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Volumn 20, Issue 11, 2018, Pages

Assessing the methods, tools, and statistical approaches in Google trends research: Systematic review

Author keywords

Big data; Google Trends; Health assessment; Infodemiology; Medicine; Review; Statistical analysis

Indexed keywords

ARTICLE; BEHAVIOR CHANGE; FORECASTING; HUMAN; MEDLINE; MONITORING; PRACTICE GUIDELINE; PREDICTION; PUBLICATION; SCOPUS; SEASONAL VARIATION; SYSTEMATIC REVIEW; TIME SERIES ANALYSIS; INTERNET; TRENDS;

EID: 85056259214     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.9366     Document Type: Article
Times cited : (206)

References (149)
  • 2
    • 79953281019 scopus 로고    scopus 로고
    • The world's technological capacity to store, communicate, and compute information
    • Apr 01; FREE Full _text doi: Medline: 21310967
    • Hilbert M, López P. The world's technological capacity to store, communicate, and compute information. Science 2011 Apr 01;332(6025):60-65 [FREE Full _text] [doi: 10.1126/science.1200970] [Medline: 21310967]
    • (2011) Science , vol.332 , Issue.6025 , pp. 60-65
    • Hilbert, M.1    López, P.2
  • 3
    • 84900800509 scopus 로고    scopus 로고
    • Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
    • Aug
    • Philip Chen C, Zhang C. Data-intensive applications, challenges, techniques and technologies: A survey on Big Data. Information Sciences 2014 Aug;275:314-347. [doi: 10.1016/j.ins.2014.01.015]
    • (2014) Information Sciences , vol.275 , pp. 314-347
    • Philip Chen, C.1    Zhang, C.2
  • 4
    • 84929170243 scopus 로고    scopus 로고
    • Significance and Challenges of Big Data Research
    • Jun
    • Jin X, Wah BW, Cheng X, Wang Y. Significance and Challenges of Big Data Research. Big Data Research 2015 Jun;2(2):59-64. [doi: 10.1016/j.bdr.2015.01.006]
    • (2015) Big Data Research , vol.2 , Issue.2 , pp. 59-64
    • Jin, X.1    Wah, B.W.2    Cheng, X.3    Wang, Y.4
  • 5
    • 84929509763 scopus 로고    scopus 로고
    • How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study
    • Jul
    • Fosso Wamba S, Akter S, Edwards A, Chopin G, Gnanzou D. How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study. International Journal of Production Economics 2015 Jul;165:234-246. [doi: 10.1016/j.ijpe.2014.12.031]
    • (2015) International Journal of Production Economics , vol.165 , pp. 234-246
    • Fosso Wamba, S.1    Akter, S.2    Edwards, A.3    Chopin, G.4    Gnanzou, D.5
  • 6
    • 84902010612 scopus 로고    scopus 로고
    • Understanding the paradigm shift to computational social science in the presence of big data
    • Jul
    • Chang RM, Kauffman RJ, Kwon Y. Understanding the paradigm shift to computational social science in the presence of big data. Decision Support Systems 2014 Jul;63:67-80. [doi: 10.1016/j.dss.2013.08.008]
    • (2014) Decision Support Systems , vol.63 , pp. 67-80
    • Chang, R.M.1    Kauffman, R.J.2    Kwon, Y.3
  • 7
    • 84919389514 scopus 로고    scopus 로고
    • Beyond the hype: Big data concepts, methods, and analytics
    • Apr
    • Gandomi A, Haider M. Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management 2015 Apr;35(2):137-144. [doi: 10.1016/j.ijinfomgt.2014.10.007]
    • (2015) International Journal of Information Management , vol.35 , Issue.2 , pp. 137-144
    • Gandomi, A.1    Haider, M.2
  • 8
    • 84859736881 scopus 로고    scopus 로고
    • Quantifying the advantage of looking forward
    • Apr; FREE Full _text doi: Medline: 22482034
    • Preis T, Moat HS, Stanley HE, Bishop SR. Quantifying the advantage of looking forward. Sci Rep 2012 Apr;2:350 [FREE Full _text] [doi: 10.1038/srep00350] [Medline: 22482034]
    • (2012) Sci Rep , vol.2 , pp. 350
    • Preis, T.1    Moat, H.S.2    Stanley, H.E.3    Bishop, S.R.4
  • 9
    • 84877731107 scopus 로고    scopus 로고
    • Quantifying trading behavior in financial markets using Google Trends
    • Apr; FREE Full _text doi: Medline: 23619126
    • Preis T, Moat HS, Stanley HE. Quantifying trading behavior in financial markets using Google Trends. Sci Rep 2013 Apr;3:1684 [FREE Full _text] [doi: 10.1038/srep01684] [Medline: 23619126]
    • (2013) Sci Rep , vol.3 , pp. 1684
    • Preis, T.1    Moat, H.S.2    Stanley, H.E.3
  • 11
    • 78651468316 scopus 로고    scopus 로고
    • accessed 2017-11-08 WebCite Cache ID _6uot1LkyX
    • Google Trends. URL: https://trends.google.com/trends/explore [accessed 2017-11-08] [WebCite Cache ID _6uot1LkyX]
    • Google Trends
  • 12
    • 79952424080 scopus 로고    scopus 로고
    • Measuring the Public Agenda using Search Engine Queries
    • Mar 01
    • Scharkow M, Vogelgesang J. Measuring the Public Agenda using Search Engine Queries. International Journal of Public Opinion Research 2011 Mar 01;23(1):104-113. [doi: 10.1093/ijpor/edq048]
    • (2011) International Journal of Public Opinion Research , vol.23 , Issue.1 , pp. 104-113
    • Scharkow, M.1    Vogelgesang, J.2
  • 13
    • 84895789288 scopus 로고    scopus 로고
    • Public interest in the environment is falling: A response to Ficetola (2013)
    • Feb 14
    • McCallum ML, Bury GW. Public interest in the environment is falling: a response to Ficetola (2013). Biodivers Conserv 2014 Feb 14;23(4):1057-1062. [doi: 10.1007/s10531-014-0640-7]
    • (2014) Biodivers Conserv , vol.23 , Issue.4 , pp. 1057-1062
    • McCallum, M.L.1    Bury, G.W.2
  • 14
    • 84979468989 scopus 로고    scopus 로고
    • Consumer information search behavior and purchasing decisions: Empirical evidence from Korea
    • Jun
    • Jun S, Park D. Consumer information search behavior and purchasing decisions: Empirical evidence from Korea. Technological Forecasting and Social Change 2016 Jun;107:97-111. [doi: 10.1016/j.techfore.2016.03.021]
    • (2016) Technological Forecasting and Social Change , vol.107 , pp. 97-111
    • Jun, S.1    Park, D.2
  • 15
    • 84901949821 scopus 로고    scopus 로고
    • The possibility of using search traffic information to explore consumer product attitudes and forecast consumer preference
    • Jul
    • Jun S, Park D, Yeom J. The possibility of using search traffic information to explore consumer product attitudes and forecast consumer preference. Technological Forecasting and Social Change 2014 Jul;86:237-253. [doi: 10.1016/j.techfore.2013.10.021]
    • (2014) Technological Forecasting and Social Change , vol.86 , pp. 237-253
    • Jun, S.1    Park, D.2    Yeom, J.3
  • 17
    • 80051910691 scopus 로고    scopus 로고
    • Forecasting private consumption: Survey-based indicators vs. Google trends
    • Jan 13
    • Vosen S, Schmidt T. Forecasting private consumption: survey-based indicators vs. Google trends. J. Forecast 2011 Jan 13;30(6):565-578. [doi: 10.1002/for.1213]
    • (2011) J. Forecast , vol.30 , Issue.6 , pp. 565-578
    • Vosen, S.1    Schmidt, T.2
  • 18
    • 84862835806 scopus 로고    scopus 로고
    • Predicting the Present with Google Trends
    • Choi H, Varian H. Predicting the Present with Google Trends. Economic Record. (SUPPL.1) 2012;88:2-9. [doi: 10.1111/j.1475-4932.2012.00809.x]
    • (2012) Economic Record. (SUPPL.1) , vol.88 , pp. 2-9
    • Choi, H.1    Varian, H.2
  • 19
    • 84969262146 scopus 로고    scopus 로고
    • YES or NO: Predicting the 2015 GReferendum results using Google Trends
    • Aug
    • Mavragani A, Tsagarakis KP. YES or NO: Predicting the 2015 GReferendum results using Google Trends. Technological Forecasting and Social Change 2016 Aug;109:1-5. [doi: 10.1016/j.techfore.2016.04.028]
    • (2016) Technological Forecasting and Social Change , vol.109 , pp. 1-5
    • Mavragani, A.1    Tsagarakis, K.P.2
  • 20
    • 84879412777 scopus 로고    scopus 로고
    • Nowcasting with Google Trends in an Emerging Market
    • Nov 20
    • Carrière-Swallow Y, Labbé F. Nowcasting with Google Trends in an Emerging Market. J. Forecast 2011 Nov 20;32(4):289-298. [doi: 10.1002/for.1252]
    • (2011) J. Forecast , vol.32 , Issue.4 , pp. 289-298
    • Carrière-Swallow, Y.1    Labbé, F.2
  • 21
    • 84921065214 scopus 로고    scopus 로고
    • Forecasting unemployment with internet search data: Does it help to improve predictions when job destruction is skyrocketing?
