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 rel...

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Main Authors: Mikołaj Kamiński, Matylda Kręgielska-Narożna, Paweł Bogdański
Format: Article
Language:English
Published: BMC 2021-08-01
Series:BMC Public Health
Subjects:
Online Access:https://doi.org/10.1186/s12889-021-11543-9
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spelling doaj-2298e18b9616439698e01e335dacfe2e2021-08-08T11:14:04ZengBMCBMC Public Health1471-24582021-08-012111910.1186/s12889-021-11543-9Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysisMikołaj Kamiński0Matylda Kręgielska-Narożna1Paweł Bogdański2Department of the Treatment of Obesity and Metabolic Disorders, and of Clinical Dietetics, Poznań University of Medical SciencesDepartment of the Treatment of Obesity and Metabolic Disorders, and of Clinical Dietetics, Poznań University of Medical SciencesDepartment of the Treatment of Obesity and Metabolic Disorders, and of Clinical Dietetics, Poznań University of Medical SciencesAbstract 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 commercial data included twelve types of products. The interest of Google users was investigated using Google Trends statistics for the same period for six lifestyle-related topics. The seasonality was checked using time series analysis. Results Six of the consumer goods (dairy, ready-made meals, salty snacks, meats, beer, and cigarettes) were most commonly purchased in summer months, four (processed fish, food fats, wine, and alcohol 30%+) in December, and two (bread and sweets) in October. The lowest sales indexes were observed mostly in February. The interest in four topics that have been analyzed (“Diet,” “Dietitian,” “Weight loss,” and “Gym”), was highest in January, while interest in “Dietary supplements” was high in February, and “Running” in May. The search volume of the Google topics were the lowest in December. Conclusion The purchase of food, drinks, and cigarettes, and the interest in information regarding different components of a healthy lifestyle has seasonal variation. New Year and Lent might be good periods to encourage healthy behavior. The motivation may decrease in summer and during Christmas.https://doi.org/10.1186/s12889-021-11543-9ConsumptionCigarettesAlcoholDietGoogle trendsSales
collection DOAJ
language English
format Article
sources DOAJ
author Mikołaj Kamiński
Matylda Kręgielska-Narożna
Paweł Bogdański
spellingShingle Mikołaj Kamiński
Matylda Kręgielska-Narożna
Paweł Bogdański
Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
BMC Public Health
Consumption
Cigarettes
Alcohol
Diet
Google trends
Sales
author_facet Mikołaj Kamiński
Matylda Kręgielska-Narożna
Paweł Bogdański
author_sort Mikołaj Kamiński
title Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
title_short Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
title_full Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
title_fullStr Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
title_full_unstemmed Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
title_sort seasonal variation in lifestyle behavior in poland: google searches and market sales analysis
publisher BMC
series BMC Public Health
issn 1471-2458
publishDate 2021-08-01
description 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 commercial data included twelve types of products. The interest of Google users was investigated using Google Trends statistics for the same period for six lifestyle-related topics. The seasonality was checked using time series analysis. Results Six of the consumer goods (dairy, ready-made meals, salty snacks, meats, beer, and cigarettes) were most commonly purchased in summer months, four (processed fish, food fats, wine, and alcohol 30%+) in December, and two (bread and sweets) in October. The lowest sales indexes were observed mostly in February. The interest in four topics that have been analyzed (“Diet,” “Dietitian,” “Weight loss,” and “Gym”), was highest in January, while interest in “Dietary supplements” was high in February, and “Running” in May. The search volume of the Google topics were the lowest in December. Conclusion The purchase of food, drinks, and cigarettes, and the interest in information regarding different components of a healthy lifestyle has seasonal variation. New Year and Lent might be good periods to encourage healthy behavior. The motivation may decrease in summer and during Christmas.
topic Consumption
Cigarettes
Alcohol
Diet
Google trends
Sales
url https://doi.org/10.1186/s12889-021-11543-9
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AT matyldakregielskanarozna seasonalvariationinlifestylebehaviorinpolandgooglesearchesandmarketsalesanalysis
AT pawełbogdanski seasonalvariationinlifestylebehaviorinpolandgooglesearchesandmarketsalesanalysis
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