메뉴 건너뛰기




Volumn 18, Issue 12, 2016, Pages

Applying multiple data collection tools to quantify human papillomavirus vaccine communication on twitter

Author keywords

Communication methods; Content analysis; Data mining; HPV vaccine; Twitter

Indexed keywords

WART VIRUS VACCINE;

EID: 85008463198     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.6670     Document Type: Article
Times cited : (98)

References (38)
  • 1
    • 39549121785 scopus 로고    scopus 로고
    • Awareness, knowledge, and beliefs about human papillomavirus in a racially diverse sample of young adults
    • Mar [Medline: 18295131]
    • Gerend MA, Magloire ZF. Awareness, knowledge, and beliefs about human papillomavirus in a racially diverse sample of young adults. J Adolesc Health 2008 Mar;42(3):237-242. [doi: 10.1016/j.jadohealth.2007.08.022] [Medline: 18295131]
    • (2008) J Adolesc Health , vol.42 , Issue.3 , pp. 237-242
    • Gerend, M.A.1    Magloire, Z.F.2
  • 2
    • 84907813308 scopus 로고    scopus 로고
    • Centers for disease control and prevention (CDC human papillomavirus vaccination: Recommendations of the advisory committee on immunization practices (acip
    • 1-30 Aug [FREE Full text] [Medline: 25167164]
    • Markowitz LE, Dunne EF, Saraiya M, Chesson HW, Curtis CR, Gee J, Centers for Disease Control and Prevention (CDC). Human papillomavirus vaccination: recommendations of the Advisory Committee on Immunization Practices (ACIP). MMWR Recomm Rep 2014 Aug 29;63(RR-05):1-30 [FREE Full text] [Medline: 25167164]
    • (2014) MMWR Recomm Rep , vol.29 , Issue.63 , pp. RR-05
    • Markowitz, L.E.1    Dunne, E.F.2    Saraiya, M.3    Chesson, H.W.4    Curtis, C.R.5    Gee, J.6
  • 3
    • 84880799500 scopus 로고    scopus 로고
    • Human papillomavirus vaccination coverage among adolescent girls 2007-2012, and postlicensure vaccine safety monitoring, 2006-2013-United States
    • Centers for Disease Control and Prevention (CDC) Jul 26 [FREE Full text] [Medline: 23884346]
    • Centers for Disease Control and Prevention (CDC). Human papillomavirus vaccination coverage among adolescent girls, 2007-2012, and postlicensure vaccine safety monitoring, 2006-2013-United States. MMWR Morb Mortal Wkly Rep 2013 Jul 26;62(29):591-595 [FREE Full text] [Medline: 23884346]
    • (2013) MMWR Morb Mortal Wkly Rep , vol.62 , Issue.29 , pp. 591-595
  • 4
    • 84929509772 scopus 로고    scopus 로고
    • Centers for disease control and prevention (CDC use of 9-valent human papillomavirus (hpv) vaccine: Updated hpv vaccination recommendations of the advisory committee on immunization practices
    • Mar 27 [FREE Full text] [Medline: 25811679]
    • Petrosky E, Bocchini JA, Hariri S, Chesson H, Curtis CR, Saraiya M, Centers for Disease Control and Prevention (CDC). Use of 9-valent human papillomavirus (HPV) vaccine: updated HPV vaccination recommendations of the advisory committee on immunization practices. MMWR Morb Mortal Wkly Rep 2015 Mar 27;64(11):300-304 [FREE Full text] [Medline: 25811679]
    • (2015) MMWR Morb Mortal Wkly Rep , vol.64 , Issue.11 , pp. 300-304
    • Petrosky, E.1    Bocchini, J.A.2    Hariri, S.3    Chesson, H.4    Curtis, C.R.5    Saraiya, M.6
  • 5
    • 84938492089 scopus 로고    scopus 로고
    • National regional state and selected local area vaccination coverage among adolescents aged 13-17 years-United States 2014
    • Jul 31 [FREE Full text] [Medline: 26225476]
    • Reagan-Steiner S, Yankey D, Jeyarajah J, Elam-Evans LD, Singleton JA, Curtis CR, et al. National, regional, state, and selected local area vaccination coverage among adolescents aged 13-17 years-United States, 2014. MMWR Morb Mortal Wkly Rep 2015 Jul 31;64(29):784-792 [FREE Full text] [Medline: 26225476]
    • (2015) MMWR Morb Mortal Wkly Rep , vol.64 , Issue.29 , pp. 784-792
    • Reagan-Steiner, S.1    Yankey, D.2    Jeyarajah, J.3    Elam-Evans, L.D.4    Singleton, J.A.5    Curtis, C.R.6
  • 6
    • 34047193204 scopus 로고    scopus 로고
    • Mass communication research at the dawn of the 21st century
    • Thousand Oaks CA: SAGE
    • Rubin AM, Haridakis P. Mass communication research at the dawn of the 21st century. In: Communication Yearbook 24. Thousand Oaks, CA: SAGE; 2001:73-97.