    • Mar
    • Vicente MR, López-Menéndez AJ, Pérez R. Forecasting unemployment with internet search data: Does it help to improve predictions when job destruction is skyrocketing? Technological Forecasting and Social Change 2015 Mar;92:132-139. [doi: 10.1016/j.techfore.2014.12.005]
    • (2015) Technological Forecasting and Social Change , vol.92 , pp. 132-139
    • Vicente, M.R.1    López-Menéndez, A.J.2    Pérez, R.3
  • 22
    • 84888017656 scopus 로고    scopus 로고
    • A study of the method using search traffic to analyze new technology adoption
    • Jan
    • Jun S, Yeom J, Son J. A study of the method using search traffic to analyze new technology adoption. Technological Forecasting and Social Change 2014 Jan;81:82-95. [doi: 10.1016/j.techfore.2013.02.007]
    • (2014) Technological Forecasting and Social Change , vol.81 , pp. 82-95
    • Jun, S.1    Yeom, J.2    Son, J.3
  • 23
    • 85029520004 scopus 로고    scopus 로고
    • accessed 2017-11-08 WebCite Cache ID _6uot8lARg
    • Google. How Trends data is adjusted URL: https://support.google.com/trends/answer/4365533?hl=en [accessed 2017-11-08] [WebCite Cache ID _6uot8lARg]
    • How Trends Data Is Adjusted
  • 24
    • 84919389078 scopus 로고    scopus 로고
    • Challenges of Big Data Analysis
    • Jun; FREE Full _text doi: Medline: 25419469
    • Fan J, Han F, Liu H. Challenges of Big Data Analysis. Natl Sci Rev 2014 Jun;1(2):293-314 [FREE Full _text] [doi: 10.1093/nsr/nwt032] [Medline: 25419469]
    • (2014) Natl Sci Rev , vol.1 , Issue.2 , pp. 293-314
    • Fan, J.1    Han, F.2    Liu, H.3
  • 25
    • 84903641893 scopus 로고    scopus 로고
    • Big data analysis using modern statistical and machine learning methods in medicine
    • Jun; FREE Full _text doi: Medline: 24987556
    • Yoo C, Ramirez L, Liuzzi J. Big data analysis using modern statistical and machine learning methods in medicine. Int Neurourol J 2014 Jun;18(2):50-57 [FREE Full _text] [doi: 10.5213/inj.2014.18.2.50] [Medline: 24987556]
    • (2014) Int Neurourol J , vol.18 , Issue.2 , pp. 50-57
    • Yoo, C.1    Ramirez, L.2    Liuzzi, J.3
  • 26
    • 85001033133 scopus 로고    scopus 로고
    • Visualizing the knowledge structure and evolution of big data research in healthcare informatics
    • Dec; Medline: 28034409
    • Gu D, Li J, Li X, Liang C. Visualizing the knowledge structure and evolution of big data research in healthcare informatics. Int J Med Inform 2017 Dec;98:22-32. [doi: 10.1016/j.ijmedinf.2016.11.006] [Medline: 28034409]
    • (2017) Int J Med Inform , vol.98 , pp. 22-32
    • Gu, D.1    Li, J.2    Li, X.3    Liang, C.4
  • 27
    • 84908618713 scopus 로고    scopus 로고
    • The use of google trends in health care research: A systematic review
    • Oct; FREE Full _text doi: Medline: 25337815
    • Nuti SV, Wayda B, Ranasinghe I, Wang S, Dreyer RP, Chen SI, et al. The use of google trends in health care research: a systematic review. PLoS One 2014 Oct;9(10):e109583 [FREE Full _text] [doi: 10.1371/journal.pone.0109583] [Medline: 25337815]
    • (2014) PLoS One , vol.9 , Issue.10 , pp. e109583
    • Nuti, S.V.1    Wayda, B.2    Ranasinghe, I.3    Wang, S.4    Dreyer, R.P.5    Chen, S.I.6
  • 28
    • 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
  • 29
    • 85041087721 scopus 로고    scopus 로고
    • Relationship between State-Level Google Online Search Volume and Cancer Incidence in the United States: Retrospective Study
    • Jan 08; FREE Full _text doi: Medline: 29311051
    • Phillips CA, Barz LA, Li Y, Schapira MM, Bailey LC, Merchant RM. Relationship Between State-Level Google Online Search Volume and Cancer Incidence in the United States: Retrospective Study. J Med Internet Res 2018 Jan 08;20(1):e6 [FREE Full _text] [doi: 10.2196/jmir.8870] [Medline: 29311051]
    • (2018) J Med Internet Res , vol.20 , Issue.1 , pp. e6
    • Phillips, C.A.1    Barz, L.A.2    Li, Y.3    Schapira, M.M.4    Bailey, L.C.5    Merchant, R.M.6
  • 30
    • 85047247936 scopus 로고    scopus 로고
    • Integrating Smart Health in the US Health Care System: Infodemiology Study of Asthma Monitoring in the Google Era
    • Mar 12; FREE Full _text doi: Medline: 29530839
    • Mavragani A, Sampri A, Sypsa K, Tsagarakis KP. Integrating Smart Health in the US Health Care System: Infodemiology Study of Asthma Monitoring in the Google Era. JMIR Public Health Surveill 2018 Mar 12;4(1):e24 [FREE Full _text] [doi: 10.2196/publichealth.8726] [Medline: 29530839]
    • (2018) JMIR Public Health Surveill , vol.4 , Issue.1 , pp. e24
    • Mavragani, A.1    Sampri, A.2    Sypsa, K.3    Tsagarakis, K.P.4
  • 31
    • 85047772592 scopus 로고    scopus 로고
    • Vaccine Images on Twitter: Analysis of What Images are Shared
    • Apr 03; FREE Full _text doi: Medline: 29615386
    • Chen T, Dredze M. Vaccine Images on Twitter: Analysis of What Images are Shared. J Med Internet Res 2018 Apr 03;20(4):e130 [FREE Full _text] [doi: 10.2196/jmir.8221] [Medline: 29615386]
    • (2018) J Med Internet Res , vol.20 , Issue.4 , pp. e130
    • Chen, T.1    Dredze, M.2
  • 32
    • 85042123421 scopus 로고    scopus 로고
    • Associations of Topics of Discussion on Twitter With Survey Measures of Attitudes, Knowledge, and Behaviors Related to Zika: Probabilistic Study in the United States
    • Feb 09; FREE Full _text doi: Medline: 29426815
    • Farhadloo M, Winneg K, Chan MS, Hall JK, Albarracin D. Associations of Topics of Discussion on Twitter With Survey Measures of Attitudes, Knowledge, and Behaviors Related to Zika: Probabilistic Study in the United States. JMIR Public Health Surveill 2018 Feb 09;4(1):e16 [FREE Full _text] [doi: 10.2196/publichealth.8186] [Medline: 29426815]
    • (2018) JMIR Public Health Surveill , vol.4 , Issue.1 , pp. e16
    • Farhadloo, M.1    Winneg, K.2    Chan, M.S.3    Hall, J.K.4    Albarracin, D.5
  • 33
    • 85041058084 scopus 로고    scopus 로고
    • Detecting Novel and Emerging Drug Terms Using Natural Language Processing: A Social Media Corpus Study
    • Jan 08; FREE Full _text doi: Medline: 29311050
    • Simpson SS, Adams N, Brugman CM, Conners TJ. Detecting Novel and Emerging Drug Terms Using Natural Language Processing: A Social Media Corpus Study. JMIR Public Health Surveill 2018 Jan 08;4(1):e2 [FREE Full _text] [doi: 10.2196/publichealth.7726] [Medline: 29311050]
    • (2018) JMIR Public Health Surveill , vol.4 , Issue.1 , pp. e2
    • Simpson, S.S.1    Adams, N.2    Brugman, C.M.3    Conners, T.J.4
  • 34
    • 85021788238 scopus 로고    scopus 로고
    • Too Far to Care? Measuring Public Attention and Fear for Ebola Using Twitter
    • Jun 13; FREE Full _text doi: Medline: 28611015
    • van Lent LG, Sungur H, Kunneman FA, van de Velde B, Das E. Too Far to Care? Measuring Public Attention and Fear for Ebola Using Twitter. J Med Internet Res 2017 Jun 13;19(6):e193 [FREE Full _text] [doi: 10.2196/jmir.7219] [Medline: 28611015]
    • (2017) J Med Internet Res , vol.19 , Issue.6 , pp. e193
    • Van Lent, L.G.1    Sungur, H.2    Kunneman, F.A.3    Van De Velde, B.4    Das, E.5
  • 35
    • 85021824287 scopus 로고    scopus 로고
    • Researching Mental Health Disorders in the Era of Social Media: Systematic Review
    • Jun 29; FREE Full _text doi: Medline: 28663166
    • Wongkoblap A, Vadillo MA, Curcin V. Researching Mental Health Disorders in the Era of Social Media: Systematic Review. J Med Internet Res 2017 Jun 29;19(6):e228 [FREE Full _text] [doi: 10.2196/jmir.7215] [Medline: 28663166]
    • (2017) J Med Internet Res , vol.19 , Issue.6 , pp. e228
    • Wongkoblap, A.1    Vadillo, M.A.2    Curcin, V.3
  • 36
    • 85021798954 scopus 로고    scopus 로고
    • Frequencies of Private Mentions and Sharing of Mammography and Breast Cancer Terms on Facebook: A Pilot Study
    • Jun 09; FREE Full _text doi: Medline: 28600279
    • Huesch M, Chetlen A, Segel J, Schetter S. Frequencies of Private Mentions and Sharing of Mammography and Breast Cancer Terms on Facebook: A Pilot Study. J Med Internet Res 2017 Jun 09;19(6):e201 [FREE Full _text] [doi: 10.2196/jmir.7508] [Medline: 28600279]
    • (2017) J Med Internet Res , vol.19 , Issue.6 , pp. e201
    • Huesch, M.1    Chetlen, A.2    Segel, J.3    Schetter, S.4
  • 37
    • 85041040814 scopus 로고    scopus 로고
    • Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis
    • Jan 09; FREE Full _text doi: Medline: 29317382
    • Lu FS, Hou S, Baltrusaitis K, Shah M, Leskovec J, Sosic R, et al. Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis. JMIR Public Health Surveill 2018 Jan 09;4(1):e4 [FREE Full _text] [doi: 10.2196/publichealth.8950] [Medline: 29317382]
    • (2018) JMIR Public Health Surveill , vol.4 , Issue.1 , pp. e4
    • Lu, F.S.1    Hou, S.2    Baltrusaitis, K.3    Shah, M.4    Leskovec, J.5    Sosic, R.6
  • 38
    • 85046503101 scopus 로고    scopus 로고
    • Attitudes of Crohn's Disease Patients: Infodemiology Case Study and Sentiment Analysis of Facebook and Twitter Posts
    • Aug 09; FREE Full _text doi: Medline: 28793981
    • Roccetti M, Marfia G, Salomoni P, Prandi C, Zagari RM, Gningaye KFL, et al. Attitudes of Crohn's Disease Patients: Infodemiology Case Study and Sentiment Analysis of Facebook and Twitter Posts. JMIR Public Health Surveill 2017 Aug 09;3(3):e51 [FREE Full _text] [doi: 10.2196/publichealth.7004] [Medline: 28793981]
    • (2017) JMIR Public Health Surveill , vol.3 , Issue.3 , pp. e51
    • Roccetti, M.1    Marfia, G.2    Salomoni, P.3    Prandi, C.4    Zagari, R.M.5    Gningaye, K.F.L.6
  • 39
    • 84890585159 scopus 로고    scopus 로고
    • Why do people Google epilepsy? An infodemiological study of online behavior for epilepsy-related search terms
    • Feb; Medline: 24361764
    • Brigo F, Igwe SC, Ausserer H, Nardone R, Tezzon F, Bongiovanni LG, et al. Why do people Google epilepsy? An infodemiological study of online behavior for epilepsy-related search terms. Epilepsy Behav 2014 Feb;31:67-70. [doi: 10.1016/j.yebeh.2013.11.020] [Medline: 24361764]
    • (2014) Epilepsy Behav , vol.31 , pp. 67-70
    • Brigo, F.1    Igwe, S.C.2    Ausserer, H.3    Nardone, R.4    Tezzon, F.5    Bongiovanni, L.G.6
  • 40
    • 84938970381 scopus 로고    scopus 로고
    • Google search behavior for status epilepticus
    • Aug; Medline: 25873438
    • Brigo F, Trinka E. Google search behavior for status epilepticus. Epilepsy Behav 2015 Aug;49:146-149. [doi: 10.1016/j.yebeh.2015.02.029] [Medline: 25873438]
    • (2015) Epilepsy Behav , vol.49 , pp. 146-149
    • Brigo, F.1    Trinka, E.2
  • 41
    • 84953327947 scopus 로고    scopus 로고
