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Published in: Archives of Dermatological Research 6/2019

01-08-2019 | Vulgar Psoriasis | Original Paper

Seasonal variation in the internet searches for psoriasis

Author: Sinan Kardeş

Published in: Archives of Dermatological Research | Issue 6/2019

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Abstract

Some researches with different designs investigated the seasonal pattern of psoriasis; however, the seasonal variation in public interest in psoriasis has not yet been examined. The monitoring of internet search activity has increasingly been used to gain insights into public interest in health-related topics. The aim of the investigation is to employ the Google Trends datasets to evaluate whether a seasonal trend exists in the internet searches of psoriasis by the general public. In the observational investigation, the Google Trends was queried for the [psoriasis] in the United States, the United Kingdom, Canada, Ireland, Australia, and New Zealand between January 2004 and December 2018. The cosinor analysis demonstrated a statistically significant seasonal pattern of searches for [psoriasis] in the United Kingdom (p < 0.001), Canada (p = 0.002), Ireland (p < 0.001), Australia (p < 0.001), and New Zealand (p < 0.001), and a trend towards a seasonal variation in searches in the United States (p = 0.079), with the zenith in late winter/early spring and through in late summer/early fall. A zenith in late winter/early spring and valley in late summer/early fall presented an approximately 6-month difference between hemispheres. Public interest in seeking psoriasis information through internet searches displayed a seasonal pattern, with the highest interest in the late winter/early spring. If a more comprehensive study validated the association of psoriasis flares with patterns in online searches, beyond investigating only seasonality in public interest, the internet data could be used to guide public health interventions and to manage the care of patients with psoriasis.
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Literature
1.
go back to reference Armstrong AW, Harskamp CT, Armstrong EJ (2012) The association between psoriasis and obesity: a systematic review and meta-analysis of observational studies. Nutr Diabetes 2:e54CrossRefPubMedPubMedCentral Armstrong AW, Harskamp CT, Armstrong EJ (2012) The association between psoriasis and obesity: a systematic review and meta-analysis of observational studies. Nutr Diabetes 2:e54CrossRefPubMedPubMedCentral
2.
go back to reference Armstrong AW, Harskamp CT, Dhillon JS, Armstrong EJ (2014) Psoriasis and smoking: a systematic review and meta-analysis. Br J Dermatol 170:304–314CrossRefPubMed Armstrong AW, Harskamp CT, Dhillon JS, Armstrong EJ (2014) Psoriasis and smoking: a systematic review and meta-analysis. Br J Dermatol 170:304–314CrossRefPubMed
3.
go back to reference Ayers JW, Althouse BM, Allem JP, Rosenquist JN, Ford DE (2013) Seasonality in seeking mental health information on Google. Am J Prev Med 44:520–525CrossRefPubMed Ayers JW, Althouse BM, Allem JP, Rosenquist JN, Ford DE (2013) Seasonality in seeking mental health information on Google. Am J Prev Med 44:520–525CrossRefPubMed
4.
go back to reference Balato N, Di Costanzo L, Patruno C, Patrì A, Ayala F (2013) Effect of weather and environmental factors on the clinical course of psoriasis. Occup Environ Med 70:600CrossRefPubMed Balato N, Di Costanzo L, Patruno C, Patrì A, Ayala F (2013) Effect of weather and environmental factors on the clinical course of psoriasis. Occup Environ Med 70:600CrossRefPubMed
5.
go back to reference Barnett AG, Baker P, Dobson AJ (2012) Analysing seasonal data. R J 4:5–10CrossRef Barnett AG, Baker P, Dobson AJ (2012) Analysing seasonal data. R J 4:5–10CrossRef
7.