    • (2001) Communication Yearbook 24 , pp. 73-97
    • Rubin, A.M.1    Haridakis, P.2
  • 7
    • 1642392459 scopus 로고    scopus 로고
    • A meta-Analysis of the effect of mediated health communication campaigns on behavior change in the United States
    • [Medline: 14960405]
    • Snyder LB, Hamilton MA, Mitchell EW, Kiwanuka-Tondo J, Fleming-Milici F, Proctor D. A meta-Analysis of the effect of mediated health communication campaigns on behavior change in the United States. J Health Commun 2004;9 Suppl 1:71-96. [doi: 10.1080/10810730490271548] [Medline: 14960405]
    • (2004) J Health Commun , vol.9 , pp. 71-96
    • Snyder, L.B.1    Hamilton, M.A.2    Mitchell, E.W.3    Kiwanuka-Tondo, J.4    Fleming-Milici, F.5    Proctor, D.6
  • 8
    • 84878850555 scopus 로고    scopus 로고
    • Twitter as a source of vaccination information: Content drivers and what they are saying
    • Jun [Medline: 23726548]
    • Love B, Himelboim I, Holton A, Stewart K. Twitter as a source of vaccination information: content drivers and what they are saying. Am J Infect Control 2013 Jun;41(6):568-570. [doi: 10.1016/j.ajic.2012.10.016] [Medline: 23726548]
    • (2013) Am J Infect Control , vol.41 , Issue.6 , pp. 568-570
    • Love, B.1    Himelboim, I.2    Holton, A.3    Stewart, K.4
  • 9
    • 84886381106 scopus 로고    scopus 로고
    • Using twitter for breast cancer prevention: An analysis of breast cancer awareness month
    • [FREE Full text] [Medline: 24168075]
    • Thackeray R, Burton SH, Giraud-Carrier C, Rollins S, Draper CR. Using Twitter for breast cancer prevention: an analysis of breast cancer awareness month. BMC Cancer 2013;13:508 [FREE Full text] [doi: 10.1186/1471-2407-13-508] [Medline: 24168075]
    • (2013) BMC Cancer , vol.13 , pp. 508
    • Thackeray, R.1    Burton, S.H.2    Giraud-Carrier, C.3    Rollins, S.4    Draper, C.R.5
  • 10
    • 84883360748 scopus 로고    scopus 로고
    • Using twitter to examine smoking behavior and perceptions of emerging tobacco products
    • [FREE Full text] [Medline: 23989137]
    • Myslín M, Zhu S, Chapman W, Conway M. Using Twitter to examine smoking behavior and perceptions of emerging tobacco products. J Med Internet Res 2013;15(8):e174 [FREE Full text] [doi: 10.2196/jmir.2534] [Medline: 23989137]
    • (2013) J Med Internet Res , vol.15 , Issue.8 , pp. e174
    • Myslín, M.1    Zhu, S.2    Chapman, W.3    Conway, M.4
  • 11
    • 84861000172 scopus 로고    scopus 로고
    • Sorting through search results: A content analysis of hpv vaccine information online
    • May 28 [Medline: 22019758]
    • Madden K, Nan X, Briones R, Waks L. Sorting through search results: a content analysis of HPV vaccine information online. Vaccine 2012 May 28;30(25):3741-3746. [doi: 10.1016/j.vaccine.2011.10.025] [Medline: 22019758]
    • (2012) Vaccine , vol.30 , Issue.25 , pp. 3741-3746
    • Madden, K.1    Nan, X.2    Briones, R.3    Waks, L.4
  • 12
    • 80051712818 scopus 로고    scopus 로고