    • Detecting internet search activity for mouth cancer in Ireland
    • Feb; Medline: 26774361
    • Murray G, O'Rourke C, Hogan J, Fenton JE. Detecting internet search activity for mouth cancer in Ireland. Br J Oral Maxillofac Surg 2016 Feb;54(2):163-165. [doi: 10.1016/j.bjoms.2015.12.005] [Medline: 26774361]
    • (2016) Br J Oral Maxillofac Surg , vol.54 , Issue.2 , pp. 163-165
    • Murray, G.1    O'Rourke, C.2    Hogan, J.3    Fenton, J.E.4
  • 42
    • 85007255901 scopus 로고    scopus 로고
    • Influence of World Thrombosis Day on digital information seeking on venous thrombosis: A Google Trends study
    • Dec; Medline: 27735128
    • Scheres LJJ, Lijfering WM, Middeldorp S, Cannegieter SC. Influence of World Thrombosis Day on digital information seeking on venous thrombosis: a Google Trends study. J Thromb Haemost 2016 Dec;14(12):2325-2328. [doi: 10.1111/jth.13529] [Medline: 27735128]
    • (2016) J Thromb Haemost , vol.14 , Issue.12 , pp. 2325-2328
    • Scheres, L.J.J.1    Lijfering, W.M.2    Middeldorp, S.3    Cannegieter, S.C.4
  • 43
    • 84994341268 scopus 로고    scopus 로고
    • Leveraging Big Data for Exploring Occupational Diseases-Related Interest at the Level of Scientific Community, Media Coverage and Novel Data Streams: The Example of Silicosis as a Pilot Study
    • FREE Full _text doi: Medline: 27806115
    • Bragazzi NL, Dini G, Toletone A, Brigo F, Durando P. Leveraging Big Data for Exploring Occupational Diseases-Related Interest at the Level of Scientific Community, Media Coverage and Novel Data Streams: The Example of Silicosis as a Pilot Study. PLoS One 2016;11(11):e0166051 [FREE Full _text] [doi: 10.1371/journal.pone.0166051] [Medline: 27806115]
    • (2016) PLoS One , vol.11 , Issue.11 , pp. e0166051
    • Bragazzi, N.L.1    Dini, G.2    Toletone, A.3    Brigo, F.4    Durando, P.5
  • 44
    • 84952047541 scopus 로고    scopus 로고
    • Public Interest in Imaging-Based Cancer Screening Examinations in the United States: Analysis Using a Web-Based Search Tool
    • Jan; Medline: 26700342
    • Rosenkrantz AB, Prabhu V. Public Interest in Imaging-Based Cancer Screening Examinations in the United States: Analysis Using a Web-Based Search Tool. AJR Am J Roentgenol 2016 Jan;206(1):113-118. [doi: 10.2214/AJR.15.14840] [Medline: 26700342]
    • (2016) AJR Am J Roentgenol , vol.206 , Issue.1 , pp. 113-118
    • Rosenkrantz, A.B.1    Prabhu, V.2
  • 45
    • 84931281910 scopus 로고    scopus 로고
    • The utility of Google Trends data to examine interest in cancer screening
    • Jun 08; FREE Full _text doi: Medline: 26056120
    • Schootman M, Toor A, Cavazos-Rehg P, Jeffe DB, McQueen A, Eberth J, et al. The utility of Google Trends data to examine interest in cancer screening. BMJ Open 2015 Jun 08;5(6):e006678 [FREE Full _text] [doi: 10.1136/bmjopen-2014-006678] [Medline: 26056120]
    • (2015) BMJ Open , vol.5 , Issue.6 , pp. e006678
    • Schootman, M.1    Toor, A.2    Cavazos-Rehg, P.3    Jeffe, D.B.4    McQueen, A.5    Eberth, J.6
  • 46
    • 84903276382 scopus 로고    scopus 로고
    • Bariatric surgery interest around the world: What Google Trends can teach us
    • May; Medline: 24794184
    • Linkov F, Bovbjerg DH, Freese KE, Ramanathan R, Eid GM, Gourash W. Bariatric surgery interest around the world: what Google Trends can teach us. Surg Obes Relat Dis 2014 May;10(3):533-538. [doi: 10.1016/j.soard.2013.10.007] [Medline: 24794184]
    • (2014) Surg Obes Relat Dis , vol.10 , Issue.3 , pp. 533-538
    • Linkov, F.1    Bovbjerg, D.H.2    Freese, K.E.3    Ramanathan, R.4    Eid, G.M.5    Gourash, W.6
  • 47
    • 84879069488 scopus 로고    scopus 로고
    • Gauging interest of the general public in laser-assisted in situ keratomileusis eye surgery
    • Jul; FREE Full _text doi: Medline: 23538615
    • Stein JD, Childers DM, Nan B, Mian SI. Gauging interest of the general public in laser-assisted in situ keratomileusis eye surgery. Cornea 2013 Jul;32(7):1015-1018 [FREE Full _text] [doi: 10.1097/ICO.0b013e318283c85a] [Medline: 23538615]
    • (2013) Cornea , vol.32 , Issue.7 , pp. 1015-1018
    • Stein, J.D.1    Childers, D.M.2    Nan, B.3    Mian, S.I.4
  • 48
    • 84892788902 scopus 로고    scopus 로고
    • CCSVI-A. A call to clinicans and scientists to vocalise in an Internet age
    • Mar; Medline: 25878001
    • Gafson AR, Giovannoni G. CCSVI-A. A call to clinicans and scientists to vocalise in an Internet age. Mult Scler Relat Disord 2014 Mar;3(2):143-146. [doi: 10.1016/j.msard.2013.10.005] [Medline: 25878001]
    • (2014) Mult Scler Relat Disord , vol.3 , Issue.2 , pp. 143-146
    • Gafson, A.R.1    Giovannoni, G.2
  • 49
    • 84933529275 scopus 로고    scopus 로고
    • The effect of the metal-on-metal hip controversy on Internet search activity
    • Oct; Medline: 24390041
    • Phelan N, Kelly JC, Moore DP, Kenny P. The effect of the metal-on-metal hip controversy on Internet search activity. Eur J Orthop Surg Traumatol 2014 Oct;24(7):1203-1210. [doi: 10.1007/s00590-013-1399-3] [Medline: 24390041]
    • (2014) Eur J Orthop Surg Traumatol , vol.24 , Issue.7 , pp. 1203-1210
    • Phelan, N.1    Kelly, J.C.2    Moore, D.P.3    Kenny, P.4
  • 50
    • 84923022419 scopus 로고    scopus 로고
    • Web search query volume as a measure of pharmaceutical utilization and changes in prescribing patterns
    • Medline: 24603135
    • Simmering JE, Polgreen LA, Polgreen PM. Web search query volume as a measure of pharmaceutical utilization and changes in prescribing patterns. Res Social Adm Pharm 2014;10(6):896-903. [doi: 10.1016/j.sapharm.2014.01.003] [Medline: 24603135]
    • (2014) Res Social Adm Pharm , vol.10 , Issue.6 , pp. 896-903
    • Simmering, J.E.1    Polgreen, L.A.2    Polgreen, P.M.3
  • 51
    • 84989966226 scopus 로고    scopus 로고
    • Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States
    • Sep 16; FREE Full _text doi: Medline: 27637361
    • Zhang Z, Zheng X, Zeng DD, Leischow SJ. Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States. J Med Internet Res 2016 Sep 16;18(9):e252 [FREE Full _text] [doi: 10.2196/jmir.5802] [Medline: 27637361]
    • (2016) J Med Internet Res , vol.18 , Issue.9 , pp. e252
    • Zhang, Z.1    Zheng, X.2    Zeng, D.D.3    Leischow, S.J.4
  • 52
    • 84928945101 scopus 로고    scopus 로고
    • Internet search and krokodil in the Russian Federation: An infoveillance study
    • Sep 18; FREE Full _text doi: Medline: 25236385
    • Zheluk A, Quinn C, Meylakhs P. Internet search and krokodil in the Russian Federation: an infoveillance study. J Med Internet Res 2014 Sep 18;16(9):e212 [FREE Full _text] [doi: 10.2196/jmir.3203] [Medline: 25236385]
    • (2014) J Med Internet Res , vol.16 , Issue.9 , pp. e212
    • Zheluk, A.1    Quinn, C.2    Meylakhs, P.3
  • 53
    • 81855217450 scopus 로고    scopus 로고
    • Analysis of 4999 online physician ratings indicates that most patients give physicians a favorable rating
    • Nov; FREE Full _text doi: Medline: 22088924
    • Kadry B, Chu LF, Kadry B, Gammas D, Macario A. Analysis of 4999 online physician ratings indicates that most patients give physicians a favorable rating. J Med Internet Res 2011 Nov;13(4):e95 [FREE Full _text] [doi: 10.2196/jmir.1960] [Medline: 22088924]
    • (2011) J Med Internet Res , vol.13 , Issue.4 , pp. e95
    • Kadry, B.1    Chu, L.F.2    Kadry, B.3    Gammas, D.4    Macario, A.5
  • 54
    • 84897538977 scopus 로고    scopus 로고
    • Public hospital quality report awareness: Evidence from National and Californian Internet searches and social media mentions, 2012
    • Mar 11; FREE Full _text doi: Medline: 24618223
    • Huesch MD, Currid-Halkett E, Doctor JN. Public hospital quality report awareness: evidence from National and Californian Internet searches and social media mentions, 2012. BMJ Open 2014 Mar 11;4(3):e004417 [FREE Full _text] [doi: 10.1136/bmjopen-2013-004417] [Medline: 24618223]
    • (2014) BMJ Open , vol.4 , Issue.3 , pp. e004417
    • Huesch, M.D.1    Currid-Halkett, E.2    Doctor, J.N.3
  • 55
    • 84895075084 scopus 로고    scopus 로고
    • United States medical school graduate interest in radiology residency programs as depicted by online search tools
    • Feb; Medline: 24120904
    • Haney NM, Kinsella SD, Morey JM. United States medical school graduate interest in radiology residency programs as depicted by online search tools. J Am Coll Radiol 2014 Feb;11(2):193-197. [doi: 10.1016/j.jacr.2013.06.023] [Medline: 24120904]
    • (2014) J Am Coll Radiol , vol.11 , Issue.2 , pp. 193-197
    • Haney, N.M.1    Kinsella, S.D.2    Morey, J.M.3
  • 56
    • 84983631311 scopus 로고    scopus 로고
    • Risk of MERS importation and onward transmission: A systematic review and analysis of cases reported to WHO
    • Aug 25; FREE Full _text doi: Medline: 27562369
    • Poletto C, Boëlle P, Colizza V. Risk of MERS importation and onward transmission: a systematic review and analysis of cases reported to WHO. BMC Infect Dis 2016 Aug 25;16(1):448 [FREE Full _text] [doi: 10.1186/s12879-016-1787-5] [Medline: 27562369]
    • (2016) BMC Infect Dis , vol.16 , Issue.1 , pp. 448
    • Poletto, C.1    Boëlle, P.2    Colizza, V.3
  • 57
    • 84960092832 scopus 로고    scopus 로고
    • Social media in Ebola outbreak
    • Jul; Medline: 26939535
    • Hossain L, Kam D, Kong F, Wigand RT, Bossomaier T. Social media in Ebola outbreak. Epidemiol Infect 2016 Jul;144(10):2136-2143. [doi: 10.1017/S095026881600039X] [Medline: 26939535]
    • (2016) Epidemiol Infect , vol.144 , Issue.10 , pp. 2136-2143
    • Hossain, L.1    Kam, D.2    Kong, F.3    Wigand, R.T.4    Bossomaier, T.5
  • 58
    • 85047259083 scopus 로고    scopus 로고
    • The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak
    • Jan 16
    • Mavragani A, Ochoa G. The Internet and the Anti-Vaccine Movement: Tracking the 2017 EU Measles Outbreak. BDCC 2018 Jan 16;2(1):2. [doi: 10.3390/bdcc2010002]
    • (2018) BDCC , vol.2 , Issue.1 , pp. 2
    • Mavragani, A.1    Ochoa, G.2
  • 59
    • 77956601531 scopus 로고    scopus 로고
    • Social versus independent interest in 'bird flu' and 'swine flu
    • Sep 3
    • Bentley RA, Ormerod P. Social versus independent interest in 'bird flu' and 'swine flu'. PLoS Curr 2009 Sep 3;1:RRN1036. [doi: 10.1371/currents.RRN1036]
    • (2009) PLoS Curr , vol.1 , pp. RRN1036
    • Bentley, R.A.1    Ormerod, P.2
  • 60
    • 84883417027 scopus 로고    scopus 로고
    • Major infection events over 5 years: How is media coverage influencing online information needs of health care professionals and the public?