go back to reference Barrea L, Savanelli MC, Di Somma C, Napolitano M, Megna M, Colao A, Savastano S (2017) Vitamin D and its role in psoriasis: an overview of the dermatologist and nutritionist. Rev Endocr Metab Disord 18:195–205CrossRefPubMedPubMedCentral Barrea L, Savanelli MC, Di Somma C, Napolitano M, Megna M, Colao A, Savastano S (2017) Vitamin D and its role in psoriasis: an overview of the dermatologist and nutritionist. Rev Endocr Metab Disord 18:195–205CrossRefPubMedPubMedCentral
8.
go back to reference Kang MG, Song WJ, Choi S, Kim H, Ha H, Kim SH, Cho SH, Min KU, Yoon S, Chang YS (2015) Google unveils a glimpse of allergic rhinitis in the real world. Allergy 70:124–128CrossRefPubMed Kang MG, Song WJ, Choi S, Kim H, Ha H, Kim SH, Cho SH, Min KU, Yoon S, Chang YS (2015) Google unveils a glimpse of allergic rhinitis in the real world. Allergy 70:124–128CrossRefPubMed
9.
go back to reference Brownstein JS, Freifeld CC, Madoff LC (2009) Digital disease detection–harnessing the Web for public health surveillance. N Engl J Med 360(2153–5):2157 Brownstein JS, Freifeld CC, Madoff LC (2009) Digital disease detection–harnessing the Web for public health surveillance. N Engl J Med 360(2153–5):2157
10.
go back to reference Cervellin G, Comelli I, Lippi G (2017) Is Google Trends a reliable tool for digital epidemiology? Insights from different clinical settings. J Epidemiol Glob Health 7:185–189CrossRefPubMed Cervellin G, Comelli I, Lippi G (2017) Is Google Trends a reliable tool for digital epidemiology? Insights from different clinical settings. J Epidemiol Glob Health 7:185–189CrossRefPubMed
11.
go back to reference Chandran V, Raychaudhuri SP (2010) Geoepidemiology and environmental factors of psoriasis and psoriatic arthritis. J Autoimmun 34:J314–J321CrossRefPubMed Chandran V, Raychaudhuri SP (2010) Geoepidemiology and environmental factors of psoriasis and psoriatic arthritis. J Autoimmun 34:J314–J321CrossRefPubMed
12.
go back to reference Danchin MH, Rogers S, Kelpie L, Selvaraj G, Curtis N, Carlin JB, Nolan TM, Carapetis JR (2007) Burden of acute sore throat and group A streptococcal pharyngitis in school-aged children and their families in Australia. Pediatrics 120:950–957CrossRefPubMed Danchin MH, Rogers S, Kelpie L, Selvaraj G, Curtis N, Carlin JB, Nolan TM, Carapetis JR (2007) Burden of acute sore throat and group A streptococcal pharyngitis in school-aged children and their families in Australia. Pediatrics 120:950–957CrossRefPubMed
13.
go back to reference Ergun T, Seckin Gencosmanoglu D, Karakoc-Aydiner E, Salman A, Tekin B, Bulbul-Baskan E, Alpsoy E, Cakıroglu A, Onsun N (2017) Prevalence of obesity in paediatric psoriasis and its impact on disease severity and progression. Aust J Dermatol 58:e182–e187CrossRef Ergun T, Seckin Gencosmanoglu D, Karakoc-Aydiner E, Salman A, Tekin B, Bulbul-Baskan E, Alpsoy E, Cakıroglu A, Onsun N (2017) Prevalence of obesity in paediatric psoriasis and its impact on disease severity and progression. Aust J Dermatol 58:e182–e187CrossRef
14.
go back to reference Fleming P, Bai JW, Pratt M, Sibbald C, Lynde C, Gulliver WP (2017) The prevalence of anxiety in patients with psoriasis: a systematic review of observational studies and clinical trials. J Eur Acad Dermatol Venereol 31:798–807CrossRefPubMed Fleming P, Bai JW, Pratt M, Sibbald C, Lynde C, Gulliver WP (2017) The prevalence of anxiety in patients with psoriasis: a systematic review of observational studies and clinical trials. J Eur Acad Dermatol Venereol 31:798–807CrossRefPubMed
15.
