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

Aykut A Unsal, Pariket M. Dubal, Julia A. Pfaff, Mark E. Friedel, Jean Anderson Eloy, Stilianos E Kountakis

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

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 (rNewYork = −0.82; rPhiladelphia = −0.74; rChicago = −0.65; rAtlanta = −0.49, rLosAngeles = −0.3). This was followed closely by relative humidity (rNewYork = −0.63; rPhiladelphia = −0.57; rLosAngeles = −0.44; rAtlanta = −0.42; rHouston = −0.40) and average temperature (rNewYork = −0.8; rPhiladelphia = −0.72; rChicago = −0.62; rAtlanta = −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 (rbarometric = 0.31), Philadelphia (rbarometric = 0.30) and New York (rbarometric = 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.

Original languageEnglish (US)
Pages (from-to)358-363
Number of pages6
JournalAmerican Journal of Otolaryngology - Head and Neck Medicine and Surgery
Volume40
Issue number3
DOIs
StatePublished - May 1 2019

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Epistaxis
Climate
Internet
Information Centers
Temperature
Los Angeles
Weather
Humidity
Epidemiologic Studies
Pressure

Keywords

  • Barometric pressure
  • Dew point
  • Dew point temperature
  • Epistaxis
  • Google
  • Google Trends
  • Humidity
  • Nosebleed
  • Temperature
  • Weather

ASJC Scopus subject areas

  • Otorhinolaryngology

Cite this

Doctor Google : Correlating internet search trends for epistaxis with metropolitan climates. / Unsal, Aykut A; Dubal, Pariket M.; Pfaff, Julia A.; Friedel, Mark E.; Eloy, Jean Anderson; Kountakis, Stilianos E.

In: American Journal of Otolaryngology - Head and Neck Medicine and Surgery, Vol. 40, No. 3, 01.05.2019, p. 358-363.

Research output: Contribution to journalArticle

Unsal, Aykut A ; Dubal, Pariket M. ; Pfaff, Julia A. ; Friedel, Mark E. ; Eloy, Jean Anderson ; Kountakis, Stilianos E. / Doctor Google : Correlating internet search trends for epistaxis with metropolitan climates. In: American Journal of Otolaryngology - Head and Neck Medicine and Surgery. 2019 ; Vol. 40, No. 3. pp. 358-363.
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abstract = "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 (rNewYork = −0.82; rPhiladelphia = −0.74; rChicago = −0.65; rAtlanta = −0.49, rLosAngeles = −0.3). This was followed closely by relative humidity (rNewYork = −0.63; rPhiladelphia = −0.57; rLosAngeles = −0.44; rAtlanta = −0.42; rHouston = −0.40) and average temperature (rNewYork = −0.8; rPhiladelphia = −0.72; rChicago = −0.62; rAtlanta = −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 (rbarometric = 0.31), Philadelphia (rbarometric = 0.30) and New York (rbarometric = 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.",
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AU - Eloy, Jean Anderson

AU - Kountakis, Stilianos E

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AB - 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 (rNewYork = −0.82; rPhiladelphia = −0.74; rChicago = −0.65; rAtlanta = −0.49, rLosAngeles = −0.3). This was followed closely by relative humidity (rNewYork = −0.63; rPhiladelphia = −0.57; rLosAngeles = −0.44; rAtlanta = −0.42; rHouston = −0.40) and average temperature (rNewYork = −0.8; rPhiladelphia = −0.72; rChicago = −0.62; rAtlanta = −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 (rbarometric = 0.31), Philadelphia (rbarometric = 0.30) and New York (rbarometric = 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.

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