    • Jul 15; FREE Full _text doi: Medline: 23856364
    • Kostkova P, Fowler D, Wiseman S, Weinberg JR. Major infection events over 5 years: how is media coverage influencing online information needs of health care professionals and the public? J Med Internet Res 2013 Jul 15;15(7):e107 [FREE Full _text] [doi: 10.2196/jmir.2146] [Medline: 23856364]
    • (2013) J Med Internet Res , vol.15 , Issue.7 , pp. e107
    • Kostkova, P.1    Fowler, D.2    Wiseman, S.3    Weinberg, J.R.4
  • 61
    • 84898915956 scopus 로고    scopus 로고
    • Impact of Vice President Cheney on public interest in left ventricular assist devices and heart transplantation
    • May 01; Medline: 24630787
    • Pandey A, Abdullah K, Drazner MH. Impact of Vice President Cheney on public interest in left ventricular assist devices and heart transplantation. Am J Cardiol 2014 May 01;113(9):1529-1531. [doi: 10.1016/j.amjcard.2014.02.007] [Medline: 24630787]
    • (2014) Am J Cardiol , vol.113 , Issue.9 , pp. 1529-1531
    • Pandey, A.1    Abdullah, K.2    Drazner, M.H.3
  • 62
    • 84902536662 scopus 로고    scopus 로고
    • Web search behavior for multiple sclerosis: An infodemiological study
    • Jul
    • Brigo F, Lochner P, Tezzon F, Nardone R. Web search behavior for multiple sclerosis: An infodemiological study. Multiple Sclerosis and Related Disorders 2014 Jul;3(4):440-443. [doi: 10.1016/j.msard.2014.02.005]
    • (2014) Multiple Sclerosis and Related Disorders , vol.3 , Issue.4 , pp. 440-443
    • Brigo, F.1    Lochner, P.2    Tezzon, F.3    Nardone, R.4
  • 63
    • 85006721274 scopus 로고    scopus 로고
    • Public health awareness of autoimmune diseases after the death of a celebrity
    • Dec Medline: 28000011
    • Bragazzi NL, Watad A, Brigo F, Adawi M, Amital H, Shoenfeld Y. Public health awareness of autoimmune diseases after the death of a celebrity. Clin Rheumatol 2016 Dec 20:1911-1917. [doi: 10.1007/s10067-016-3513-5] [Medline: 28000011]
    • (2016) Clin Rheumatol , vol.20 , pp. 1911-1917
    • Bragazzi, N.L.1    Watad, A.2    Brigo, F.3    Adawi, M.4    Amital, H.5    Shoenfeld, Y.6
  • 64
    • 84892449020 scopus 로고    scopus 로고
    • Using digital surveillance to examine the impact of public figure pancreatic cancer announcements on media and search query outcomes
    • Noar S, Ribisl K, Althouse B, Willoughby J, Ayers J. Using digital surveillance to examine the impact of public figure pancreatic cancer announcements on media and search query outcomes. Journal of the National Cancer Institute - Monographs 2013:188-194.
    • (2013) Journal of The National Cancer Institute - Monographs , pp. 188-194
    • Noar, S.1    Ribisl, K.2    Althouse, B.3    Willoughby, J.4    Ayers, J.5
  • 65
    • 84947211088 scopus 로고    scopus 로고
    • Celebrity suicide on the railway network: Can one case trigger international effects?
    • Oct 01; Medline: 26143403
    • Koburger N, Mergl R, Rummel-Kluge C, Ibelshäuser A, Meise U, Postuvan V, et al. Celebrity suicide on the railway network: Can one case trigger international effects? J Affect Disord 2015 Oct 01;185:38-46. [doi: 10.1016/j.jad.2015.06.037] [Medline: 26143403]
    • (2015) J Affect Disord , vol.185 , pp. 38-46
    • Koburger, N.1    Mergl, R.2    Rummel-Kluge, C.3    Ibelshäuser, A.4    Meise, U.5    Postuvan, V.6
  • 66
    • 77953036712 scopus 로고    scopus 로고
    • The utility of "Google Trends" for epidemiological research: Lyme disease as an example
    • May; Medline: 20503183
    • Seifter A, Schwarzwalder A, Geis K, Aucott J. The utility of "Google Trends" for epidemiological research: Lyme disease as an example. Geospat Health 2010 May;4(2):135-137. [doi: 10.4081/gh.2010.195] [Medline: 20503183]
    • (2010) Geospat Health , vol.4 , Issue.2 , pp. 135-137
    • Seifter, A.1    Schwarzwalder, A.2    Geis, K.3    Aucott, J.4
  • 67
    • 84886392663 scopus 로고    scopus 로고
    • A method to assess seasonality of urinary tract infections based on medication sales and google trends
    • FREE Full _text doi: Medline: 24204587
    • Rossignol L, Pelat C, Lambert B, Flahault A, Chartier-Kastler E, Hanslik T. A method to assess seasonality of urinary tract infections based on medication sales and google trends. PLoS One 2013;8(10):e76020 [FREE Full _text] [doi: 10.1371/journal.pone.0076020] [Medline: 24204587]
    • (2013) PLoS One , vol.8 , Issue.10 , pp. e76020
    • Rossignol, L.1    Pelat, C.2    Lambert, B.3    Flahault, A.4    Chartier-Kastler, E.5    Hanslik, T.6
  • 68
    • 84896314857 scopus 로고    scopus 로고
    • Know your market: Use of online query tools to quantify trends in patient information-seeking behavior for varicose vein treatment
    • Jan; Medline: 24286941
    • Harsha AK, Schmitt JE, Stavropoulos SW. Know your market: use of online query tools to quantify trends in patient information-seeking behavior for varicose vein treatment. J Vasc Interv Radiol 2014 Jan;25(1):53-57. [doi: 10.1016/j.jvir.2013.09.015] [Medline: 24286941]
    • (2014) J Vasc Interv Radiol , vol.25 , Issue.1 , pp. 53-57
    • Harsha, A.K.1    Schmitt, J.E.2    Stavropoulos, S.W.3
  • 69
    • 84954599738 scopus 로고    scopus 로고
    • Seasonal trends in sleep-disordered breathing: Evidence from Internet search engine query data
    • Mar; Medline: 24595717
    • Ingram DG, Matthews CK, Plante DT. Seasonal trends in sleep-disordered breathing: evidence from Internet search engine query data. Sleep Breath 2015 Mar;19(1):79-84. [doi: 10.1007/s11325-014-0965-1] [Medline: 24595717]
    • (2015) Sleep Breath , vol.19 , Issue.1 , pp. 79-84
    • Ingram, D.G.1    Matthews, C.K.2    Plante, D.T.3
  • 70
    • 84998854174 scopus 로고    scopus 로고
    • Surveillance Tools Emerging From Search Engines and Social Media Data for Determining Eye Disease Patterns
    • Sep 01; FREE Full text doi: Medline: 27416554
    • Deiner MS, Lietman TM, McLeod SD, Chodosh J, Porco TC. Surveillance Tools Emerging From Search Engines and Social Media Data for Determining Eye Disease Patterns. JAMA Ophthalmol 2016 Sep 01;134(9):1024-1030 [FREE Full text] [doi: 10.1001/jamaophthalmol.2016.2267] [Medline: 27416554]
    • (2016) JAMA Ophthalmol , vol.134 , Issue.9 , pp. 1024-1030
    • Deiner, M.S.1    Lietman, T.M.2    McLeod, S.D.3    Chodosh, J.4    Porco, T.C.5
  • 71
    • 84925003431 scopus 로고    scopus 로고
    • Information seeking regarding tobacco and lung cancer: Effects of seasonality
    • Mar; FREE Full _text doi: Medline: 25781020
    • Zhang Z, Zheng X, Zeng DD, Leischow SJ. Information seeking regarding tobacco and lung cancer: effects of seasonality. PLoS One 2015 Mar;10(3):e0117938 [FREE Full _text] [doi: 10.1371/journal.pone.0117938] [Medline: 25781020]
    • (2015) PLoS One , vol.10 , Issue.3 , pp. e0117938
    • Zhang, Z.1    Zheng, X.2    Zeng, D.D.3    Leischow, S.J.4
  • 72
    • 84915781440 scopus 로고    scopus 로고
    • Google unveils a glimpse of allergic rhinitis in the real world
    • Jan; Medline: 25280183
    • Kang M, Song W, Choi S, Kim H, Ha H, Kim S, et al. Google unveils a glimpse of allergic rhinitis in the real world. Allergy 2015 Jan;70(1):124-128. [doi: 10.1111/all.12528] [Medline: 25280183]
    • (2015) Allergy , vol.70 , Issue.1 , pp. 124-128
    • Kang, M.1    Song, W.2    Choi, S.3    Kim, H.4    Ha, H.5    Kim, S.6
  • 73
    • 79952115109 scopus 로고    scopus 로고
    • Using search engine query data to track pharmaceutical utilization: A study of statins
    • Schuster N, Rogers M, McMahon JL. Using search engine query data to track pharmaceutical utilization: a study of statins. The American journal of managed care 2010;16(8):215-219.
    • (2010) The American Journal of Managed Care , vol.16 , Issue.8 , pp. 215-219
    • Schuster, N.1    Rogers, M.2    McMahon, J.L.3
  • 74
    • 84937216219 scopus 로고    scopus 로고
    • The effect of competing direct-to-consumer advertising campaigns on the use of drugs for benign prostatic hyperplasia: Time series analysis
    • Apr; FREE Full _text doi: Medline: 25338730
    • Skeldon SC, Kozhimannil KB, Majumdar SR, Law MR. The effect of competing direct-to-consumer advertising campaigns on the use of drugs for benign prostatic hyperplasia: time series analysis. J Gen Intern Med 2015 Apr;30(4):514-520 [FREE Full _text] [doi: 10.1007/s11606-014-3063-y] [Medline: 25338730]
    • (2015) J Gen Intern Med , vol.30 , Issue.4 , pp. 514-520
    • Skeldon, S.C.1    Kozhimannil, K.B.2    Majumdar, S.R.3    Law, M.R.4
  • 75
    • 84947019745 scopus 로고    scopus 로고
    • Linking Annual Prescription Volume of Antidepressants to Corresponding Web Search Query Data: A Possible Proxy for Medical Prescription Behavior?