    • Public health surveillance of dental pain via twitter
    • Sep [FREE Full text] [Medline: 21768306]
    • Heaivilin N, Gerbert B, Page JE, Gibbs JL. Public health surveillance of dental pain via Twitter. J Dent Res 2011 Sep;90(9):1047-1051 [FREE Full text] [doi: 10.1177/0022034511415273] [Medline: 21768306]
    • (2011) J Dent Res , vol.90 , Issue.9 , pp. 1047-1051
    • Heaivilin, N.1    Gerbert, B.2    Page, J.E.3    Gibbs, J.L.4
  • 13
    • 78649725192 scopus 로고    scopus 로고
    • Pandemics in the age of twitter: Content analysis of tweets during the 2009 h1n1 outbreak
    • [FREE Full text] [Medline: 21124761]
    • Chew C, Eysenbach G. Pandemics in the age of Twitter: content analysis of Tweets during the 2009 H1N1 outbreak. PLoS One 2010;5(11):e14118 [FREE Full text] [doi: 10.1371/journal.pone.0014118] [Medline: 21124761]
    • (2010) PLoS One , vol.5 , Issue.11 , pp. e14118
    • Chew, C.1    Eysenbach, G.2
  • 14
    • 84900419026 scopus 로고    scopus 로고
    • Twitter: A good place to detect health conditions
    • [FREE Full text] [Medline: 24489699]
    • Prieto VM, Matos S, Álvarez M, Cacheda F, Oliveira JL. Twitter: a good place to detect health conditions. PLoS One 2014;9(1):e86191 [FREE Full text] [doi: 10.1371/journal.pone.0086191] [Medline: 24489699]
    • (2014) PLoS One , vol.9 , Issue.1 , pp. e86191
    • Prieto, V.M.1    Matos, S.2    Álvarez, M.3    Cacheda, F.4    Oliveira, J.L.5
  • 15
    • 84859565382 scopus 로고    scopus 로고
    • Epidemic outbreak and spread detection system based on twitter data
    • Berlin Germany: Springer-Verlag; 2012 Presented at: HIS 1st International Conference on Health Information Science; April 8-10; Beijing, China
    • Ji X, Chun S, Geller J. Epidemic outbreak and spread detection system based on Twitter data. In: Proceedings of the HIS 2012. Berlin, Germany: Springer-Verlag; 2012 Presented at: HIS 1st International Conference on Health Information Science; April 8-10, 2012; Beijing, China p. 152-163. [doi: 10.1007/978-3-642-29361-0-19]
    • (2012) Proceedings of the HIS 2012 , pp. 152-163
    • Ji, X.1    Chun, S.2    Geller, J.3
  • 16
    • 84891813761 scopus 로고    scopus 로고
    • Influenza-like illness surveillance on twitter through automated learning of naïve language
    • [FREE Full text] [Medline: 24324799]
    • Gesualdo F, Stilo G, Agricola E, Gonfiantini MV, Pandolfi E, Velardi P, et al. Influenza-like illness surveillance on Twitter through automated learning of naïve language. PLoS One 2013;8(12):e82489 [FREE Full text] [doi: 10.1371/journal.pone.0082489] [Medline: 24324799]
    • (2013) PLoS One , vol.8 , Issue.12 , pp. e82489
    • Gesualdo, F.1    Stilo, G.2    Agricola, E.3    Gonfiantini, M.V.4    Pandolfi, E.5    Velardi, P.6
  • 17
    • 84875363885 scopus 로고    scopus 로고
    • Analyzing health organizations' use of twitter for promoting health literacy
    • [Medline: 23294265]
