Cargando…

Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis

BACKGROUND: Exposure to ultraviolet radiation from the sun or indoor tanning is the cause of most skin cancers. Although indoor tanning has decreased in recent years, it remains most common among adolescents and young adults, whose skin is particularly vulnerable to long-term damage. US states have...

Descripción completa

Detalles Bibliográficos
Autores principales: Heckman, Carolyn, Lin, Yong, Riley, Mary, Wang, Yaqun, Bhurosy, Trishnee, Mitarotondo, Anna, Xu, Baichen, Stapleton, Jerod
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501525/
https://www.ncbi.nlm.nih.gov/pubmed/37632845
http://dx.doi.org/10.2196/26707
_version_ 1785106128506454016
author Heckman, Carolyn
Lin, Yong
Riley, Mary
Wang, Yaqun
Bhurosy, Trishnee
Mitarotondo, Anna
Xu, Baichen
Stapleton, Jerod
author_facet Heckman, Carolyn
Lin, Yong
Riley, Mary
Wang, Yaqun
Bhurosy, Trishnee
Mitarotondo, Anna
Xu, Baichen
Stapleton, Jerod
author_sort Heckman, Carolyn
collection PubMed
description BACKGROUND: Exposure to ultraviolet radiation from the sun or indoor tanning is the cause of most skin cancers. Although indoor tanning has decreased in recent years, it remains most common among adolescents and young adults, whose skin is particularly vulnerable to long-term damage. US states have adopted several types of legislation to attempt to minimize indoor tanning among minors: a ban on indoor tanning among all minors, a partial minor ban by age (eg, <14 years), or the requirement of parental consent or accompaniment for tanning. Currently, only 6 US states have no indoor tanning legislation for minors. OBJECTIVE: This study investigated whether internet searches (as an indicator of interest) related to indoor tanning varied across US states by the type of indoor tanning legislation, using data from Google Trends from 2006 to 2019. METHODS: We conducted a time-series analysis of Google Trends data on indoor tanning from 2006 to 2019 by US state. Time-series linear regression models were generated to assess the Google Trends data over time by the type of indoor tanning legislation. RESULTS: We found that indoor tanning search rates decreased significantly for all 50 states and the District of Columbia over time (P<.01). The searches peaked in 2012 when indoor tanning received marked attention (eg, indoor tanning was banned for all minors by the first state—California). The reduction in search rates was more marked for states with a complete ban among minors compared to those with less restrictive types of legislation. CONCLUSIONS: Our findings are consistent with those of other studies on the association between indoor tanning regulations and attitudinal and behavioral trends related to indoor tanning. The main limitation of the study is that raw search data were not available for more precise analysis. With changes in interest and norms, indoor tanning and skin cancer risk among young people may change. Future studies should continue to determine the impact of such public health policies in order to inform policy efforts and minimize risks to public health.
format Online
Article
Text
id pubmed-10501525
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-105015252023-09-15 Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis Heckman, Carolyn Lin, Yong Riley, Mary Wang, Yaqun Bhurosy, Trishnee Mitarotondo, Anna Xu, Baichen Stapleton, Jerod JMIR Dermatol Original Paper BACKGROUND: Exposure to ultraviolet radiation from the sun or indoor tanning is the cause of most skin cancers. Although indoor tanning has decreased in recent years, it remains most common among adolescents and young adults, whose skin is particularly vulnerable to long-term damage. US states have adopted several types of legislation to attempt to minimize indoor tanning among minors: a ban on indoor tanning among all minors, a partial minor ban by age (eg, <14 years), or the requirement of parental consent or accompaniment for tanning. Currently, only 6 US states have no indoor tanning legislation for minors. OBJECTIVE: This study investigated whether internet searches (as an indicator of interest) related to indoor tanning varied across US states by the type of indoor tanning legislation, using data from Google Trends from 2006 to 2019. METHODS: We conducted a time-series analysis of Google Trends data on indoor tanning from 2006 to 2019 by US state. Time-series linear regression models were generated to assess the Google Trends data over time by the type of indoor tanning legislation. RESULTS: We found that indoor tanning search rates decreased significantly for all 50 states and the District of Columbia over time (P<.01). The searches peaked in 2012 when indoor tanning received marked attention (eg, indoor tanning was banned for all minors by the first state—California). The reduction in search rates was more marked for states with a complete ban among minors compared to those with less restrictive types of legislation. CONCLUSIONS: Our findings are consistent with those of other studies on the association between indoor tanning regulations and attitudinal and behavioral trends related to indoor tanning. The main limitation of the study is that raw search data were not available for more precise analysis. With changes in interest and norms, indoor tanning and skin cancer risk among young people may change. Future studies should continue to determine the impact of such public health policies in order to inform policy efforts and minimize risks to public health. JMIR Publications 2021-04-09 /pmc/articles/PMC10501525/ /pubmed/37632845 http://dx.doi.org/10.2196/26707 Text en ©Carolyn Heckman, Yong Lin, Mary Riley, Yaqun Wang, Trishnee Bhurosy, Anna Mitarotondo, Baichen Xu, Jerod Stapleton. Originally published in JMIR Dermatology (http://derma.jmir.org), 09.04.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Dermatology Research, is properly cited. The complete bibliographic information, a link to the original publication on http://derma.jmir.org, as well as this copyright and license information must be included.
spellingShingle Original Paper
Heckman, Carolyn
Lin, Yong
Riley, Mary
Wang, Yaqun
Bhurosy, Trishnee
Mitarotondo, Anna
Xu, Baichen
Stapleton, Jerod
Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis
title Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis
title_full Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis
title_fullStr Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis
title_full_unstemmed Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis
title_short Association Between State Indoor Tanning Legislation and Google Search Trends Data in the United States From 2006 to 2019: Time-Series Analysis
title_sort association between state indoor tanning legislation and google search trends data in the united states from 2006 to 2019: time-series analysis
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501525/
https://www.ncbi.nlm.nih.gov/pubmed/37632845
http://dx.doi.org/10.2196/26707
work_keys_str_mv AT heckmancarolyn associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT linyong associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT rileymary associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT wangyaqun associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT bhurosytrishnee associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT mitarotondoanna associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT xubaichen associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis
AT stapletonjerod associationbetweenstateindoortanninglegislationandgooglesearchtrendsdataintheunitedstatesfrom2006to2019timeseriesanalysis