    • Dec; Medline: 26355849
    • Gahr M, Uzelac Z, Zeiss R, Connemann BJ, Lang D, Schönfeldt-Lecuona C. Linking Annual Prescription Volume of Antidepressants to Corresponding Web Search Query Data: A Possible Proxy for Medical Prescription Behavior? J Clin Psychopharmacol 2015 Dec;35(6):681-685. [doi: 10.1097/JCP.0000000000000397] [Medline: 26355849]
    • (2015) J Clin Psychopharmacol , vol.35 , Issue.6 , pp. 681-685
    • Gahr, M.1    Uzelac, Z.2    Zeiss, R.3    Connemann, B.J.4    Lang, D.5    Schönfeldt-Lecuona, C.6
  • 76
    • 85003422192 scopus 로고    scopus 로고
    • Quantifying the UK Online Interest in Substances of the EU Watchlist for Water Monitoring: Diclofenac, Estradiol, and the Macrolide Antibiotics
    • Nov 18
    • Mavragani A, Sypsa K, Sampri A, Tsagarakis K. Quantifying the UK Online Interest in Substances of the EU Watchlist for Water Monitoring: Diclofenac, Estradiol, and the Macrolide Antibiotics. Water 2016 Nov 18;8(11):542. [doi: 10.3390/w8110542]
    • (2016) Water , vol.8 , Issue.11 , pp. 542
    • Mavragani, A.1    Sypsa, K.2    Sampri, A.3    Tsagarakis, K.4
  • 77
    • 84872867329 scopus 로고    scopus 로고
    • Using Google Trends for influenza surveillance in South China
    • FREE Full _text doi: Medline: 23372837
    • Kang M, Zhong H, He J, Rutherford S, Yang F. Using Google Trends for influenza surveillance in South China. PLoS One 2013;8(1):e55205 [FREE Full _text] [doi: 10.1371/journal.pone.0055205] [Medline: 23372837]
    • (2013) PLoS One , vol.8 , Issue.1 , pp. e55205
    • Kang, M.1    Zhong, H.2    He, J.3    Rutherford, S.4    Yang, F.5
  • 78
    • 84891910497 scopus 로고    scopus 로고
    • Correlation between national influenza surveillance data and google trends in South Korea
    • Dec; FREE Full _text doi: Medline: 24339927
    • Cho S, Sohn CH, Jo MW, Shin S, Lee JH, Ryoo SM, et al. Correlation between national influenza surveillance data and google trends in South Korea. PLoS One 2013 Dec;8(12):e81422 [FREE Full _text] [doi: 10.1371/journal.pone.0081422] [Medline: 24339927]
    • (2013) PLoS One , vol.8 , Issue.12 , pp. e81422
    • Cho, S.1    Sohn, C.H.2    Jo, M.W.3    Shin, S.4    Lee, J.H.5    Ryoo, S.M.6
  • 79
    • 84943642162 scopus 로고    scopus 로고
    • Age-related differences in the accuracy of web query-based predictions of influenza-like illness
    • FREE Full _text doi: Medline: 26011418
    • Domnich A, Panatto D, Signori A, Lai PL, Gasparini R, Amicizia D. Age-related differences in the accuracy of web query-based predictions of influenza-like illness. PLoS One 2015;10(5):e0127754 [FREE Full _text] [doi: 10.1371/journal.pone.0127754] [Medline: 26011418]
    • (2015) PLoS One , vol.10 , Issue.5 , pp. e0127754
    • Domnich, A.1    Panatto, D.2    Signori, A.3    Lai, P.L.4    Gasparini, R.5    Amicizia, D.6
  • 80
    • 85006994944 scopus 로고    scopus 로고
    • A Google-based approach for monitoring suicide risk
    • Dec 30; Medline: 27837725
    • Solano P, Ustulin M, Pizzorno E, Vichi M, Pompili M, Serafini G, et al. A Google-based approach for monitoring suicide risk. Psychiatry Res 2016 Dec 30;246:581-586. [doi: 10.1016/j.psychres.2016.10.030] [Medline: 27837725]
    • (2016) Psychiatry Res , vol.246 , pp. 581-586
    • Solano, P.1    Ustulin, M.2    Pizzorno, E.3    Vichi, M.4    Pompili, M.5    Serafini, G.6
  • 81
    • 84960158428 scopus 로고    scopus 로고
    • Tracking search engine queries for suicide in the United Kingdom, 2004-2013
    • Aug; Medline: 26976489
    • Arora VS, Stuckler D, McKee M. Tracking search engine queries for suicide in the United Kingdom, 2004-2013. Public Health 2016 Aug;137:147-153. [doi: 10.1016/j.puhe.2015.10.015] [Medline: 26976489]
    • (2016) Public Health , vol.137 , pp. 147-153
    • Arora, V.S.1    Stuckler, D.2    McKee, M.3
  • 82
    • 85007417138 scopus 로고    scopus 로고
    • Use of big data in the surveillance of veterinary diseases: Early detection of tick paralysis in companion animals
    • Dec 23; FREE Full _text doi: Medline: 27215214
    • Guernier V, Milinovich GJ, Bezerra SMA, Haworth M, Coleman G, Soares MRJ. Use of big data in the surveillance of veterinary diseases: early detection of tick paralysis in companion animals. Parasit Vectors 2016 Dec 23;9(1):303 [FREE Full _text] [doi: 10.1186/s13071-016-1590-6] [Medline: 27215214]
    • (2016) Parasit Vectors , vol.9 , Issue.1 , pp. 303
    • Guernier, V.1    Milinovich, G.J.2    Bezerra, S.M.A.3    Haworth, M.4    Coleman, G.5    Soares, M.R.J.6
  • 83
    • 84923819166 scopus 로고    scopus 로고
    • Sleep and moral awareness
    • Apr; FREE Full _text doi: Medline: 25159702
    • Barnes CM, Gunia BC, Wagner DT. Sleep and moral awareness. J Sleep Res 2015 Apr;24(2):181-188 [FREE Full _text] [doi: 10.1111/jsr.12231] [Medline: 25159702]
    • (2015) J Sleep Res , vol.24 , Issue.2 , pp. 181-188
    • Barnes, C.M.1    Gunia, B.C.2    Wagner, D.T.3
  • 84
    • 84891587363 scopus 로고    scopus 로고
    • A comparison of Internet search trends and sexually transmitted infection rates using Google trends
    • Jan; Medline: 24326584
    • Johnson AK, Mehta SD. A comparison of Internet search trends and sexually transmitted infection rates using Google trends. Sex Transm Dis 2014 Jan;41(1):61-63. [doi: 10.1097/OLQ.0000000000000065] [Medline: 24326584]
    • (2014) Sex Transm Dis , vol.41 , Issue.1 , pp. 61-63
    • Johnson, A.K.1    Mehta, S.D.2
  • 85
    • 84962424457 scopus 로고    scopus 로고
    • Assessing Ebola-related web search behaviour: Insights and implications from an analytical study of Google Trends-based query volumes
    • Dec 10; FREE Full _text doi: Medline: 26654247
    • Alicino C, Bragazzi NL, Faccio V, Amicizia D, Panatto D, Gasparini R, et al. Assessing Ebola-related web search behaviour: insights and implications from an analytical study of Google Trends-based query volumes. Infect Dis Poverty 2015 Dec 10;4:54 [FREE Full _text] [doi: 10.1186/s40249-015-0090-9] [Medline: 26654247]
    • (2015) Infect Dis Poverty , vol.4 , pp. 54
    • Alicino, C.1    Bragazzi, N.L.2    Faccio, V.3    Amicizia, D.4    Panatto, D.5    Gasparini, R.6
  • 86
    • 84922244896 scopus 로고    scopus 로고
    • Correlating Regional Aeroallergen Effects on Internet Search Activity
    • Dec 12; Medline: 25505261
    • Willson TJ, Lospinoso J, Weitzel E, McMains K. Correlating Regional Aeroallergen Effects on Internet Search Activity. Otolaryngol Head Neck Surg 2014 Dec 12;152(2):228-232. [doi: 10.1177/0194599814560149] [Medline: 25505261]
    • (2014) Otolaryngol Head Neck Surg , vol.152 , Issue.2 , pp. 228-232
    • Willson, T.J.1    Lospinoso, J.2    Weitzel, E.3    McMains, K.4
  • 87
    • 84946032728 scopus 로고    scopus 로고
    • Searching for Cedar: Geographic Variation in Single Aeroallergen Shows Dose Response in Internet Search Activity
    • Nov 02; Medline: 26340925
    • Willson TJ, Shams A, Lospinoso J, Weitzel E, McMains K. Searching for Cedar: Geographic Variation in Single Aeroallergen Shows Dose Response in Internet Search Activity. Otolaryngol Head Neck Surg 2015 Nov 02;153(5):770-774. [doi: 10.1177/0194599815601650] [Medline: 26340925]
    • (2015) Otolaryngol Head Neck Surg , vol.153 , Issue.5 , pp. 770-774
    • Willson, T.J.1    Shams, A.2    Lospinoso, J.3    Weitzel, E.4    McMains, K.5
  • 88
    • 79960729298 scopus 로고    scopus 로고
    • Tuberculosis surveillance by analyzing Google trends
    • Aug; Medline: 21435969
    • Zhou X, Ye J, Feng Y. Tuberculosis surveillance by analyzing Google trends. IEEE Trans Biomed Eng 2011 Aug;58(8):2247-2254. [doi: 10.1109/TBME.2011.2132132] [Medline: 21435969]
    • (2011) IEEE Trans Biomed Eng , vol.58 , Issue.8 , pp. 2247-2254
    • Zhou, X.1    Ye, J.2    Feng, Y.3
  • 89
    • 84938749563 scopus 로고    scopus 로고
    • Google Trends ®: Ready for real-time suicide prevention or just a Zeta-Jones effect? An exploratory study
    • Aug
    • Fond G, Gaman A, Brunel L, Haffen E, Llorca P. Google Trends ®: Ready for real-time suicide prevention or just a Zeta-Jones effect? An exploratory study. Psychiatry Research 2015 Aug;228(3):913-917. [doi: 10.1016/j.psychres.2015.04.022]
    • (2015) Psychiatry Research , vol.228 , Issue.3 , pp. 913-917
    • Fond, G.1    Gaman, A.2    Brunel, L.3    Haffen, E.4    Llorca, P.5
  • 90
    • 85001129853 scopus 로고    scopus 로고
    • Could Google Trends Be Used to Predict Methamphetamine-Related Crime? An Analysis of Search Volume Data in Switzerland, Germany, and Austria
    • Nov 30
    • Gamma A, Schleifer R, Weinmann W, Buadze A, Liebrenz M. Could Google Trends Be Used to Predict Methamphetamine-Related Crime? An Analysis of Search Volume Data in Switzerland, Germany, and Austria. PLoS ONE 2016 Nov 30;11(11):e0166566. [doi: 10.1371/journal.pone.0166566]
    • (2016) PLoS ONE , vol.11 , Issue.11 , pp. e0166566
    • Gamma, A.1    Schleifer, R.2    Weinmann, W.3    Buadze, A.4    Liebrenz, M.5
  • 91
    • 84958576353 scopus 로고    scopus 로고
    • Validating the Use of Google Trends to Enhance Pertussis Surveillance in California
    • Oct
    • Pollett S, Wood N, Boscardin WJ, Bengtsson H, Schwarcz S, Harriman K, et al. Validating the Use of Google Trends to Enhance Pertussis Surveillance in California. PLoS Curr 2015 Oct 19:1-10. [doi: 10.1371/currents.outbreaks.7119696b3e7523faa4543faac87c56c2]
    • (2015) PLoS Curr , vol.19 , pp. 1-10
    • Pollett, S.1    Wood, N.2    Boscardin, W.J.3    Bengtsson, H.4    Schwarcz, S.5    Harriman, K.6
  • 92
    • 84948980822 scopus 로고    scopus 로고
    • Forecasting the Incidence of Dementia and Dementia-Related Outpatient Visits With Google Trends: Evidence From Taiwan
    • Nov 19; FREE Full _text doi: Medline: 26586281
    • Wang H, Chen D, Yu H, Chen Y. Forecasting the Incidence of Dementia and Dementia-Related Outpatient Visits With Google Trends: Evidence From Taiwan. J Med Internet Res 2015 Nov 19;17(11):e264 [FREE Full _text] [doi: 10.2196/jmir.4516] [Medline: 26586281]
    • (2015) J Med Internet Res , vol.17 , Issue.11 , pp. e264
    • Wang, H.1    Chen, D.2    Yu, H.3    Chen, Y.4
  • 93
    • 84976264694 scopus 로고    scopus 로고
    • National Utilization and Forecasting of Ototopical Antibiotics
    • Crowson MG, Schulz K, Tucci DL. National Utilization and Forecasting of Ototopical Antibiotics. Otology & Neurotology 2016;37(8):1049-1054. [doi: 10.1097/MAO.0000000000001115]
    • (2016) Otology & Neurotology , vol.37 , Issue.8 , pp. 1049-1054
    • Crowson, M.G.1    Schulz, K.2    Tucci, D.L.3
  • 94
    • 85056529946 scopus 로고    scopus 로고
    • accessed 2017-11-08 WebCite Cache ID _6uotA2G5x
    • Scopus. URL: https://www.scopus.com/home.uri [accessed 2017-11-08] [WebCite Cache ID _6uotA2G5x]
    • Scopus
  • 95
    • 85056493783 scopus 로고    scopus 로고
    • PubMed. accessed 18/4/2018. URL: accessed 2018-09-07 WebCite Cache ID 72Fb7LRKh