go back to reference Florek AG, Wang CJ, Armstrong AW (2018) Treatment preferences and treatment satisfaction among psoriasis patients: a systematic review. Arch Dermatol Res 310:271–319CrossRefPubMed Florek AG, Wang CJ, Armstrong AW (2018) Treatment preferences and treatment satisfaction among psoriasis patients: a systematic review. Arch Dermatol Res 310:271–319CrossRefPubMed
16.
go back to reference Fox S (2005) Health information online. Pew Internet & American Life Project, Washington Fox S (2005) Health information online. Pew Internet & American Life Project, Washington
17.
go back to reference Garrison SR, Dormuth CR, Morrow RL, Carney GA, Khan KM (2015) Seasonal effects on the occurrence of nocturnal leg cramps: a prospective cohort study. CMAJ 187:248–253CrossRefPubMedPubMedCentral Garrison SR, Dormuth CR, Morrow RL, Carney GA, Khan KM (2015) Seasonal effects on the occurrence of nocturnal leg cramps: a prospective cohort study. CMAJ 187:248–253CrossRefPubMedPubMedCentral
21.
go back to reference Gudjonsson JE, Thorarinsson AM, Sigurgeirsson B, Kristinsson KG, Valdimarsson H (2003) Streptococcal throat infections and exacerbation of chronic plaque psoriasis: a prospective study. Br J Dermatol 149:530–534CrossRefPubMed Gudjonsson JE, Thorarinsson AM, Sigurgeirsson B, Kristinsson KG, Valdimarsson H (2003) Streptococcal throat infections and exacerbation of chronic plaque psoriasis: a prospective study. Br J Dermatol 149:530–534CrossRefPubMed
22.
go back to reference Hancox JG, Sheridan SC, Feldman SR, Fleischer AB Jr (2004) Seasonal variation of dermatologic disease in the USA: a study of office visits from 1990 to 1998. Int J Dermatol 43:6–11CrossRefPubMed Hancox JG, Sheridan SC, Feldman SR, Fleischer AB Jr (2004) Seasonal variation of dermatologic disease in the USA: a study of office visits from 1990 to 1998. Int J Dermatol 43:6–11CrossRefPubMed
23.
go back to reference Ingram DG, Matthews CK, Plante DT (2015) Seasonal trends in sleep-disordered breathing: evidence from Internet search engine query data. Sleep Breath 19:79–84CrossRefPubMed Ingram DG, Matthews CK, Plante DT (2015) Seasonal trends in sleep-disordered breathing: evidence from Internet search engine query data. Sleep Breath 19:79–84CrossRefPubMed
24.
go back to reference Ingram DG, Plante DT (2013) Seasonal trends in restless legs symptomatology: evidence from Internet search query data. Sleep Med 14:1364–1368CrossRefPubMed Ingram DG, Plante DT (2013) Seasonal trends in restless legs symptomatology: evidence from Internet search query data. Sleep Med 14:1364–1368CrossRefPubMed
26.
go back to reference Kardeş S (2019) Seasonal variation in the internet searches for gout: an ecological study. Clin Rheumatol 38:769–775CrossRefPubMed Kardeş S (2019) Seasonal variation in the internet searches for gout: an ecological study. Clin Rheumatol 38:769–775CrossRefPubMed
28.
go back to reference Ku JC, Alotaibi NM, Wang J, Ibrahim GM, Schweizer TA, Macdonald RL (2017) Internet search volumes in brain aneurysms and subarachnoid hemorrhage: is there evidence of seasonality? Clin Neurol Neurosurg 158:1–4CrossRefPubMed Ku JC, Alotaibi NM, Wang J, Ibrahim GM, Schweizer TA, Macdonald RL (2017) Internet search volumes in brain aneurysms and subarachnoid hemorrhage: is there evidence of seasonality? Clin Neurol Neurosurg 158:1–4CrossRefPubMed
29.