    • Park H, Rodgers S, Stemmle J. Analyzing health organizations' use of Twitter for promoting health literacy. J Health Commun 2013;18(4):410-425. [doi: 10.1080/10810730.2012.727956] [Medline: 23294265]
    • (2013) J Health Commun , vol.18 , Issue.4 , pp. 410-425
    • Park, H.1    Rodgers, S.2    Stemmle, J.3
  • 18
    • 84873536061 scopus 로고    scopus 로고
    • Health tweets: An exploration of health promotion on twitter
    • Sep [FREE Full text] [Medline: 23036060]
    • Donelle L, Booth RG. Health tweets: an exploration of health promotion on twitter. Online J Issues Nurs 2012 Sep;17(3):4 [FREE Full text] [Medline: 23036060]
    • (2012) Online J Issues Nurs , vol.17 , Issue.3 , pp. 4
    • Donelle, L.1    Booth, R.G.2
  • 19
    • 84877663361 scopus 로고    scopus 로고
    • Local health department use of twitter to disseminate diabetes information United States
    • [FREE Full text] [Medline: 23639765]
    • Harris JK, Mueller NL, Snider D, Haire-Joshu D. Local health department use of Twitter to disseminate diabetes information, United States. Prev Chronic Dis 2013;10:E70 [FREE Full text] [doi: 10.5888/pcd10.120215] [Medline: 23639765]
    • Prev Chronic Dis , vol.2013 , Issue.10 , pp. E70
    • Harris, J.K.1    Mueller, N.L.2    Snider, D.3    Haire-Joshu, D.4
  • 20
    • 84883393299 scopus 로고    scopus 로고
    • Washington DC Pew Internet & American Life Project. Mobile health 2012 URL [accessed 2016-09-20] [WebCite Cache ID 6kffPoqjM]
    • Fox S, Duggan M. Pew Research Center. Washington, DC: Pew Internet & American Life Project; 2012. Mobile health 2012 URL: http://www.pewinternet.org/files/old-media/Files/Reports/2012/PIP-MobileHealth2012-FINAL.pdf [accessed 2016-09-20] [WebCite Cache ID 6kffPoqjM]
    • (2012) Pew Research Center
    • Fox, S.1    Duggan, M.2
  • 21
    • 84883393299 scopus 로고    scopus 로고
    • Washington DC Pew Internet & American Life Project. Smartphone ownership 2013 update URL [accessed 2016-09-20] [WebCite Cache ID 6kffYerha]
    • Smith A. Pew Research Center. Washington, DC: Pew Internet & American Life Project; 2013. Smartphone ownership 2013 update URL: http://www.pewinternet.org/files/old-media//Files/Reports/2013/PIP-Smartphone-Adoption-2013-PDF. pdf [accessed 2016-09-20] [WebCite Cache ID 6kffYerha]
    • (2013) Pew Research Center
    • Smith, A.1
  • 22
    • 84883393299 scopus 로고    scopus 로고
    • Washington DC Pew Internet & American Life Project. Social media update 2013 URL [accessed 2016-09-20] [WebCite Cache ID 6kfgGk63X]
    • Duggan M, Smith A. Pew Research Center. Washington, DC: Pew Internet & American Life Project; 2013. Social media update 2013 URL: http://www.pewinternet.org/files/2013/12/PIP-Social-Networking-2013.pdf [accessed 2016-09-20] [WebCite Cache ID 6kfgGk63X]
    • (2013) Pew Research Center
    • Duggan, M.1    Smith, A.2
  • 23
    • 84883393299 scopus 로고    scopus 로고
    • Washington DC Pew Internet & American Life Project. Health online 2013 URL [accessed 2016-09-20] [WebCite Cache ID 6kfffQKEW]