    • PubMed. accessed 18/4/2018. URL: https://www.ncbi.nlm.nih.gov/pubmed/ [accessed 2018-09-07] [WebCite Cache ID 72Fb7LRKh]
  • 96
    • 84974834800 scopus 로고    scopus 로고
    • Digital epidemiology reveals global childhood disease seasonality and the effects of immunization
    • FREE Full _text doi: Medline: 27247405
    • Bakker KM, Martinez-Bakker ME, Helm B, Stevenson TJ. Digital epidemiology reveals global childhood disease seasonality and the effects of immunization. PNAS 2016;113(24):6689 [FREE Full _text] [doi: 10.1073/pnas.1523941113] [Medline: 27247405]
    • (2016) PNAS , vol.113 , Issue.24 , pp. 6689
    • Bakker, K.M.1    Martinez-Bakker, M.E.2    Helm, B.3    Stevenson, T.J.4
  • 97
    • 85019090288 scopus 로고    scopus 로고
    • Intentional Misuse and Abuse of Loperamide: A New Look at a Drug with "Low Abuse Potential
    • Jul; Medline: 28501383
    • Borron SW, Watts SH, Tull J, Baeza S, Diebold S, Barrow A. Intentional Misuse and Abuse of Loperamide: A New Look at a Drug with "Low Abuse Potential". J Emerg Med 2017 Jul;53(1):73-84. [doi: 10.1016/j.jemermed.2017.03.018] [Medline: 28501383]
    • (2017) J Emerg Med , vol.53 , Issue.1 , pp. 73-84
    • Borron, S.W.1    Watts, S.H.2    Tull, J.3    Baeza, S.4    Diebold, S.5    Barrow, A.6
  • 98
    • 84890529891 scopus 로고    scopus 로고
    • Infodemiology and infoveillance of multiple sclerosis in Italy
    • FREE Full text doi: Medline: 24027636
    • Bragazzi NL. Infodemiology and infoveillance of multiple sclerosis in Italy. Mult Scler Int 2013;2013:924029 [FREE Full text] [doi: 10.1155/2013/924029] [Medline: 24027636]
    • (2013) Mult Scler Int , vol.2013 , pp. 924029
    • Bragazzi, N.L.1
  • 99
    • 85014215916 scopus 로고    scopus 로고
    • Infodemiological data concerning silicosis in the USA in the period 2004-2010 correlating with real-world statistical data
    • Feb; FREE Full _text doi: Medline: 28054008
    • Bragazzi NL, Dini G, Toletone A, Brigo F, Durando P. Infodemiological data concerning silicosis in the USA in the period 2004-2010 correlating with real-world statistical data. Data Brief 2017 Feb;10:457-464 [FREE Full _text] [doi: 10.1016/j.dib.2016.11.021] [Medline: 28054008]
    • (2017) Data Brief , vol.10 , pp. 457-464
    • Bragazzi, N.L.1    Dini, G.2    Toletone, A.3    Brigo, F.4    Durando, P.5
  • 100
    • 85009253242 scopus 로고    scopus 로고
    • How often people google for vaccination: Qualitative and quantitative insights from a systematic search of the web-based activities using Google Trends
    • Feb; Medline: 27983896
    • Bragazzi NL, Barberis I, Rosselli R, Gianfredi V, Nucci D, Moretti M, et al. How often people google for vaccination: Qualitative and quantitative insights from a systematic search of the web-based activities using Google Trends. Hum Vaccin Immunother 2017 Feb;13(2):464-469. [doi: 10.1080/21645515.2017.1264742] [Medline: 27983896]
    • (2017) Hum Vaccin Immunother , vol.13 , Issue.2 , pp. 464-469
    • Bragazzi, N.L.1    Barberis, I.2    Rosselli, R.3    Gianfredi, V.4    Nucci, D.5    Moretti, M.6
  • 101
    • 85014359949 scopus 로고    scopus 로고
    • Infodemiological data of West-Nile virus disease in Italy in the study period 2004-2015
    • FREE Full _text
    • Bragazzi N, Bacigaluppi S, Robba C, Siri A, Canepa G, Brigo F. Infodemiological data of West-Nile virus disease in Italy in the study period 2004-2015. Data Brief 2016:839-845 [FREE Full _text]
    • (2016) Data Brief , pp. 839-845
    • Bragazzi, N.1    Bacigaluppi, S.2    Robba, C.3    Siri, A.4    Canepa, G.5    Brigo, F.6
  • 102
    • 84954469928 scopus 로고    scopus 로고
    • Infodemiology of status epilepticus: A systematic validation of the Google Trends-based search queries
    • Feb; Medline: 26773681
    • Bragazzi NL, Bacigaluppi S, Robba C, Nardone R, Trinka E, Brigo F. Infodemiology of status epilepticus: A systematic validation of the Google Trends-based search queries. Epilepsy Behav 2016 Feb;55:120-123. [doi: 10.1016/j.yebeh.2015.12.017] [Medline: 26773681]
    • (2016) Epilepsy Behav , vol.55 , pp. 120-123
    • Bragazzi, N.L.1    Bacigaluppi, S.2    Robba, C.3    Nardone, R.4    Trinka, E.5    Brigo, F.6
  • 103
    • 84890446612 scopus 로고    scopus 로고
    • A Google Trends-based approach for monitoring NSSI
    • Dec; FREE Full _text doi: Medline: 24376364
    • Bragazzi NL. A Google Trends-based approach for monitoring NSSI. Psychol Res Behav Manag 2013 Dec;7:1-8 [FREE Full _text] [doi: 10.2147/PRBM.S44084] [Medline: 24376364]
    • (2013) Psychol Res Behav Manag , vol.7 , pp. 1-8
    • Bragazzi, N.L.1
  • 104
    • 84878775692 scopus 로고    scopus 로고
    • Medical nowcasting using Google Trends: Application in otolaryngology
    • Jul; Medline: 23632877
    • Braun T, Harréus U. Medical nowcasting using Google Trends: application in otolaryngology. Eur Arch Otorhinolaryngol 2013 Jul;270(7):2157-2160. [doi: 10.1007/s00405-013-2532-y] [Medline: 23632877]
    • (2013) Eur Arch Otorhinolaryngol , vol.270 , Issue.7 , pp. 2157-2160
    • Braun, T.1    Harréus, U.2
  • 105
    • 84894192673 scopus 로고    scopus 로고
    • Does Saint Nicholas provoke seizures? Hints from Google Trends
    • Mar; Medline: 24548849
    • van Campen JS, van Diessen E, Otte WM, Joels M, Jansen FE, Braun KPJ. Does Saint Nicholas provoke seizures? Hints from Google Trends. Epilepsy Behav 2014 Mar;32:132-134. [doi: 10.1016/j.yebeh.2014.01.019] [Medline: 24548849]
    • (2014) Epilepsy Behav , vol.32 , pp. 132-134
    • Van Campen, J.S.1    Van Diessen, E.2    Otte, W.M.3    Joels, M.4    Jansen, F.E.5    Braun, K.P.J.6
  • 106
    • 72849140260 scopus 로고    scopus 로고
    • Google trends: A web-based tool for real-time surveillance of disease outbreaks
    • Nov 15; FREE Full _text doi: Medline: 19845471
    • Carneiro HA, Mylonakis E. Google trends: a web-based tool for real-time surveillance of disease outbreaks. Clin Infect Dis 2009 Nov 15;49(10):1557-1564 [FREE Full _text] [doi: 10.1086/630200] [Medline: 19845471]
    • (2009) Clin Infect Dis , vol.49 , Issue.10 , pp. 1557-1564
    • Carneiro, H.A.1    Mylonakis, E.2
  • 107
    • 84928105227 scopus 로고    scopus 로고
    • Monitoring of non-cigarette tobacco use using Google Trends
    • May; FREE Full _text doi: Medline: 24500269
    • Cavazos-Rehg PA, Krauss MJ, Spitznagel EL, Lowery A, Grucza RA, Chaloupka FJ, et al. Monitoring of non-cigarette tobacco use using Google Trends. Tob Control 2015 May;24(3):249-255 [FREE Full _text] [doi: 10.1136/tobaccocontrol-2013-051276] [Medline: 24500269]
    • (2015) Tob Control , vol.24 , Issue.3 , pp. 249-255
    • Cavazos-Rehg, P.A.1    Krauss, M.J.2    Spitznagel, E.L.3    Lowery, A.4    Grucza, R.A.5    Chaloupka, F.J.6
  • 108
    • 84938718512 scopus 로고    scopus 로고
    • Mining web-based data to assess public response to environmental events
    • Mar; Medline: 25577650
    • Cha Y, Stow CA. Mining web-based data to assess public response to environmental events. Environ Pollut 2015 Mar;198:97-99. [doi: 10.1016/j.envpol.2014.12.027] [Medline: 25577650]
    • (2015) Environ Pollut , vol.198 , pp. 97-99
    • Cha, Y.1    Stow, C.A.2
  • 109
    • 84973408017 scopus 로고    scopus 로고
    • Tele-health: Assessment of websites on newborn hearing screening in Portuguese Language
    • Dec; FREE Full _text doi: Medline: 26691616
    • Chaves JN, Libardi AL, Agostinho-Pesse RS, Morettin M, Alvarenga KDF. Tele-health: assessment of websites on newborn hearing screening in Portuguese Language. Codas 2015 Dec;27(6):526-533 [FREE Full _text] [doi: 10.1590/2317-1782/20152014169] [Medline: 26691616]
    • (2015) Codas , vol.27 , Issue.6 , pp. 526-533
    • Chaves, J.N.1    Libardi, A.L.2    Agostinho-Pesse, R.S.3    Morettin, M.4    Alvarenga, K.D.F.5
  • 110
    • 84946843327 scopus 로고    scopus 로고
    • Interstitial cystitis/painful bladder syndrome: The influence of modern diagnostic criteria on epidemiology and on Internet search activity by the public
    • Oct; FREE Full _text doi: Medline: 26816850
    • Davis NF, Gnanappiragasam S, Thornhill JA. Interstitial cystitis/painful bladder syndrome: the influence of modern diagnostic criteria on epidemiology and on Internet search activity by the public. Transl Androl Urol 2015 Oct;4(5):506-511 [FREE Full _text] [doi: 10.3978/j.issn.2223-4683.2015.06.08] [Medline: 26816850]
    • (2015) Transl Androl Urol , vol.4 , Issue.5 , pp. 506-511
    • Davis, N.F.1    Gnanappiragasam, S.2    Thornhill, J.A.3
  • 111
    • 84905490293 scopus 로고    scopus 로고
    • Novel data sources for women's health research: Mapping breast screening online information seeking through Google trends
    • Sep; FREE Full _text doi: Medline: 24998689
    • Fazeli DS, Carlos RC, Hall KS, Dalton VK. Novel data sources for women's health research: mapping breast screening online information seeking through Google trends. Acad Radiol 2014 Sep;21(9):1172-1176 [FREE Full _text] [doi: 10.1016/j.acra.2014.05.005] [Medline: 24998689]
    • (2014) Acad Radiol , vol.21 , Issue.9 , pp. 1172-1176
    • Fazeli, D.S.1    Carlos, R.C.2    Hall, K.S.3    Dalton, V.K.4
  • 112
    • 84930898091 scopus 로고    scopus 로고
    • Brief Report: Trends in U.S. National Autism Awareness from 2004 to 2014: The Impact of National Autism Awareness Month
    • Medline: 24915931
    • DeVilbiss E, Lee B. Brief Report: Trends in U.S. National Autism Awareness from 2004 to 2014: The Impact of National Autism Awareness Month. Journal of Autism and Developmental Disorders 2014;44(12):3271-3273. [doi: 10.1007/s10803-014-2160-4] [Medline: 24915931]
    • (2014) Journal of Autism and Developmental Disorders , vol.44 , Issue.12 , pp. 3271-3273
    • DeVilbiss, E.1    Lee, B.2
  • 113
    • 84973474318 scopus 로고    scopus 로고
    • Global search demand for varicose vein information on the internet
    • Sep; Medline: 24993972
    • El-Sheikha J. Global search demand for varicose vein information on the internet. Phlebology 2015 Sep;30(8):533-540. [doi: 10.1177/0268355514542681] [Medline: 24993972]
    • (2015) Phlebology , vol.30 , Issue.8 , pp. 533-540
    • El-Sheikha, J.1
  • 114
    • 84875183117 scopus 로고    scopus 로고
    • Skip the trip: Air travelers' behavioral responses to pandemic influenza
    • Mar; FREE Full _text doi: Medline: 23526970
    • Fenichel EP, Kuminoff NV, Chowell G. Skip the trip: air travelers' behavioral responses to pandemic influenza. PLoS One 2013 Mar;8(3):e58249 [FREE Full _text] [doi: 10.1371/journal.pone.0058249] [Medline: 23526970]
    • (2013) PLoS One , vol.8 , Issue.3 , pp. e58249
    • Fenichel, E.P.1    Kuminoff, N.V.2    Chowell, G.3
  • 115
    • 84989912361 scopus 로고    scopus 로고
    • Googling” for Cancer: An Infodemiological Assessment of Online Search Interests in Australia, Canada, New Zealand, the United Kingdom, and the United States