go back to reference Kwan Z, Bong YB, Tan LL, Lim SX, Yong ASW, Ch’ng CC, Tan MP, Ismail R (2018) Determinants of quality of life and psychological status in adults with psoriasis. Arch Dermatol Res 310:443–451CrossRefPubMed Kwan Z, Bong YB, Tan LL, Lim SX, Yong ASW, Ch’ng CC, Tan MP, Ismail R (2018) Determinants of quality of life and psychological status in adults with psoriasis. Arch Dermatol Res 310:443–451CrossRefPubMed
30.
go back to reference Liu F, Allan GM, Korownyk C, Kolber M, Flook N, Sternberg H, Garrison S (2016) Seasonality of ankle swelling: population symptom reporting using Google Trends. Ann Fam Med 14:356–358CrossRefPubMedPubMedCentral Liu F, Allan GM, Korownyk C, Kolber M, Flook N, Sternberg H, Garrison S (2016) Seasonality of ankle swelling: population symptom reporting using Google Trends. Ann Fam Med 14:356–358CrossRefPubMedPubMedCentral
31.
go back to reference Mattozzi C, Paolino G, Richetta AG, Calvieri S (2016) Psoriasis, vitamin D and the importance of the cutaneous barrier’s integrity: an update. J Dermatol 43:507–514CrossRefPubMed Mattozzi C, Paolino G, Richetta AG, Calvieri S (2016) Psoriasis, vitamin D and the importance of the cutaneous barrier’s integrity: an update. J Dermatol 43:507–514CrossRefPubMed
32.
go back to reference Mavragani A, Ochoa G, Tsagarakis KP (2018) Assessing the methods, tools, and statistical approaches in Google Trends research: systematic review. J Med Internet Res 6(20):e270CrossRef Mavragani A, Ochoa G, Tsagarakis KP (2018) Assessing the methods, tools, and statistical approaches in Google Trends research: systematic review. J Med Internet Res 6(20):e270CrossRef
33.
go back to reference Michalek IM, Loring B, John SM (2017) A systematic review of worldwide epidemiology of psoriasis. J Eur Acad Dermatol Venereol 31:205–212CrossRefPubMed Michalek IM, Loring B, John SM (2017) A systematic review of worldwide epidemiology of psoriasis. J Eur Acad Dermatol Venereol 31:205–212CrossRefPubMed
34.
go back to reference Moccia M, Palladino R, Falco A, Saccà F, Lanzillo R, Brescia Morra V (2016) Google Trends: new evidence for seasonality of multiple sclerosis. J Neurol Neurosurg Psychiatry 87:1028–1029CrossRefPubMed Moccia M, Palladino R, Falco A, Saccà F, Lanzillo R, Brescia Morra V (2016) Google Trends: new evidence for seasonality of multiple sclerosis. J Neurol Neurosurg Psychiatry 87:1028–1029CrossRefPubMed
36.
go back to reference Nestle FO, Kaplan DH, Barker J (2009) Psoriasis. N Engl J Med 361:496–509CrossRef Nestle FO, Kaplan DH, Barker J (2009) Psoriasis. N Engl J Med 361:496–509CrossRef
37.
go back to reference Nuti SV, Wayda B, Ranasinghe I, Wang S, Dreyer RP, Chen SI, Murugiah K (2014) The use of google trends in health care research: a systematic review. PLoS One 9:e109583CrossRefPubMedPubMedCentral Nuti SV, Wayda B, Ranasinghe I, Wang S, Dreyer RP, Chen SI, Murugiah K (2014) The use of google trends in health care research: a systematic review. PLoS One 9:e109583CrossRefPubMedPubMedCentral
38.
go back to reference O’Keeffe ST (2017) Summertime blues? A re-examination of the seasonality of web searches for restless legs and leg cramps. Sleep Med 37:119–123CrossRefPubMed O’Keeffe ST (2017) Summertime blues? A re-examination of the seasonality of web searches for restless legs and leg cramps. Sleep Med 37:119–123CrossRefPubMed
39.
