Doctor Google: Correlating internet search trends for epistaxis with metropolitan climates

被引:8
|
作者
Unsal, Aykut A. [1 ,2 ]
Dubal, Pariket M. [3 ]
Pfaff, Julia A. [4 ]
Friedel, Mark E. [5 ]
Eloy, Jean Anderson [6 ]
Kountakis, Stilianos E. [1 ,2 ]
机构
[1] Augusta Univ, Med Coll Georgia, Dept Otolaryngol Head & Neck Surg, Augusta, GA 30912 USA
[2] Augusta Univ, Med Coll Georgia, Ctr Skull Base Surg, Augusta, GA 30912 USA
[3] Thomas Jefferson Univ, Sidney Kimmel Med Coll, Dept Anesthesia, Philadelphia, PA 19107 USA
[4] Philadelphia Coll Osteopath Med, Dept Otolaryngol & Facial Plast Surg, Philadelphia, PA USA
[5] Rowan Sch Osteopath Med, Dept Otolaryngol & Facial Plast Surg, Stratford, NJ USA
[6] Rutgers New Jersey Med Sch, Dept Otolaryngol Head & Neck Surg, Newark, NJ USA
关键词
Epistaxis; Nosebleed; Google Trends; Temperature; Humidity; Barometric pressure; Dew point; Dew point temperature; Google; Weather; TEMPERATURE; EPIDEMIOLOGY; INFORMATION;
D O I
10.1016/j.amjoto.2019.02.001
中图分类号
R76 [耳鼻咽喉科学];
学科分类号
100213 ;
摘要
Objective: Variation in weather patterns is often cited as a risk factor for epistaxis although robust studies investigating specific climate factors are lacking. As society is increasingly utilizing the Internet to learn more about their medical conditions, we explore whether Internet search activity related to epistaxis is influenced by fluctuations in climate. Methods: Internet search activity for epistaxis-related search terms during 2012-2017 were extracted from Google Trends and localized to six highly populated cities in the US: New York, New York; Los Angeles, California; Chicago, Illinois; Houston, Texas; Philadelphia, Pennsylvania; and Atlanta, Georgia. Data were compared to local average monthly climate data from the National Centers for Environmental Information for the same time period. Results: Spearmen correlations (r) were statistically strongest for dew point temperature (r(NewYork) = -0.82; r(Philadelphia) = -0.74; r(Chicago) = -0.65; r(Atlanta) = -0.49, r(LosAngeles) = -0.3). This was followed closely by relative humidity (r(NewYork) = -0.63; r(Philadelphia) = -0.57; r(LosAngeles) = -0.44; r(Atlanta) = -0.42; r(Houston) = -0.40) and average temperature (r(Newyork) = -0.8; r(Philadelphia) = -0.72; r(Chicago) = -0.62; r(Atlanta) = -0.45). Overall, correlations were most significant and predictable for cities with the greatest seasonal climate shifts (New York, Philadelphia, and Chicago). The weakest environmental factor was barometric pressure, which was found to be moderately positive in Atlanta (r(barometric) = 0.31), Philadelphia (r(barometric)= 0.30) and New York (r(barometric)= 0.27). Conclusions: Google Trends data for epistaxis-related search activity responds closely to climate patterns in most cities studied, thus underscoring the potential utility of Internet search activity data as a resource for epidemiologic study and for the identification of at risk populations.
引用
收藏
页码:358 / 363
页数:6
相关论文
共 50 条
  • [1] Correlating regional emergency epistaxis visits with internet search activity
    Griffith, Shane
    Archbold, Robert
    Schell, Stephen
    AMERICAN JOURNAL OF OTOLARYNGOLOGY, 2018, 39 (06) : 685 - 687
  • [2] Public Interest in Acne on the Internet: Comparison of Search Information From Google Trends and Naver
    Park, Tae Heum
    Kim, Woo Il
    Park, Suyeon
    Ahn, Jaeouk
    Cho, Moon Kyun
    Kim, Sooyoung
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (10)
  • [3] What People Search for When Browsing "Doctor Google." An Analysis of Search Trends in Italy after the Law on Pain
    Miceli, Luca
    Bednarova, Rym
    Bednarova, Iliana
    Rizzardo, Alessandro
    Cobianchi, Lorenzo
    Dal Mas, Francesca
    Biancuzzi, Helena
    Bove, Tiziana
    Dal Moro, Fabrizio
    Zattoni, Fabio
    JOURNAL OF PAIN & PALLIATIVE CARE PHARMACOTHERAPY, 2021, 35 (01) : 23 - 30
  • [4] Association of the COVID-19 pandemic with Internet Search Volumes: A Google Trends™ Analysis
    Effenberger, Maria
    Kronbichler, Andreas
    Shin, Jae Il
    Mayer, Gert
    Tilg, Herbert
    Perco, Paul
    INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2020, 95 : 192 - 197
  • [5] Correlations in Trends of Sinusitis-Related Online Google Search Queries in the United States
    Sharma, Dhruv
    Sandelski, Morgan M.
    Ting, Jonathan
    Higgins, Thomas S.
    AMERICAN JOURNAL OF RHINOLOGY & ALLERGY, 2020, 34 (04) : 482 - 486
  • [6] Seasonal trends in hypertension in Poland: evidence from Google search engine query data
    Platek, Anna E.
    Sierdzinski, Janusz
    Krzowski, Bartosz
    Szymanski, Filip M.
    KARDIOLOGIA POLSKA, 2018, 76 (03) : 637 - 641
  • [7] Doctor Google: Use of Internet during pregnancy in France in 2009
    Leune, A. -S.
    Nizard, J.
    JOURNAL DE GYNECOLOGIE OBSTETRIQUE ET BIOLOGIE DE LA REPRODUCTION, 2012, 41 (03): : 243 - 254
  • [8] Let me Google that for you: a time series analysis of seasonality in internet search trends for terms related to foot and ankle pain
    Telfer, Scott
    Woodburn, James
    JOURNAL OF FOOT AND ANKLE RESEARCH, 2015, 8
  • [9] Correlating Refugee Border Crossings with Internet Search Data
    Kostakos, Panos
    Pandya, Abhinay
    Oussalah, Mourad
    Hosio, Simo
    Sattari, Arash
    Kostakos, Vassilis
    van Berkel, Niels
    Breidbach, Christoph
    Kyriakouli, Olga
    2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2018, : 264 - 268
  • [10] Economic Recession and Obesity-Related Internet Search Behavior in Taiwan: Analysis of Google Trends Data
    Wang, Ho-Wei
    Chen, Duan-Rung
    JMIR PUBLIC HEALTH AND SURVEILLANCE, 2018, 4 (02): : 48 - 58