    • Fox S, Duggan M. Pew Research Center. Washington, DC: Pew Internet & American Life Project; 2013. Health online 2013 URL: http://www.pewinternet.org/files/old-media//Files/Reports/PIP-HealthOnline.pdf [accessed 2016-09-20] [WebCite Cache ID 6kfffQKEW]
    • (2013) Pew Research Center
    • Fox, S.1    Duggan, M.2
  • 24
    • 84952034317 scopus 로고    scopus 로고
    • Using social connection information to improve opinion mining: Identifying negative sentiment about hpv vaccines on twitter
    • [Medline: 26262154]
    • Zhou X, Coiera E, Tsafnat G, Arachi D, Ong M, Dunn AG. Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter. Stud Health Technol Inform 2015;216:761-765. [Medline: 26262154]
    • (2015) Stud Health Technol Inform , vol.216 , pp. 761-765
    • Zhou, X.1    Coiera, E.2    Tsafnat, G.3    Arachi, D.4    Ong, M.5    Dunn, A.G.6
  • 25
    • 84989908186 scopus 로고    scopus 로고
    • Characterizing twitter discussions about hpv vaccines using topic modeling and community detection
    • [FREE Full text] [Medline: 27573910]
    • Surian D, Nguyen DQ, Kennedy G, Johnson M, Coiera E, Dunn AG. Characterizing Twitter discussions about HPV vaccines using topic modeling and community detection. J Med Internet Res 2016;18(8):e232 [FREE Full text] [doi: 10.2196/jmir.6045] [Medline: 27573910]
    • (2016) J Med Internet Res , vol.18 , Issue.8 , pp. e232
    • Surian, D.1    Nguyen, D.Q.2    Kennedy, G.3    Johnson, M.4    Coiera, E.5    Dunn, A.G.6
  • 26
    • 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] [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, A.G.1    Leask, J.2    Zhou, X.3    Mandl, K.D.4    Coiera, E.5
  • 27
    • 85102493378 scopus 로고    scopus 로고
    • The digital distribution of public health news surrounding the human papillomavirus vaccination: A longitudinal infodemiology study
    • [FREE Full text] [Medline: 27227125]
    • Mahoney LM, Tang T, Ji K, Ulrich-Schad J. The digital distribution of public health news surrounding the human papillomavirus vaccination: a longitudinal infodemiology study. JMIR Public Health Surveill 2015;1(1):e2 [FREE Full text] [doi: 10.2196/publichealth.3310] [Medline: 27227125]
    • (2015) JMIR Public Health Surveill , vol.1 , Issue.1 , pp. e2
    • Mahoney, L.M.1    Tang, T.2    Ji, K.3    Ulrich-Schad, J.4
  • 29
    • 84890095678 scopus 로고    scopus 로고
    • Discussions of adolescent sexuality in news media coverage of the hpv vaccine
    • Feb [Medline: 24439619]
    • Casciotti DM, Smith KC, Tsui A, Klassen AC. Discussions of adolescent sexuality in news media coverage of the HPV vaccine. J Adolesc 2014 Feb;37(2):133-143. [doi: 10.1016/j.adolescence.2013.11.004] [Medline: 24439619]
    • (2014) J Adolesc , vol.37 , Issue.2 , pp. 133-143
    • Casciotti, D.M.1    Smith, K.C.2    Tsui, A.3    Klassen, A.C.4
  • 30
    • 70350049240 scopus 로고    scopus 로고
    • The hpv vaccine and the media: How has the topic been covered and what are the effects on knowledge about the virus and cervical cancer?
