‘Sweeter Than a Swisher’: amount and themes of little cigar and cigarillo content on Twitter

ObjectiveDespite recent increases in little cigar and cigarillo (LCC) use—particularly among urban youth, African-Americans and Latinos—research on targeted strategies for marketing these products is sparse. Little is known about the amount or content of LCC messages users see or share on social med...

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Veröffentlicht in:Tobacco control 2016-10, Vol.25 (Suppl 1), p.i75-i82
Hauptverfasser: Kostygina, Ganna, Tran, Hy, Shi, Yaru, Kim, Yoonsang, Emery, Sherry
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container_end_page i82
container_issue Suppl 1
container_start_page i75
container_title Tobacco control
container_volume 25
creator Kostygina, Ganna
Tran, Hy
Shi, Yaru
Kim, Yoonsang
Emery, Sherry
description ObjectiveDespite recent increases in little cigar and cigarillo (LCC) use—particularly among urban youth, African-Americans and Latinos—research on targeted strategies for marketing these products is sparse. Little is known about the amount or content of LCC messages users see or share on social media, a popular communication medium among youth and communities of colour.MethodsKeyword rules were used to collect tweets related to LCCs from the Twitter Firehose posted in October 2014 and March–April 2015. Tweets were coded for promotional content, brand references, co-use with marijuana and subculture references (eg, rap/hip-hop, celebrity endorsements) and were classified as commercial and ‘organic’/non-commercial using a combination of machine learning methods, keyword algorithms and human coding. Metadata associated with each tweet were used to categorise users as influencers (1000 and more followers) and regular users (under 1000 followers).ResultsKeyword filters captured over 4 372 293 LCC tweets. Analyses revealed that 17% of account users posting about LCCs were influencers and 1% of accounts were overtly commercial. Influencers were more likely to mention LCC brands and post promotional messages. Approximately 83% of LCC tweets contained references to marijuana and 29% of tweets were memes. Tweets also contained references to rap/hip-hop lyrics and urban subculture.ConclusionsTwitter is a major information-sharing and marketing platform for LCCs. Co-use of tobacco and marijuana is common and normalised on Twitter. The presence and broad reach of LCC messages on social media warrants urgent need for surveillance and serious attention from public health professionals and policymakers. Future tobacco use prevention initiatives should be adapted to ensure that they are inclusive of LCC use.
doi_str_mv 10.1136/tobaccocontrol-2016-053094
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Little is known about the amount or content of LCC messages users see or share on social media, a popular communication medium among youth and communities of colour.MethodsKeyword rules were used to collect tweets related to LCCs from the Twitter Firehose posted in October 2014 and March–April 2015. Tweets were coded for promotional content, brand references, co-use with marijuana and subculture references (eg, rap/hip-hop, celebrity endorsements) and were classified as commercial and ‘organic’/non-commercial using a combination of machine learning methods, keyword algorithms and human coding. Metadata associated with each tweet were used to categorise users as influencers (1000 and more followers) and regular users (under 1000 followers).ResultsKeyword filters captured over 4 372 293 LCC tweets. Analyses revealed that 17% of account users posting about LCCs were influencers and 1% of accounts were overtly commercial. Influencers were more likely to mention LCC brands and post promotional messages. Approximately 83% of LCC tweets contained references to marijuana and 29% of tweets were memes. Tweets also contained references to rap/hip-hop lyrics and urban subculture.ConclusionsTwitter is a major information-sharing and marketing platform for LCCs. Co-use of tobacco and marijuana is common and normalised on Twitter. The presence and broad reach of LCC messages on social media warrants urgent need for surveillance and serious attention from public health professionals and policymakers. Future tobacco use prevention initiatives should be adapted to ensure that they are inclusive of LCC use.</description><identifier>ISSN: 0964-4563</identifier><identifier>EISSN: 1468-3318</identifier><identifier>DOI: 10.1136/tobaccocontrol-2016-053094</identifier><identifier>PMID: 27697951</identifier><language>eng</language><publisher>England: BMJ Publishing Group</publisher><subject>Adolescent ; African Americans ; Hispanic Americans ; Humans ; Marijuana Smoking - epidemiology ; Marketing - methods ; Research Paper ; Smoking - epidemiology ; Social Media - statistics &amp; numerical data ; Tobacco Products - statistics &amp; numerical data ; Urban Population</subject><ispartof>Tobacco control, 2016-10, Vol.25 (Suppl 1), p.i75-i82</ispartof><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/.</rights><rights>Published by the BMJ Publishing Group Limited. 