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Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey

Yıl 2020, Cilt: 30 Sayı: 3, 92 - 98, 20.09.2020

Öz

Objectives: This study aims to assess the change in internet searches terms related to smell and taste disorders STDs during the novel coronavirus-2019 COVID-19 outbreak and to investigate the relationship between the changes and the daily number of COVID-19 cases and deaths reported in Turkey. Patients and Methods: Between March 1st, 2019 and April 30th, 2020, the average number of internet searches of the most common 10 key terms related to STDs during the COVID-19 outbreak was compared to the average number of internet searches of those terms in previous months in Turkey. The daily average number of most common 10 key terms based on Google AdWords GA and the relative search volume RSV of most searched two terms “inability to smell” and “inability to taste” related to STDs based on Google trends GT were compared with the change in the daily number of COVID-19 cases and deaths in Turkey. Results: The average number of internet searches of 10 key terms between March and April 2020 increased approximately six times from both the average number of the same terms in the previous 10 months and between March and April 2019 months period p<0.001 . We identified a strong correlation between the daily numerical changes of key terms and the increase in the number of daily COVID-19 cases and deaths r=0.810 and r=0.783, respectively; p<0.001 . There was a strong correlation between the RSV surges of two terms “inability to smell” and “inability to taste” and the increase in the daily number of cases and deaths during the outbreak in Turkey p<0.001 . Conclusion: The COVID-19 in Turkey led to an increase in internet searches terms related to STDs. This increase was strongly correlated with the increase in COVID-19 cases and deaths in Turkey.