    • Nov [FREE Full text] [Medline: 19395221]
    • Kelly BJ, Leader AE, Mittermaier DJ, Hornik RC, Cappella JN. The HPV vaccine and the media: how has the topic been covered and what are the effects on knowledge about the virus and cervical cancer? Patient Educ Couns 2009 Nov;77(2):308-313 [FREE Full text] [doi: 10.1016/j.pec.2009.03.018] [Medline: 19395221]
    • (2009) Patient Educ Couns , vol.77 , Issue.2 , pp. 308-313
    • Kelly, B.J.1    Leader, A.E.2    Mittermaier, D.J.3    Hornik, R.C.4    Cappella, J.N.5
  • 32
    • 84924262289 scopus 로고    scopus 로고
    • A cross-sectional examination of marketing of electronic cigarettes on twitter
    • Jul [FREE Full text] [Medline: 24935894]
    • Huang J, Kornfield R, Szczypka G, Emery SL. A cross-sectional examination of marketing of electronic cigarettes on Twitter. Tob Control 2014 Jul;23 Suppl 3:iii26-iii30 [FREE Full text] [doi: 10.1136/tobaccocontrol-2014-051551] [Medline: 24935894]
    • (2014) Tob Control , vol.23 , pp. iii26-iii30
    • Huang, J.1    Kornfield, R.2    Szczypka, G.3    Emery, S.L.4
  • 33
    • 84873439489 scopus 로고    scopus 로고
    • Who says what to whom on twitter. in
    • New York NY: ACM Press; 2011 Presented at: WWW '11; March 28-April 1; Hyderabad, India URL
    • Wu S, Hofman JM, Mason WA, Watts DJ. Who says what to whom on Twitter. In: Proceedings of the 20th International Conference Companion on World Wide Web. New York, NY: ACM Press; 2011 Presented at: WWW '11; March 28-April 1; Hyderabad, India p. 705-714 URL: http://www.wwwconference.org/proceedings/www2011/proceedings/p705.pdf
    • Proceedings of the 20th International Conference Companion on World Wide Web , pp. 705-714
    • Wu, S.1    Hofman, J.M.2    Mason, W.A.3    Watts, D.J.4
  • 35
    • 78649235583 scopus 로고    scopus 로고
    • Want to be retweeted? Large scale analytics on factors impacting retweet in twitter network
    • Los Alamitos CA IEEE; 2010 Presented at: 2010 IEEE Second International Conference; August 20-22; Minneapolis, MN, USA
    • Suh B, Hong L, Pirolli P, Chi EH. Want to be retweeted? Large scale analytics on factors impacting retweet in Twitter network. In: Social Computing (SocialCom). Los Alamitos, CA: IEEE; 2010 Presented at: 2010 IEEE Second International Conference; August 20-22, 2010; Minneapolis, MN, USA p. 177-184. [doi: 10.1109/SocialCom.2010.33]
    • (2010) Social Computing (SocialCom) , pp. 177-184
    • Suh, B.1    Hong, L.2    Pirolli, P.3    Chi, E.H.4
  • 36
    • 84874784043 scopus 로고    scopus 로고
    • Networked gatekeeping and networked framing on #Egypt
    • Jan 27
    • Meraz S, Papacharissi Z. Networked gatekeeping and networked framing on #Egypt. Int J Press/Politics 2013 Jan 27;18(2):138-166. [doi: 10.1177/1940161212474472]
    • (2013) Int J Press/Politics , vol.18 , Issue.2 , pp. 138-166
    • Meraz, S.1    Papacharissi, Z.2
  • 38
    • 84875358065 scopus 로고    scopus 로고
    • Gatekeeping twitter: Message diffusion in political hashtags
    • Mar 14
    • Bastos MT, Raimundo RLG, Travitzki R. Gatekeeping Twitter: message diffusion in political hashtags. Media Cult Soc 2013 Mar 14;35(2):260-270. [doi: 10.1177/0163443712467594]
    • (2013) Media Cult Soc , vol.35 , Issue.2 , pp. 260-270
    • Bastos, M.T.1    Raimundo, R.L.G.2    Travitzki, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.