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

被引:9
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
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