Estimating the incidence of cocaine use and mortality with music lyrics about cocaine

Abstract In the United States, cocaine use and mortality have surged in the past 5 years. Considering cocaine’s reputation as a fashionable social drug, the rise of cocaine mentions in popular music may provide a signal of epidemiological trends of cocaine use. We characterized the relationship betw...

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Main Authors: Yulin Hswen, Amanda Zhang, John S. Brownstein
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00448-x
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spelling doaj-44d13a4107ad4c309f76650c03dd16472021-07-04T11:08:38ZengNature Publishing Groupnpj Digital Medicine2398-63522021-06-01411610.1038/s41746-021-00448-xEstimating the incidence of cocaine use and mortality with music lyrics about cocaineYulin Hswen0Amanda Zhang1John S. Brownstein2Department of Epidemiology and Biostatistics, University of California San FranciscoInnovation Program, Boston Children’s HospitalInnovation Program, Boston Children’s HospitalAbstract In the United States, cocaine use and mortality have surged in the past 5 years. Considering cocaine’s reputation as a fashionable social drug, the rise of cocaine mentions in popular music may provide a signal of epidemiological trends of cocaine use. We characterized the relationship between mentions of cocaine in song lyrics and incidence of cocaine use and mortality in the US. Incidence of cocaine use from 2002 to 2017 was obtained from the National Survey on Drug Use and Health and cocaine overdose mortality rate from 2000 to 2017 was obtained from the Centers for Disease Control. Distributed lag models were fit using ordinary least squares on the first difference to identify associations between changes in cocaine lyric mentions and changes in incidence of cocaine use and mortality. A total of 5955 song lyrics with cocaine mentions were obtained from Lyrics.com. Cocaine mentions in song lyrics were stable from 2000 to 2010 then increased by 190% from 2010 to 2017. The first-order distributed lag model estimated that a 0.01 increase in mentions of cocaine in song lyrics is associated with an 11% increase in incidence of cocaine use within the same year and a 14% increase in cocaine mortality with a 2-year lag. Lag-times were confirmed with cross-correlation analyses and the association remained after accounting for street pricing of cocaine. Mentions of cocaine in song lyrics are associated with the rise of incidence of cocaine use and cocaine overdose mortality. Popular music trends are a potentially valuable tool for understanding cocaine epidemiology trends.https://doi.org/10.1038/s41746-021-00448-x
collection DOAJ
language English
format Article
sources DOAJ
author Yulin Hswen
Amanda Zhang
John S. Brownstein
spellingShingle Yulin Hswen
Amanda Zhang
John S. Brownstein
Estimating the incidence of cocaine use and mortality with music lyrics about cocaine
npj Digital Medicine
author_facet Yulin Hswen
Amanda Zhang
John S. Brownstein
author_sort Yulin Hswen
title Estimating the incidence of cocaine use and mortality with music lyrics about cocaine
title_short Estimating the incidence of cocaine use and mortality with music lyrics about cocaine
title_full Estimating the incidence of cocaine use and mortality with music lyrics about cocaine
title_fullStr Estimating the incidence of cocaine use and mortality with music lyrics about cocaine
title_full_unstemmed Estimating the incidence of cocaine use and mortality with music lyrics about cocaine
title_sort estimating the incidence of cocaine use and mortality with music lyrics about cocaine
publisher Nature Publishing Group
series npj Digital Medicine
issn 2398-6352
publishDate 2021-06-01
description Abstract In the United States, cocaine use and mortality have surged in the past 5 years. Considering cocaine’s reputation as a fashionable social drug, the rise of cocaine mentions in popular music may provide a signal of epidemiological trends of cocaine use. We characterized the relationship between mentions of cocaine in song lyrics and incidence of cocaine use and mortality in the US. Incidence of cocaine use from 2002 to 2017 was obtained from the National Survey on Drug Use and Health and cocaine overdose mortality rate from 2000 to 2017 was obtained from the Centers for Disease Control. Distributed lag models were fit using ordinary least squares on the first difference to identify associations between changes in cocaine lyric mentions and changes in incidence of cocaine use and mortality. A total of 5955 song lyrics with cocaine mentions were obtained from Lyrics.com. Cocaine mentions in song lyrics were stable from 2000 to 2010 then increased by 190% from 2010 to 2017. The first-order distributed lag model estimated that a 0.01 increase in mentions of cocaine in song lyrics is associated with an 11% increase in incidence of cocaine use within the same year and a 14% increase in cocaine mortality with a 2-year lag. Lag-times were confirmed with cross-correlation analyses and the association remained after accounting for street pricing of cocaine. Mentions of cocaine in song lyrics are associated with the rise of incidence of cocaine use and cocaine overdose mortality. Popular music trends are a potentially valuable tool for understanding cocaine epidemiology trends.
url https://doi.org/10.1038/s41746-021-00448-x
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