    • May 04; FREE Full _text doi: Medline: 28410185
    • Foroughi F, Lam AK, Lim MS, Saremi N, Ahmadvand A. “Googling” for Cancer: An Infodemiological Assessment of Online Search Interests in Australia, Canada, New Zealand, the United Kingdom, and the United States. JMIR Cancer 2016 May 04;2(1):e5 [FREE Full _text] [doi: 10.2196/cancer.5212] [Medline: 28410185]
    • (2016) JMIR Cancer , vol.2 , Issue.1 , pp. e5
    • Foroughi, F.1    Lam, A.K.2    Lim, M.S.3    Saremi, N.4    Ahmadvand, A.5
  • 116
    • 84924030791 scopus 로고    scopus 로고
    • Seasonal effects on the occurrence of nocturnal leg cramps: A prospective cohort study
    • Mar 03; FREE Full _text doi: Medline: 25623650
    • Garrison SR, Dormuth CR, Morrow RL, Carney GA, Khan KM. Seasonal effects on the occurrence of nocturnal leg cramps: a prospective cohort study. CMAJ 2015 Mar 03;187(4):248-253 [FREE Full _text] [doi: 10.1503/cmaj.140497] [Medline: 25623650]
    • (2015) CMAJ , vol.187 , Issue.4 , pp. 248-253
    • Garrison, S.R.1    Dormuth, C.R.2    Morrow, R.L.3    Carney, G.A.4    Khan, K.M.5
  • 117
    • 85032455981 scopus 로고    scopus 로고
    • Search and You Shall Find: Geographic Characteristics Associated With Google Searches During the Affordable Care Act's First Enrollment Period
    • Dec; Medline: 27457426
    • Gollust SE, Qin X, Wilcock AD, Baum LM, Barry CL, Niederdeppe J, et al. Search and You Shall Find: Geographic Characteristics Associated With Google Searches During the Affordable Care Act's First Enrollment Period. Med Care Res Rev 2017 Dec;74(6):723-735. [doi: 10.1177/1077558716660944] [Medline: 27457426]
    • (2017) Med Care Res Rev , vol.74 , Issue.6 , pp. 723-735
    • Gollust, S.E.1    Qin, X.2    Wilcock, A.D.3    Baum, L.M.4    Barry, C.L.5    Niederdeppe, J.6
  • 118
    • 84906971717 scopus 로고    scopus 로고
    • Evaluation of internet search trends of some common oral problems, 2004 to 2014
    • Harorli OT, Harorli H. Evaluation of internet search trends of some common oral problems, 2004 to 2014. Community Dental Health 2014;31(3):188-192. [doi: 10.1922/CDH_3330Harorl?05]
    • (2014) Community Dental Health , vol.31 , Issue.3 , pp. 188-192
    • Harorli, O.T.1    Harorli, H.2
  • 119
    • 84919667446 scopus 로고    scopus 로고
    • Match day: Online search trends reflect growing interest in IR training
    • Jan; Medline: 25541447
    • Harsha AK, Schmitt JE, Stavropoulos SW. Match day: online search trends reflect growing interest in IR training. J Vasc Interv Radiol 2015 Jan;26(1):95-100. [doi: 10.1016/j.jvir.2014.09.011] [Medline: 25541447]
    • (2015) J Vasc Interv Radiol , vol.26 , Issue.1 , pp. 95-100
    • Harsha, A.K.1    Schmitt, J.E.2    Stavropoulos, S.W.3
  • 120
    • 84996866536 scopus 로고    scopus 로고
    • Using Search Engine Query Data to Explore the Epidemiology of Common Gastrointestinal Symptoms
    • Dec; Medline: 27878646
    • Hassid BG, Day LW, Awad MA, Sewell JL, Osterberg EC, Breyer BN. Using Search Engine Query Data to Explore the Epidemiology of Common Gastrointestinal Symptoms. Dig Dis Sci 2017 Dec;62(3):588-592. [doi: 10.1007/s10620-016-4384-y] [Medline: 27878646]
    • (2017) Dig Dis Sci , vol.62 , Issue.3 , pp. 588-592
    • Hassid, B.G.1    Day, L.W.2    Awad, M.A.3    Sewell, J.L.4    Osterberg, E.C.5    Breyer, B.N.6
  • 121
    • 84878896139 scopus 로고    scopus 로고
    • Assessing the impact of the national smoking ban in indoor public places in China: Evidence from quit smoking related online searches
    • Jun; FREE Full _text doi: Medline: 23776504
    • Huang J, Zheng R, Emery S. Assessing the impact of the national smoking ban in indoor public places in china: evidence from quit smoking related online searches. PLoS One 2013 Jun;8(6):e65577 [FREE Full _text] [doi: 10.1371/journal.pone.0065577] [Medline: 23776504]
    • (2013) PLoS One , vol.8 , Issue.6 , pp. e65577
    • Huang, J.1    Zheng, R.2    Emery, S.3
  • 122
    • 84888137042 scopus 로고    scopus 로고
    • Seasonal trends in restless legs symptomatology: Evidence from Internet search query data
    • Dec; Medline: 24152798
    • Ingram DG, Plante DT. Seasonal trends in restless legs symptomatology: evidence from Internet search query data. Sleep Med 2013 Dec;14(12):1364-1368. [doi: 10.1016/j.sleep.2013.06.016] [Medline: 24152798]
    • (2013) Sleep Med , vol.14 , Issue.12 , pp. 1364-1368
    • Ingram, D.G.1    Plante, D.T.2
  • 123
    • 84954074591 scopus 로고    scopus 로고
    • Trends in Media Reports, Oral Bisphosphonate Prescriptions, and Hip Fractures 1996-2012: An Ecological Analysis
    • Dec; FREE Full _text doi: Medline: 26018247
    • Jha S, Wang Z, Laucis N, Bhattacharyya T. Trends in Media Reports, Oral Bisphosphonate Prescriptions, and Hip Fractures 1996-2012: An Ecological Analysis. J Bone Miner Res 2015 Dec;30(12):2179-2187 [FREE Full _text] [doi: 10.1002/jbmr.2565] [Medline: 26018247]
    • (2015) J Bone Miner Res , vol.30 , Issue.12 , pp. 2179-2187
    • Jha, S.1    Wang, Z.2    Laucis, N.3    Bhattacharyya, T.4
  • 124
    • 84977621245 scopus 로고    scopus 로고
    • Google Search Queries About Neurosurgical Topics: Are They a Suitable Guide for Neurosurgeons?
    • Jun; Medline: 26898496
    • Lawson MAC, Lawson MA, Kalff R, Walter J. Google Search Queries About Neurosurgical Topics: Are They a Suitable Guide for Neurosurgeons? World Neurosurg 2016 Jun;90:179-185. [doi: 10.1016/j.wneu.2016.02.045] [Medline: 26898496]
    • (2016) World Neurosurg , vol.90 , pp. 179-185
    • Lawson, M.A.C.1    Lawson, M.A.2    Kalff, R.3    Walter, J.4
  • 125
    • 77953314501 scopus 로고    scopus 로고
    • Frequency and seasonal variation of ophthalmology-related internet searches
    • Jun; Medline: 20436544
    • Leffler CT, Davenport B, Chan D. Frequency and seasonal variation of ophthalmology-related internet searches. Can J Ophthalmol 2010 Jun;45(3):274-279. [doi: 10.3129/i10-022] [Medline: 20436544]
    • (2010) Can J Ophthalmol , vol.45 , Issue.3 , pp. 274-279
    • Leffler, C.T.1    Davenport, B.2    Chan, D.3
  • 126
    • 85029560112 scopus 로고    scopus 로고
    • Disease Monitoring and Health Campaign Evaluation Using Google Search Activities for HIV and AIDS, Stroke, Colorectal Cancer, and Marijuana Use in Canada: A Retrospective Observational Study
    • Oct 12; FREE Full _text doi: Medline: 27733330
    • Ling R, Lee J. Disease Monitoring and Health Campaign Evaluation Using Google Search Activities for HIV and AIDS, Stroke, Colorectal Cancer, and Marijuana Use in Canada: A Retrospective Observational Study. JMIR Public Health Surveill 2016 Oct 12;2(2):e156 [FREE Full _text] [doi: 10.2196/publichealth.6504] [Medline: 27733330]
    • (2016) JMIR Public Health Surveill , vol.2 , Issue.2 , pp. e156
    • Ling, R.1    Lee, J.2
  • 127
    • 84978036344 scopus 로고    scopus 로고
    • Seasonality of Ankle Swelling: Population Symptom Reporting Using Google Trends
    • Dec; FREE Full _text doi: Medline: 27401424
    • Liu F, Allan GM, Korownyk C, Kolber M, Flook N, Sternberg H, et al. Seasonality of Ankle Swelling: Population Symptom Reporting Using Google Trends. Ann Fam Med 2016 Dec;14(4):356-358 [FREE Full _text] [doi: 10.1370/afm.1953] [Medline: 27401424]
    • (2016) Ann Fam Med , vol.14 , Issue.4 , pp. 356-358
    • Liu, F.1    Allan, G.M.2    Korownyk, C.3    Kolber, M.4    Flook, N.5    Sternberg, H.6
  • 128
    • 84971283624 scopus 로고    scopus 로고
    • Content and quality of websites supporting self-management of chronic breathlessness in advanced illness: A systematic review
    • Dec 26; FREE Full _text doi: Medline: 27225898
    • Luckett T, Disler R, Hosie A, Johnson M, Davidson P, Currow D, et al. Content and quality of websites supporting self-management of chronic breathlessness in advanced illness: a systematic review. NPJ Prim Care Respir Med 2016 Dec 26;26:16025 [FREE Full _text] [doi: 10.1038/npjpcrm.2016.25] [Medline: 27225898]
    • (2016) NPJ Prim Care Respir Med , vol.26 , pp. 16025
    • Luckett, T.1    Disler, R.2    Hosie, A.3    Johnson, M.4    Davidson, P.5    Currow, D.6
  • 129
    • 84989912096 scopus 로고    scopus 로고
    • Utilizing Nontraditional Data Sources for Near Real-Time Estimation of Transmission Dynamics During the 2015-2016 Colombian Zika Virus Disease Outbreak
    • Jun 01; FREE Full _text doi: Medline: 27251981
    • Majumder MS, Santillana M, Mekaru SR, McGinnis DP, Khan K, Brownstein JS. Utilizing Nontraditional Data Sources for Near Real-Time Estimation of Transmission Dynamics During the 2015-2016 Colombian Zika Virus Disease Outbreak. JMIR Public Health Surveill 2016 Jun 01;2(1):e30 [FREE Full _text] [doi: 10.2196/publichealth.5814] [Medline: 27251981]
    • (2016) JMIR Public Health Surveill , vol.2 , Issue.1 , pp. e30
    • Majumder, M.S.1    Santillana, M.2    Mekaru, S.R.3    McGinnis, D.P.4    Khan, K.5    Brownstein, J.S.6
  • 130
    • 84901013964 scopus 로고    scopus 로고
    • The frequency and distribution of canine leishmaniosis diagnosed by veterinary practitioners in Europe
    • Jun; Medline: 24767097
    • Mattin MJ, Solano-Gallego L, Dhollander S, Afonso A, Brodbelt DC. The frequency and distribution of canine leishmaniosis diagnosed by veterinary practitioners in Europe. Vet J 2014 Jun;200(3):410-419. [doi: 10.1016/j.tvjl.2014.03.033] [Medline: 24767097]
    • (2014) Vet J , vol.200 , Issue.3 , pp. 410-419
    • Mattin, M.J.1    Solano-Gallego, L.2    Dhollander, S.3    Afonso, A.4    Brodbelt, D.C.5
  • 131
    • 84977575757 scopus 로고    scopus 로고
    • Psychogenic non-epileptic seizures (PNES) on the Internet: Online representation of the disorder and frequency of search terms
    • Aug 01; FREE Full _text
    • Myers L, Jones J, Boesten N, Lancman M. Psychogenic non-epileptic seizures (PNES) on the Internet: Online representation of the disorder and frequency of search terms. Seizure 2016 Aug 01;40:114-122 [FREE Full _text]
    • (2016) Seizure , vol.40 , pp. 114-122
    • Myers, L.1    Jones, J.2    Boesten, N.3    Lancman, M.4
  • 132
    • 85011333549 scopus 로고    scopus 로고
    • Forecasting state-level premature deaths from alcohol, drugs, and suicides using Google Trends data
    • Dec 15; Medline: 28171770
    • Parker J, Cuthbertson C, Loveridge S, Skidmore M, Dyar W. Forecasting state-level premature deaths from alcohol, drugs, and suicides using Google Trends data. J Affect Disord 2017 Dec 15;213:9-15. [doi: 10.1016/j.jad.2016.10.038] [Medline: 28171770]
    • (2017) J Affect Disord , vol.213 , pp. 9-15
    • Parker, J.1    Cuthbertson, C.2    Loveridge, S.3    Skidmore, M.4    Dyar, W.5
  • 133
    • 85015994693 scopus 로고    scopus 로고
    • Googling in anatomy education: Can google trends inform educators of national online search patterns of anatomical syllabi?
