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Music preferences as an instrument of emotional self-regulation along the business cycle
This paper studies the influence of macroeconomic conditions on subjective well-being and music preferences. The macroeconomic cycle exerts an effect on happiness and well-being that consumers counterbalance by modifying music consumption. We use machine learning techniques to make a weekly classifi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9358113/ http://dx.doi.org/10.1007/s10824-022-09454-7 |
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author | de Lucio, Juan Palomeque, Marco |
author_facet | de Lucio, Juan Palomeque, Marco |
author_sort | de Lucio, Juan |
collection | PubMed |
description | This paper studies the influence of macroeconomic conditions on subjective well-being and music preferences. The macroeconomic cycle exerts an effect on happiness and well-being that consumers counterbalance by modifying music consumption. We use machine learning techniques to make a weekly classification of the top 100 songs of Billboard Hot 100 into positive and negative lyrics over the period 1958–2019. When unemployment is high, society generally prefers more positive songs. Other macroeconomic indicators such as high inflation, high interest rates or low stock market prices also affect musical preferences. These results provide initial evidence regarding the use of cultural consumption to offset business cycle oscillations. |
format | Online Article Text |
id | pubmed-9358113 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-93581132022-08-09 Music preferences as an instrument of emotional self-regulation along the business cycle de Lucio, Juan Palomeque, Marco J Cult Econ Original Article This paper studies the influence of macroeconomic conditions on subjective well-being and music preferences. The macroeconomic cycle exerts an effect on happiness and well-being that consumers counterbalance by modifying music consumption. We use machine learning techniques to make a weekly classification of the top 100 songs of Billboard Hot 100 into positive and negative lyrics over the period 1958–2019. When unemployment is high, society generally prefers more positive songs. Other macroeconomic indicators such as high inflation, high interest rates or low stock market prices also affect musical preferences. These results provide initial evidence regarding the use of cultural consumption to offset business cycle oscillations. Springer US 2022-08-08 2023 /pmc/articles/PMC9358113/ http://dx.doi.org/10.1007/s10824-022-09454-7 Text en © The Author(s) 2022 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/) . |
spellingShingle | Original Article de Lucio, Juan Palomeque, Marco Music preferences as an instrument of emotional self-regulation along the business cycle |
title | Music preferences as an instrument of emotional self-regulation along the business cycle |
title_full | Music preferences as an instrument of emotional self-regulation along the business cycle |
title_fullStr | Music preferences as an instrument of emotional self-regulation along the business cycle |
title_full_unstemmed | Music preferences as an instrument of emotional self-regulation along the business cycle |
title_short | Music preferences as an instrument of emotional self-regulation along the business cycle |
title_sort | music preferences as an instrument of emotional self-regulation along the business cycle |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9358113/ http://dx.doi.org/10.1007/s10824-022-09454-7 |
work_keys_str_mv | AT deluciojuan musicpreferencesasaninstrumentofemotionalselfregulationalongthebusinesscycle AT palomequemarco musicpreferencesasaninstrumentofemotionalselfregulationalongthebusinesscycle |