Kaynakça

  • Li Q, Guan X, Wu P, Wang X, Zhou L, Tong Y, et al. Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus-Infected Pneumonia. N Engl J Med 2020;382:1199-207.
  • Aygun N, Iscan Y, Ozdemir M, Soylu S, Aydin OU, Sormaz IC, et al. Endocrine Surgery during the COVID-19 Pandemic: Recommendations from the Turkish Association of Endocrine Surgery. Sisli Etfal Hastan Tip Bul 2020;54:117-31.
  • Tong JY, Wong A, Zhu D, Fastenberg JH, Tham T. The Prevalence of Olfactory and Gustatory Dysfunction in COVID-19 Patients: A Systematic Review and Meta- analysis. Otolaryngol Head Neck Surg 2020;163:3-11.
  • Mao L, Jin H, Wang M, Hu Y, Chen S, He Q, et al. Neurologic Manifestations of Hospitalized Patients With Coronavirus Disease 2019 in Wuhan, China. JAMA Neurol 2020;77:683-90.
  • Sakalli E, Temirbekov D, Bayri E, Alis EE, Erdurak SC, Bayraktaroglu M. Ear nose throat-related symptoms with a focus on loss of smell and/or taste in COVID-19 patients. Am J Otolaryngol 2020;41:102622.
  • Moein ST, Hashemian SM, Mansourafshar B, Khorram- Tousi A, Tabarsi P, Doty RL. Smell dysfunction: a biomarker for COVID-19. Int Forum Allergy Rhinol 2020;10:944-50.
  • Giacomelli A, Pezzati L, Conti F, Bernacchia D, Siano M, Oreni L, et al. Self-reported Olfactory and Taste Disorders in Patients With Severe Acute Respiratory Coronavirus 2 Infection: A Cross-sectional Study. Clin Infect Dis 2020;71:889-90.
  • Welge-Lüssen A. Re-establishment of olfactory and taste functions. GMS Curr Top Otorhinolaryngol Head Neck Surg 2005;4:Doc06.
  • Zink A, Schuster B, Rüth M, Pereira MP, Philipp- Dormston WG, Biedermann T, et al. Medical needs and major complaints related to pruritus in Germany: a 4-year retrospective analysis using Google AdWords Keyword Planner. J Eur Acad Dermatol Venereol 2019;33:151-6.
  • Bousquet J, Agache I, Anto JM, Bergmann KC, Bachert C, Annesi-Maesano I, et al. Google Trends terms reporting rhinitis and related topics differ in European countries. Allergy 2017;72:1261-6.
  • Ministry of Health (Turkey). Available at: https:// covid19.saglik.gov.tr. [Accessed: April 30, 2020]
  • American Academy of Otolaryngology- Head and Neck Surgery. Anosmia, hyposmia, and dysgeusia symptoms of coronavirus disease. Available at: https://www. entnet.org/content/aao-hns-anosmia-hyposmia-and- dysgeusia-symptoms-coronavirus-disease. Published March 22,2020. [Accessed: April 5, 2020].
  • Hopkins C. Loss of sense of smell as marker of COVID- 19 infection. Available at: https://www.entuk.org/ categories/covid-19. [Accessed: April 5, 2020].
  • Nordin S, Brämerson A. Complaints of olfactory disorders: epidemiology, assessment and clinical implications. Curr Opin Allergy Clin Immunol 2008;8:10-5.
  • Suzuki M, Saito K, Min WP, Vladau C, Toida K, Itoh H, et al. Identification of viruses in patients with postviral olfactory dysfunction. Laryngoscope 2007;117:272-7.
  • Seiden AM. Postviral olfactory loss. Otolaryngol Clin North Am 2004;37:1159-66.
  • Duncan H. Postviral olfactory loss. In: Seiden AM, editor. Taste and smell disorders. New York: Thieme; 1997. p. 172-8.
  • Lechien JR, Chiesa-Estomba CM, De Siati DR, Horoi M, Le Bon SD, Rodriguez A, et al. Olfactory and gustatory dysfunctions as a clinical presentation of mild-to-moderate forms of the coronavirus disease (COVID-19): a multicenter European study. Eur Arch Otorhinolaryngol 2020;277:2251-61.
  • Yan CH, Faraji F, Prajapati DP, Boone CE, DeConde AS. Association of chemosensory dysfunction and COVID-19 in patients presenting with influenza-like symptoms. Int Forum Allergy Rhinol 2020;10:806-13.
  • Bagheri SH, Asghari A, Farhadi M, Shamshiri AR, Kabir A, Kamrava SK, et al. Coincidence of COVID- 19 epidemic and olfactory dysfunction outbreak. medRxiv 2020.
  • Ling R, Lee j. Monotoring and health campaign evaluation using google search activities for Hiv and Aids, strike, colorectal cancer, and marijuana use in Canada: a retrospective observational study. JMIR Public Health Surveill 2016;2:216.
  • Ginsberg J, Mohebbi MH, Patel RS, Brammer L, Smolinski MS, Brilliant L. Detecting influenza epidemics using search engine query data. Nature 2009;457:1012-4.
  • Walker A, Hopkins C, Surda P. Use of Google Trends to investigate loss-of-smell-related searches during the COVID-19 outbreak. Int Forum Allergy Rhinol 2020;10:839-47.
  • Konstantinidis I, Haehner A, Frasnelli J, Reden J, Quante G, Damm M, et al. Post-infectious olfactory dysfunction exhibits a seasonal pattern. Rhinology 2006;44:135-9.
  • Lotsch J, Hummel T. A data science-based analysis of seasonal patterns in outpatient presentations due to olfactory dysfunction. Rhinology 2020;58:151-7.
Yıl 2020, Cilt: 30 Sayı: 3, 92 - 98, 20.09.2020

