2021
DOI: 10.1186/s12889-021-11543-9
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Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis

Abstract: Background Detection of the seasonal patterns of healthy and unhealthy behavior could be helpful for designing individual and population health interventions programs. This study investigates the seasonal variation in sales of common types of products in Poland and Polish Google queries related to healthy behavior. Methods Data of index sales from a large Polish retail store franchise, from January 2014 to August 2019, has been analyzed. The commer… Show more

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Cited by 4 publications
(3 citation statements)
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“…Alcoholic beverage consumption is known to increase the level of serum urate due to uric acid production from adenine nucleotide breakdown and decreased uric acid excretion through lactic acid production, in addition to intake of purines contained in those beverages ( Yamamoto et al, 2004a ; Ka et al, 2005 ; Yamamoto et al, 2005 ). Notably, among alcoholic beverages, consumption of beer has been shown to be strongly associated with increased serum urate level and gout ( Choi et al, 2004a ; Choi and Curhan, 2004 ; Singh et al, 2011 ; Zykova et al, 2015 ), and also to have a correlation with ambient temperature because of higher levels of consumption in summer ( Silm and Ahas, 2005 ; Kaminski et al, 2021 ). Thus, higher ambient temperature and increased alcohol consumption, especially beer, in summer and autumn as compared to winter may increase the incidence of asymptomatic hyperuricemia and gout in summer and autumn, resulting in new ULD prescriptions more commonly seen in those seasons.…”
Section: Discussionmentioning
confidence: 99%
“…Alcoholic beverage consumption is known to increase the level of serum urate due to uric acid production from adenine nucleotide breakdown and decreased uric acid excretion through lactic acid production, in addition to intake of purines contained in those beverages ( Yamamoto et al, 2004a ; Ka et al, 2005 ; Yamamoto et al, 2005 ). Notably, among alcoholic beverages, consumption of beer has been shown to be strongly associated with increased serum urate level and gout ( Choi et al, 2004a ; Choi and Curhan, 2004 ; Singh et al, 2011 ; Zykova et al, 2015 ), and also to have a correlation with ambient temperature because of higher levels of consumption in summer ( Silm and Ahas, 2005 ; Kaminski et al, 2021 ). Thus, higher ambient temperature and increased alcohol consumption, especially beer, in summer and autumn as compared to winter may increase the incidence of asymptomatic hyperuricemia and gout in summer and autumn, resulting in new ULD prescriptions more commonly seen in those seasons.…”
Section: Discussionmentioning
confidence: 99%
“…Overall, the searching increasing trend was presented in the past decade, which is not only closely associated with the rapid development and wide application of the internet, but may reflect the increasing public interest even or incidence rate of nasal polyps to some extent, although the complete real-world epidemiological study that can reflect incidence rate globally was absent to date. GT analysis can obtain the seasonal variation and geographic distribution information and provide a positive understanding for identifying the influence of geographic distribution and seasonal variation on health information and diseases [ 16 18 ], further analyzing both seasonal variation and geographic distribution in search of annual trend was performed in our study, we separately selected the different the northern and southern hemisphere countries who have obviously and no-obvious seasonal variation for identifying the seasonal variations, that included the United States, Australia and Singapore, and results demonstrated and supported the seasonal variation of nasal polyps for the RSV (Fig. 3 ), especially, the peak for the RSV occurred in winter (December–January for the United States, and around July for Australia), the peak for the RSV of seasonal variation may reflect that directly associated with the pathophysiological characteristics and mechanism of NP, actually, for nasal polyps’ formation, which is a result of inflammatory outgrowths of paranasal sinus mucosa following chronic mucosal inflammation, although the pathogenesis is remained unclear, defects in the innate function of the airway epithelial barrier, including diminished expression of antimicrobial products and loss of barrier integrity, combined with colonization by fungi and bacteria likely all were probably contributed to chronic inflammation with elevated expression of many key inflammatory cytokines and chemokines, including IL-5, thymic stromal lymphopoietin (TSLP) and CCL11 in CRSwNP, these factors likely combine to drive the influx of a variety of immune cells, including eosinophils, mast cells, group 2 innate lymphoid cells and lymphocytes, which participate in the chronic inflammatory response within the nasal polyps [ 19 , 20 ].…”
Section: Discussionmentioning
confidence: 99%
“…Specifically, the sales index of consumer goods like dairy products, meat, alcohol, and cigarettes exhibited seasonal fluctuations. There were seasonal variations in the public interest regarding terms such as "running", "diet", "dietary supplements", "nutritionists", and "weight loss" [27] . Furthermore, searches for various diseases, including osteoporosis and skin diseases, demonstrated seasonality [28,29] .…”
Section: Identifying Environmental and Geographic Risk Factors Throug...mentioning
confidence: 99%