiment and socio-economic phenomena. In: PROCEEDINGS of the Fifth International Conference on Weblogs and Social Media. Menlo Park, California: The AAAI Press; 2011 Jul Presented at: The Fifth International Conference on Weblogs and Social Media; July 17 - 21, 2011; Barcelona, Catalonia, Spain p. 11-13.
    • (2011) PROCEEDINGS of the Fifth International Conference on Weblogs and Social Media , pp. 11-13
    • Bollen, J1    Pepe, A2    Mao, H.3
  • 23
    • 84866234110 scopus 로고    scopus 로고
    • The quality of websites addressing fibromyalgia: an assessment of quality and readability using standardised tools
    • Jan 1; [FREE Full text] [doi] [Medline: 22021777]
    • Daraz L, Macdermid JC, Wilkins S, Gibson J, Shaw L. The quality of websites addressing fibromyalgia: an assessment of quality and readability using standardised tools. BMJ Open 2011 Jan 1;1(1):e000152 [FREE Full text] [doi: 10.1136/bmjopen-2011-000152] [Medline: 22021777]
    • (2011) BMJ Open , vol.1 , Issue.1 , pp. e000152
    • Daraz, L1    Macdermid, JC2    Wilkins, S3    Gibson, J4    Shaw, L.5
  • 24
    • 85019024518 scopus 로고    scopus 로고
    • Chronic media worlds: social media and the problem of pain communication on Tumblr
    • Feb 16; [doi]
    • Gonzalez-Polledo E. Chronic media worlds: social media and the problem of pain communication on Tumblr. Social Media + Society 2016 Feb 16;2(1). [doi: 10.1177/2056305116628887]
    • (2016) Social Media + Society , vol.2 , Issue.1
    • Gonzalez-Polledo, E.1
  • 25
    • 84974643104 scopus 로고    scopus 로고
    • Stanfordnlp. [accessed 2016-11-15] [WebCite Cache ID 6m1VlpfRJ]
    • Stanfordnlp. Stanford CoreNLP - a suite of core NLP tools. URL:http://stanfordnlp.github.io/CoreNLP/ [accessed 2016-11-15] [WebCite Cache ID 6m1VlpfRJ]
    • Stanford CoreNLP - a suite of core NLP tools
  • 26
    • 85117622017 scopus 로고    scopus 로고
    • The Stanford CoreNLP natural language processing toolkit
    • Association for Computational Linguistics; Jun Presented at: The 52nd Annual Meeting of the Association for Computational Linguistics; June 22-27, 2014; Baltimore, Maryland, USA
    • Manning C, Surdeanu M, Bauer J. The Stanford CoreNLP natural language processing toolkit. In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations.: Association for Computational Linguistics; 2014 Jun Presented at: The 52nd Annual Meeting of the Association for Computational Linguistics; June 22-27, 2014; Baltimore, Maryland, USA p. 55-60.
    • (2014) Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations , pp. 55-60
    • Manning, C1    Surdeanu, M2    Bauer, J.3
  • 27
    • 85006980740 scopus 로고    scopus 로고
    • Combining lexicon-based and learning-based methods for Twitter sentiment analysis
    • [FREE Full text]
    • Khan AZ, Atique M, Thakare VM. Combining lexicon-based and learning-based methods for Twitter sentiment analysis. Int J Elec, Comm and Soft Comp Science & Eng 2015:89-91 [FREE Full text]
    • (2015) Int J Elec, Comm and Soft Comp Science & Eng , pp. 89-91
    • Khan, AZ1    Atique, M2    Thakare, VM.3
  • 28
    • 56349094785 scopus 로고    scopus 로고
    • Fast unfolding of communities in large networks
    • Oct 09; [doi]
    • Blondel VD, Guillaume J, Lambiotte R, Lefebvre E. Fast unfolding of communities in large networks. J Stat Mech 2008 Oct 09;2008(10):P10008. [doi: 10.1088/1742-5468/2008/10/P10008]
    • (2008) J Stat Mech , vol.2008 , Issue.10 , pp. P10008
    • Blondel, VD1    Guillaume, J2    Lambiotte, R3    Lefebvre, E.4
  • 29
    • 84873949446 scopus 로고    scopus 로고
    • Gephi. [accessed 2016-11-15] [WebCite Cache ID 6m1Vt75tf]
    • Gephi. The Open Graph Viz Platform. URL:https://gephi.org/ [accessed 2016-11-15] [WebCite Cache ID 6m1Vt75tf]
    • The Open Graph Viz Platform
  • 30
    • 84893438024 scopus 로고    scopus 로고
    • Worldwide epidemiology of fibromyalgia
    • Aug; [doi] [Medline: 23801009]
    • Queiroz LP. Worldwide epidemiology of fibromyalgia. Curr Pain Headache Rep 2013 Aug;17(8):356. [doi: 10.1007/s11916-013-0356-5] [Medline: 23801009]
    • (2013) Curr Pain Headache Rep , vol.17 , Issue.8 , pp. 356
    • Queiroz, LP.1
  • 31
    • 84936755035 scopus 로고    scopus 로고
    • Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: an observational study
    • [FREE Full text] [doi] [Medline: 26063290]
    • Dunn AG, Leask J, Zhou X, Mandl KD, Coiera E. Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: an observational study. J Med Internet Res 2015;17(6):e144 [FREE Full text] [doi: 10.2196/jmir.4343] [Medline: 26063290]
    • (2015) J Med Internet Res , vol.17 , Issue.6 , pp. e144
    • Dunn, AG1    Leask, J2    Zhou, X3    Mandl, KD4    Coiera, E.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.