Öz

Kaynakça

  • Li Q, Guan X, Wu P, Wang X, Zhou L, Tong Y, et al. Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus-Infected Pneumonia. N Engl J Med 2020;382:1199-207.
  • Aygun N, Iscan Y, Ozdemir M, Soylu S, Aydin OU, Sormaz IC, et al. Endocrine Surgery during the COVID-19 Pandemic: Recommendations from the Turkish Association of Endocrine Surgery. Sisli Etfal Hastan Tip Bul 2020;54:117-31.
  • Tong JY, Wong A, Zhu D, Fastenberg JH, Tham T. The Prevalence of Olfactory and Gustatory Dysfunction in COVID-19 Patients: A Systematic Review and Meta- analysis. Otolaryngol Head Neck Surg 2020;163:3-11.
  • Mao L, Jin H, Wang M, Hu Y, Chen S, He Q, et al. Neurologic Manifestations of Hospitalized Patients With Coronavirus Disease 2019 in Wuhan, China. JAMA Neurol 2020;77:683-90.
  • Sakalli E, Temirbekov D, Bayri E, Alis EE, Erdurak SC, Bayraktaroglu M. Ear nose throat-related symptoms with a focus on loss of smell and/or taste in COVID-19 patients. Am J Otolaryngol 2020;41:102622.
  • Moein ST, Hashemian SM, Mansourafshar B, Khorram- Tousi A, Tabarsi P, Doty RL. Smell dysfunction: a biomarker for COVID-19. Int Forum Allergy Rhinol 2020;10:944-50.
  • Giacomelli A, Pezzati L, Conti F, Bernacchia D, Siano M, Oreni L, et al. Self-reported Olfactory and Taste Disorders in Patients With Severe Acute Respiratory Coronavirus 2 Infection: A Cross-sectional Study. Clin Infect Dis 2020;71:889-90.
  • Welge-Lüssen A. Re-establishment of olfactory and taste functions. GMS Curr Top Otorhinolaryngol Head Neck Surg 2005;4:Doc06.
  • Zink A, Schuster B, Rüth M, Pereira MP, Philipp- Dormston WG, Biedermann T, et al. Medical needs and major complaints related to pruritus in Germany: a 4-year retrospective analysis using Google AdWords Keyword Planner. J Eur Acad Dermatol Venereol 2019;33:151-6.
  • Bousquet J, Agache I, Anto JM, Bergmann KC, Bachert C, Annesi-Maesano I, et al. Google Trends terms reporting rhinitis and related topics differ in European countries. Allergy 2017;72:1261-6.
  • Ministry of Health (Turkey). Available at: https:// covid19.saglik.gov.tr. [Accessed: April 30, 2020]
  • American Academy of Otolaryngology- Head and Neck Surgery. Anosmia, hyposmia, and dysgeusia symptoms of coronavirus disease. Available at: https://www. entnet.org/content/aao-hns-anosmia-hyposmia-and- dysgeusia-symptoms-coronavirus-disease. Published March 22,2020. [Accessed: April 5, 2020].
  • Hopkins C. Loss of sense of smell as marker of COVID- 19 infection. Available at: https://www.entuk.org/ categories/covid-19. [Accessed: April 5, 2020].
  • Nordin S, Brämerson A. Complaints of olfactory disorders: epidemiology, assessment and clinical implications. Curr Opin Allergy Clin Immunol 2008;8:10-5.
  • Suzuki M, Saito K, Min WP, Vladau C, Toida K, Itoh H, et al. Identification of viruses in patients with postviral olfactory dysfunction. Laryngoscope 2007;117:272-7.
  • Seiden AM. Postviral olfactory loss. Otolaryngol Clin North Am 2004;37:1159-66.
  • Duncan H. Postviral olfactory loss. In: Seiden AM, editor. Taste and smell disorders. New York: Thieme; 1997. p. 172-8.
  • Lechien JR, Chiesa-Estomba CM, De Siati DR, Horoi M, Le Bon SD, Rodriguez A, et al. Olfactory and gustatory dysfunctions as a clinical presentation of mild-to-moderate forms of the coronavirus disease (COVID-19): a multicenter European study. Eur Arch Otorhinolaryngol 2020;277:2251-61.
  • Yan CH, Faraji F, Prajapati DP, Boone CE, DeConde AS. Association of chemosensory dysfunction and COVID-19 in patients presenting with influenza-like symptoms. Int Forum Allergy Rhinol 2020;10:806-13.
  • Bagheri SH, Asghari A, Farhadi M, Shamshiri AR, Kabir A, Kamrava SK, et al. Coincidence of COVID- 19 epidemic and olfactory dysfunction outbreak. medRxiv 2020.
  • Ling R, Lee j. Monotoring and health campaign evaluation using google search activities for Hiv and Aids, strike, colorectal cancer, and marijuana use in Canada: a retrospective observational study. JMIR Public Health Surveill 2016;2:216.
  • Ginsberg J, Mohebbi MH, Patel RS, Brammer L, Smolinski MS, Brilliant L. Detecting influenza epidemics using search engine query data. Nature 2009;457:1012-4.
  • Walker A, Hopkins C, Surda P. Use of Google Trends to investigate loss-of-smell-related searches during the COVID-19 outbreak. Int Forum Allergy Rhinol 2020;10:839-47.
  • Konstantinidis I, Haehner A, Frasnelli J, Reden J, Quante G, Damm M, et al. Post-infectious olfactory dysfunction exhibits a seasonal pattern. Rhinology 2006;44:135-9.
  • Lotsch J, Hummel T. A data science-based analysis of seasonal patterns in outpatient presentations due to olfactory dysfunction. Rhinology 2020;58:151-7.
Toplam 25 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Araştırma Makalesi
Yazarlar