    • Mar; Medline: 27547967
    • Phelan N, Davy S, O'Keeffe GW, Barry DS. Googling in anatomy education: Can google trends inform educators of national online search patterns of anatomical syllabi? Anat Sci Educ 2017 Mar;10(2):152-159. [doi: 10.1002/ase.1641] [Medline: 27547967]
    • (2017) Anat Sci Educ , vol.10 , Issue.2 , pp. 152-159
    • Phelan, N.1    Davy, S.2    O'Keeffe, G.W.3    Barry, D.S.4
  • 134
    • 84940440468 scopus 로고    scopus 로고
    • Seasonal trends in tinnitus symptomatology: Evidence from Internet search engine query data
    • Oct; Medline: 25234771
    • Plante DT, Ingram DG. Seasonal trends in tinnitus symptomatology: evidence from Internet search engine query data. Eur Arch Otorhinolaryngol 2015 Oct;272(10):2807-2813. [doi: 10.1007/s00405-014-3287-9] [Medline: 25234771]
    • (2015) Eur Arch Otorhinolaryngol , vol.272 , Issue.10 , pp. 2807-2813
    • Plante, D.T.1    Ingram, D.G.2
  • 135
    • 85006802603 scopus 로고    scopus 로고
    • Disease surveillance based on Internet-based linear models: An Australian case study of previously unmodeled infection diseases
    • Dec 20; FREE Full text doi: Medline: 27994231
    • Rohart F, Milinovich GJ, Avril SMR, Lê Cao KA, Tong S, Hu W. Disease surveillance based on Internet-based linear models: an Australian case study of previously unmodeled infection diseases. Sci Rep 2016 Dec 20;6:38522 [FREE Full text] [doi: 10.1038/srep38522] [Medline: 27994231]
    • (2016) Sci Rep , vol.6 , pp. 38522
    • Rohart, F.1    Milinovich, G.J.2    Avril, S.M.R.3    Lê Cao, K.A.4    Tong, S.5    Hu, W.6
  • 136
    • 84995611289 scopus 로고    scopus 로고
    • The Impact of Heterogeneity and Awareness in Modeling Epidemic Spreading on Multiplex Networks
    • Dec 16; FREE Full _text doi: Medline: 27848978
    • Scatà M, Di Stefano A, Liò P, La Corte A. The Impact of Heterogeneity and Awareness in Modeling Epidemic Spreading on Multiplex Networks. Sci Rep 2016 Dec 16;6:37105 [FREE Full _text] [doi: 10.1038/srep37105] [Medline: 27848978]
    • (2016) Sci Rep , vol.6 , pp. 37105
    • Scatà, M.1    Di Stefano, A.2    Liò, P.3    La Corte, A.4
  • 137
    • 84986328032 scopus 로고    scopus 로고
    • High correlation of Middle East respiratory syndrome spread with Google search and Twitter trends in Korea
    • Sep 06; FREE Full _text doi: Medline: 27595921
    • Shin S, Seo D, An J, Kwak H, Kim S, Gwack J, et al. High correlation of Middle East respiratory syndrome spread with Google search and Twitter trends in Korea. Sci Rep 2016 Sep 06;6:32920 [FREE Full _text] [doi: 10.1038/srep32920] [Medline: 27595921]
    • (2016) Sci Rep , vol.6 , pp. 32920
    • Shin, S.1    Seo, D.2    An, J.3    Kwak, H.4    Kim, S.5    Gwack, J.6
  • 138
    • 84959886291 scopus 로고    scopus 로고
    • Seasons, Searches, and Intentions: What The Internet Can Tell Us About The Bed Bug (Hemiptera: Cimicidae) Epidemic
    • Jan; Medline: 26474879
    • Sentana-Lledo D, Barbu CM, Ngo MN, Wu Y, Sethuraman K, Levy MZ. Seasons, Searches, and Intentions: What The Internet Can Tell Us About The Bed Bug (Hemiptera: Cimicidae) Epidemic. J Med Entomol 2016 Jan;53(1):116-121. [doi: 10.1093/jme/tjv158] [Medline: 26474879]
    • (2016) J Med Entomol , vol.53 , Issue.1 , pp. 116-121
    • Sentana-Lledo, D.1    Barbu, C.M.2    Ngo, M.N.3    Wu, Y.4    Sethuraman, K.5    Levy, M.Z.6
  • 139
    • 84878754754 scopus 로고    scopus 로고
    • Japanese Interest in "Hotaru" (Fireflies) and "Kabuto-Mushi" (Japanese Rhinoceros Beetles) Corresponds with Seasonality in Visible Abundance
    • Apr 10; FREE Full _text doi: Medline: 26466535
    • Takada K. Japanese Interest in "Hotaru" (Fireflies) and "Kabuto-Mushi" (Japanese Rhinoceros Beetles) Corresponds with Seasonality in Visible Abundance. Insects 2012 Apr 10;3(2):424-431 [FREE Full _text] [doi: 10.3390/insects3020424] [Medline: 26466535]
    • (2012) Insects , vol.3 , Issue.2 , pp. 424-431
    • Takada, K.1
  • 140
    • 84938750105 scopus 로고    scopus 로고
    • Let me Google that for you: A time series analysis of seasonality in internet search trends for terms related to foot and ankle pain
    • Jul; FREE Full _text doi: Medline: 26146521
    • Telfer S, Woodburn J. Let me Google that for you: a time series analysis of seasonality in internet search trends for terms related to foot and ankle pain. J Foot Ankle Res 2015 Jul;8:27 [FREE Full _text] [doi: 10.1186/s13047-015-0074-9] [Medline: 26146521]
    • (2015) J Foot Ankle Res , vol.8 , pp. 27
    • Telfer, S.1    Woodburn, J.2
  • 141
    • 84959187271 scopus 로고    scopus 로고
    • Effect of Tobacco Control Policies on Information Seeking for Smoking Cessation in the Netherlands: A Google Trends Study
    • Feb; FREE Full _text doi: Medline: 26849567
    • Troelstra SA, Bosdriesz JR, de Boer MR, Kunst AE. Effect of Tobacco Control Policies on Information Seeking for Smoking Cessation in the Netherlands: A Google Trends Study. PLoS One 2016 Feb;11(2):e0148489 [FREE Full _text] [doi: 10.1371/journal.pone.0148489] [Medline: 26849567]
    • (2016) PLoS One , vol.11 , Issue.2 , pp. e0148489
    • Troelstra, S.A.1    Bosdriesz, J.R.2    De Boer, M.R.3    Kunst, A.E.4
  • 142
    • 84957967724 scopus 로고    scopus 로고
    • Seasonal and Geographic Patterns in Tanning Using Real-Time Data From Google Trends
    • Feb; Medline: 26719968
    • Toosi B, Kalia S. Seasonal and Geographic Patterns in Tanning Using Real-Time Data From Google Trends. JAMA Dermatol 2016 Feb;152(2):215-217. [doi: 10.1001/jamadermatol.2015.3008] [Medline: 26719968]
    • (2016) JAMA Dermatol , vol.152 , Issue.2 , pp. 215-217
    • Toosi, B.1    Kalia, S.2
  • 143
    • 85032277497 scopus 로고    scopus 로고
    • Measles, social media and surveillance in Baltimore City
    • Sep 01; Medline: 27521926
    • Warren KE, Wen LS. Measles, social media and surveillance in Baltimore City. J Public Health (Oxf) 2017 Sep 01;39(3):e73-e78. [doi: 10.1093/pubmed/fdw076] [Medline: 27521926]
    • (2017) J Public Health (Oxf) , vol.39 , Issue.3 , pp. e73-e78
    • Warren, K.E.1    Wen, L.S.2
  • 144
    • 84947998511 scopus 로고    scopus 로고
    • Accurate estimation of influenza epidemics using Google search data via ARGO
    • FREE Full _text doi: Medline: 26553980
    • Yang S, Santillana M, Kou SC. Accurate estimation of influenza epidemics using Google search data via ARGO. PNAS 2015;112(47):14473 [FREE Full _text] [doi: 10.1073/pnas.1515373112] [Medline: 26553980]
    • (2015) PNAS , vol.112 , Issue.47 , pp. 14473
    • Yang, S.1    Santillana, M.2    Kou, S.C.3
  • 145
    • 84920935797 scopus 로고    scopus 로고
    • On the seasonality of dermatoses: A retrospective analysis of search engine query data depending on the season
    • Sep 14; Medline: 25234631
    • Köhler MJ, Springer S, Kaatz M. [On the seasonality of dermatoses: a retrospective analysis of search engine query data depending on the season]. Hautarzt 2014 Sep 14;65(9):814-822. [doi: 10.1007/s00105-014-2848-6] [Medline: 25234631]
    • (2014) Hautarzt , vol.65 , Issue.9 , pp. 814-822
    • Köhler, M.J.1    Springer, S.2    Kaatz, M.3
  • 146
    • 84937406252 scopus 로고    scopus 로고
    • Uso de la herramienta Google Trends para estimar la incidencia de enfermedades tipo influenza en Argentina
    • Apr
    • Orellano PW, Reynoso JI, Antman J, Argibay O. Uso de la herramienta Google Trends para estimar la incidencia de enfermedades tipo influenza en Argentina. Cad. Saúde Pública 2015 Apr;31(4):691-700. [doi: 10.1590/0102-311X00072814]
    • (2015) Cad. Saúde Pública , vol.31 , Issue.4 , pp. 691-700
    • Orellano, P.W.1    Reynoso, J.I.2    Antman, J.3    Argibay, O.4
  • 147
    • 85014861314 scopus 로고    scopus 로고
    • Estacionalidad de la cefalea en el hemisferio norte y el hemisferio sur: Una aproximación utilizando Google Trends
    • Jul
    • Cjuno J, Taype-Rondan A. Estacionalidad de la cefalea en el hemisferio norte y el hemisferio sur: una aproximación utilizando Google Trends. Rev. méd. Chile 2016 Jul;144(7):947-947. [doi: 10.4067/S0034-98872016000700019]
    • (2016) Rev. Méd. Chile , vol.144 , Issue.7 , pp. 947
    • Cjuno, J.1    Taype-Rondan, A.2


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