go back to reference Oyane NM, Bjelland I, Pallesen S, Holsten F, Bjorvatn B (2008) Seasonality is associated with anxiety and depression: the Hordaland health study. J Affect Disord 105:147–155CrossRefPubMed Oyane NM, Bjelland I, Pallesen S, Holsten F, Bjorvatn B (2008) Seasonality is associated with anxiety and depression: the Hordaland health study. J Affect Disord 105:147–155CrossRefPubMed
40.
go back to reference Pascoe VL, Kimball AB (2015) Seasonal variation of acne and psoriasis: a 3-year study using the Physician Global Assessment severity scale. J Am Acad Dermatol 73:523–525CrossRefPubMed Pascoe VL, Kimball AB (2015) Seasonal variation of acne and psoriasis: a 3-year study using the Physician Global Assessment severity scale. J Am Acad Dermatol 73:523–525CrossRefPubMed
41.
go back to reference Phillips K, Bentley MC (2001) Seasonal assessment of environmental tobacco smoke and respirable suspended particle exposures for nonsmokers in Bremen using personal monitoring. Environ Int 27:69–85CrossRefPubMed Phillips K, Bentley MC (2001) Seasonal assessment of environmental tobacco smoke and respirable suspended particle exposures for nonsmokers in Bremen using personal monitoring. Environ Int 27:69–85CrossRefPubMed
42.
go back to reference Plante DT, Ingram DG (2015) Seasonal trends in tinnitus symptomatology: evidence from Internet search engine query data. Eur Arch Otorhinolaryngol 272:2807–2813CrossRefPubMed Plante DT, Ingram DG (2015) Seasonal trends in tinnitus symptomatology: evidence from Internet search engine query data. Eur Arch Otorhinolaryngol 272:2807–2813CrossRefPubMed
43.
go back to reference Prinz JC (2001) Psoriasis vulgaris–a sterile antibacterial skin reaction mediated by cross-reactive T cells? An immunological view of the pathophysiology of psoriasis. Clin Exp Dermatol 26:326–332CrossRefPubMed Prinz JC (2001) Psoriasis vulgaris–a sterile antibacterial skin reaction mediated by cross-reactive T cells? An immunological view of the pathophysiology of psoriasis. Clin Exp Dermatol 26:326–332CrossRefPubMed
45.
go back to reference Radin M, Sciascia S (2017) Infodemiology of systemic lupus erythematous using Google Trends. Lupus 26:886–889CrossRefPubMed Radin M, Sciascia S (2017) Infodemiology of systemic lupus erythematous using Google Trends. Lupus 26:886–889CrossRefPubMed
46.
go back to reference Richer V, Roubille C, Fleming P, Starnino T, McCourt C, McFarlane A, Siu S, Kraft J, Lynde C, Pope JE, Keeling S, Dutz J, Bessette L, Gulliver WP, Haraoui B, Bissonnette R (2016) Psoriasis and smoking: a systematic literature review and meta-analysis with qualitative analysis of effect of smoking on psoriasis severity. J Cutan Med Surg 20:221–227CrossRefPubMed Richer V, Roubille C, Fleming P, Starnino T, McCourt C, McFarlane A, Siu S, Kraft J, Lynde C, Pope JE, Keeling S, Dutz J, Bessette L, Gulliver WP, Haraoui B, Bissonnette R (2016) Psoriasis and smoking: a systematic literature review and meta-analysis with qualitative analysis of effect of smoking on psoriasis severity. J Cutan Med Surg 20:221–227CrossRefPubMed
47.