Erdal Sakallı Bu kişi benim

Dastan Temirbekov Bu kişi benim

Mehran Mahouti Bu kişi benim

Mustafa Caner Kesimli Bu kişi benim

Deniz Kaya Bu kişi benim

Yayımlanma Tarihi 20 Eylül 2020
Yayımlandığı Sayı Yıl 2020 Cilt: 30 Sayı: 3

Kaynak Göster

APA Sakallı, E., Temirbekov, D., Mahouti, M., Kesimli, M. C., vd. (2020). Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey. The Turkish Journal of Ear Nose and Throat, 30(3), 92-98.
AMA Sakallı E, Temirbekov D, Mahouti M, Kesimli MC, Kaya D. Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey. Tr-ENT. Eylül 2020;30(3):92-98.
Chicago Sakallı, Erdal, Dastan Temirbekov, Mehran Mahouti, Mustafa Caner Kesimli, ve Deniz Kaya. “Changes in Internet Search Behaviors Related to Smell and Taste Disorders During the COVID-19 Outbreak in Turkey”. The Turkish Journal of Ear Nose and Throat 30, sy. 3 (Eylül 2020): 92-98.
EndNote Sakallı E, Temirbekov D, Mahouti M, Kesimli MC, Kaya D (01 Eylül 2020) Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey. The Turkish Journal of Ear Nose and Throat 30 3 92–98.
IEEE E. Sakallı, D. Temirbekov, M. Mahouti, M. C. Kesimli, ve D. Kaya, “Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey”, Tr-ENT, c. 30, sy. 3, ss. 92–98, 2020.
ISNAD Sakallı, Erdal vd. “Changes in Internet Search Behaviors Related to Smell and Taste Disorders During the COVID-19 Outbreak in Turkey”. The Turkish Journal of Ear Nose and Throat 30/3 (Eylül 2020), 92-98.
JAMA Sakallı E, Temirbekov D, Mahouti M, Kesimli MC, Kaya D. Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey. Tr-ENT. 2020;30:92–98.
MLA Sakallı, Erdal vd. “Changes in Internet Search Behaviors Related to Smell and Taste Disorders During the COVID-19 Outbreak in Turkey”. The Turkish Journal of Ear Nose and Throat, c. 30, sy. 3, 2020, ss. 92-98.
Vancouver Sakallı E, Temirbekov D, Mahouti M, Kesimli MC, Kaya D. Changes in internet search behaviors related to smell and taste disorders during the COVID-19 outbreak in Turkey. Tr-ENT. 2020;30(3):92-8.