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Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis
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...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344181/ https://www.ncbi.nlm.nih.gov/pubmed/34362345 http://dx.doi.org/10.1186/s12889-021-11543-9 |
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author | Kamiński, Mikołaj Kręgielska-Narożna, Matylda Bogdański, Paweł |
author_facet | Kamiński, Mikołaj Kręgielska-Narożna, Matylda Bogdański, Paweł |
author_sort | Kamiński, Mikołaj |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11543-9. |
format | Online Article Text |
id | pubmed-8344181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83441812021-08-09 Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis Kamiński, Mikołaj Kręgielska-Narożna, Matylda Bogdański, Paweł BMC Public Health Research Article 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11543-9. BioMed Central 2021-08-06 /pmc/articles/PMC8344181/ /pubmed/34362345 http://dx.doi.org/10.1186/s12889-021-11543-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Kamiński, Mikołaj Kręgielska-Narożna, Matylda Bogdański, Paweł Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344181/ https://www.ncbi.nlm.nih.gov/pubmed/34362345 http://dx.doi.org/10.1186/s12889-021-11543-9 |
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