go back to reference Senecal C, Widmer RJ, Lerman LO, Lerman A (2018) Association of search engine queries for chest pain with coronary heart disease epidemiology. JAMA Cardiol 3:1218–1221CrossRefPubMed Senecal C, Widmer RJ, Lerman LO, Lerman A (2018) Association of search engine queries for chest pain with coronary heart disease epidemiology. JAMA Cardiol 3:1218–1221CrossRefPubMed
48.
go back to reference Soleymani T, Hung T, Soung J (2015) The role of vitamin D in psoriasis: a review. Int J Dermatol 54:383–392CrossRefPubMed Soleymani T, Hung T, Soung J (2015) The role of vitamin D in psoriasis: a review. Int J Dermatol 54:383–392CrossRefPubMed
49.
go back to reference Telfer S, Woodburn J (2015) 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 8:27CrossRefPubMedPubMedCentral Telfer S, Woodburn J (2015) 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 8:27CrossRefPubMedPubMedCentral
50.
go back to reference Toosi B, Kalia S (2016) Seasonal and geographic patterns in tanning using real-time data from Google Trends. JAMA Dermatol 152:215–217CrossRefPubMed Toosi B, Kalia S (2016) Seasonal and geographic patterns in tanning using real-time data from Google Trends. JAMA Dermatol 152:215–217CrossRefPubMed
51.
go back to reference Winthorst WH, Roest AM, Bos EH, Meesters Y, Penninx BW, Nolen WA, de Jonge P (2014) Self-attributed seasonality of mood and behavior: a report from the Netherlands study of depression and anxiety. Depress Anxiety 31:517–523CrossRefPubMed Winthorst WH, Roest AM, Bos EH, Meesters Y, Penninx BW, Nolen WA, de Jonge P (2014) Self-attributed seasonality of mood and behavior: a report from the Netherlands study of depression and anxiety. Depress Anxiety 31:517–523CrossRefPubMed
52.
go back to reference Wong T, Hsu L, Liao W (2013) Phototherapy in psoriasis: a review of mechanisms of action. J Cutan Med Surg 17:6–12CrossRefPubMed Wong T, Hsu L, Liao W (2013) Phototherapy in psoriasis: a review of mechanisms of action. J Cutan Med Surg 17:6–12CrossRefPubMed
53.
go back to reference Yang AC, Huang NE, Peng CK, Tsai SJ (2010) Do seasons have an influence on the incidence of depression? The use of an internet search engine query data as a proxy of human affect. PLoS One 5:e13728CrossRefPubMedPubMedCentral Yang AC, Huang NE, Peng CK, Tsai SJ (2010) Do seasons have an influence on the incidence of depression? The use of an internet search engine query data as a proxy of human affect. PLoS One 5:e13728CrossRefPubMedPubMedCentral
54.
go back to reference Zeng J, Luo S, Huang Y, Lu Q (2017) Critical role of environmental factors in the pathogenesis of psoriasis. J Dermatol 44:863–872CrossRefPubMed Zeng J, Luo S, Huang Y, Lu Q (2017) Critical role of environmental factors in the pathogenesis of psoriasis. J Dermatol 44:863–872CrossRefPubMed
55.
go back to reference Zhang X, Dang S, Ji F, Shi J, Li Y, Li M, Jia X, Wan Y, Bao X, Wang W (2018) Seasonality of cellulitis: evidence from Google Trends. Infect Drug Resist 11:689–693CrossRefPubMedPubMedCentral Zhang X, Dang S, Ji F, Shi J, Li Y, Li M, Jia X, Wan Y, Bao X, Wang W (2018) Seasonality of cellulitis: evidence from Google Trends. Infect Drug Resist 11:689–693CrossRefPubMedPubMedCentral
Metadata
Title
Seasonal variation in the internet searches for psoriasis
Author
Sinan Kardeş
Publication date
01-08-2019
Publisher
Springer Berlin Heidelberg
Published in
Archives of Dermatological Research / Issue 6/2019
Print ISSN: 0340-3696
Electronic ISSN: 1432-069X
DOI
https://doi.org/10.1007/s00403-019-01921-0

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