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Little is known about the amount or content of LCC messages users see or share on social media, a popular communication medium among youth and communities of colour.MethodsKeyword rules were used to collect tweets related to LCCs from the Twitter Firehose posted in October 2014 and March–April 2015. Tweets were coded for promotional content, brand references, co-use with marijuana and subculture references (eg, rap/hip-hop, celebrity endorsements) and were classified as commercial and ‘organic’/non-commercial using a combination of machine learning methods, keyword algorithms and human coding. Metadata associated with each tweet were used to categorise users as influencers (1000 and more followers) and regular users (under 1000 followers).ResultsKeyword filters captured over 4 372 293 LCC tweets. Analyses revealed that 17% of account users posting about LCCs were influencers and 1% of accounts were overtly commercial. Influencers were more likely to mention LCC brands and post promotional messages. Approximately 83% of LCC tweets contained references to marijuana and 29% of tweets were memes. Tweets also contained references to rap/hip-hop lyrics and urban subculture.ConclusionsTwitter is a major information-sharing and marketing platform for LCCs. Co-use of tobacco and marijuana is common and normalised on Twitter. The presence and broad reach of LCC messages on social media warrants urgent need for surveillance and serious attention from public health professionals and policymakers. Future tobacco use prevention initiatives should be adapted to ensure that they are inclusive of LCC use.</description><subject>Adolescent</subject><subject>African Americans</subject><subject>Hispanic Americans</subject><subject>Humans</subject><subject>Marijuana Smoking - epidemiology</subject><subject>Marketing - methods</subject><subject>Research Paper</subject><subject>Smoking - epidemiology</subject><subject>Social Media - statistics &amp; numerical data</subject><subject>Tobacco Products - statistics &amp; numerical data</subject><subject>Urban Population</subject><issn>0964-4563</issn><issn>1468-3318</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>9YT</sourceid><sourceid>ACMMV</sourceid><sourceid>EIF</sourceid><recordid>eNqVkc1O3DAUha0KVIZpX6GyWLEJ9Y1_ErOoVKG2VBqJBcPatZM7TJATg-1h1B2P0b4eT0KGAQRL5IUt3e-ce6xDyAGwIwCuvubgbNOEJgw5Bl-UDFTBJGdafCATEKouOId6h0yYVqIQUvE9sp_SFWPAKwkfyV5ZKV1pCRPy5_7u3_kaMWOk86UdqKXn6y4tMd7f_T-mtg-rIVM7tDQvscdEw4L6LmePtOkubXwcPb467wPdZMJREAY6X48Yxk9kd2F9ws9P95Rc_PwxPzktZme_fp98nxVOVGUuoCklQqUq0WLrmGg5trLi9fhTBxa4VVbqBW-d4k6gVE6AEtxVTqPWtkY-Jd-2vtcr12PbjCmi9eY6dr2Nf02wnXk7GbqluQy3RjKtS2CjweGTQQw3K0zZ9F1q0Hs7YFglAzWX4xF8gx5v0SaGlCIuXtYAM5uKzNuKzKYis61oFH95HfRF-tzJCMgt4Pqr9xg_AB7pp-k</recordid><startdate>201610</startdate><enddate>201610</enddate><creator>Kostygina, Ganna</creator><creator>Tran, Hy</creator><creator>Shi, Yaru</creator><creator>Kim, Yoonsang</creator><creator>Emery, Sherry</creator><general>BMJ Publishing Group</general><scope>9YT</scope><scope>ACMMV</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201610</creationdate><title>‘Sweeter Than a Swisher’: amount and themes of little cigar and cigarillo content on Twitter</title><author>Kostygina, Ganna ; Tran, Hy ; Shi, Yaru ; Kim, Yoonsang ; Emery, Sherry</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b472t-1c25e17674dedb04d3ed5738bacb1a13a6a59f3db63b4e56b41643b7b9e99a8e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adolescent</topic><topic>African Americans</topic><topic>Hispanic Americans</topic><topic>Humans</topic><topic>Marijuana Smoking - epidemiology</topic><topic>Marketing - methods</topic><topic>Research Paper</topic><topic>Smoking - epidemiology</topic><topic>Social Media - statistics &amp; numerical data</topic><topic>Tobacco Products - statistics &amp; numerical data</topic><topic>Urban Population</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kostygina, Ganna</creatorcontrib><creatorcontrib>Tran, Hy</creatorcontrib><creatorcontrib>Shi, Yaru</creatorcontrib><creatorcontrib>Kim, Yoonsang</creatorcontrib><creatorcontrib>Emery, Sherry</creatorcontrib><collection>BMJ Open Access Journals</collection><collection>BMJ Journals:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Tobacco control</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kostygina, Ganna</au><au>Tran, Hy</au><au>Shi, Yaru</au><au>Kim, Yoonsang</au><au>Emery, Sherry</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>‘Sweeter Than a Swisher’: amount and themes of little cigar and cigarillo content on Twitter</atitle><jtitle>Tobacco control</jtitle><addtitle>Tob Control</addtitle><date>2016-10</date><risdate>2016</risdate><volume>25</volume><issue>Suppl 1</issue><spage>i75</spage><epage>i82</epage><pages>i75-i82</pages><issn>0964-4563</issn><eissn>1468-3318</eissn><abstract>ObjectiveDespite recent increases in little cigar and cigarillo (LCC) use—particularly among urban youth, African-Americans and Latinos—research on targeted strategies for marketing these products is sparse. Little is known about the amount or content of LCC messages users see or share on social media, a popular communication medium among youth and communities of colour.MethodsKeyword rules were used to collect tweets related to LCCs from the Twitter Firehose posted in October 2014 and March–April 2015. Tweets were coded for promotional content, brand references, co-use with marijuana and subculture references (eg, rap/hip-hop, celebrity endorsements) and were classified as commercial and ‘organic’/non-commercial using a combination of machine learning methods, keyword algorithms and human coding. Metadata associated with each tweet were used to categorise users as influencers (1000 and more followers) and regular users (under 1000 followers).ResultsKeyword filters captured over 4 372 293 LCC tweets. Analyses revealed that 17% of account users posting about LCCs were influencers and 1% of accounts were overtly commercial. Influencers were more likely to mention LCC brands and post promotional messages. Approximately 83% of LCC tweets contained references to marijuana and 29% of tweets were memes. Tweets also contained references to rap/hip-hop lyrics and urban subculture.ConclusionsTwitter is a major information-sharing and marketing platform for LCCs. Co-use of tobacco and marijuana is common and normalised on Twitter. The presence and broad reach of LCC messages on social media warrants urgent need for surveillance and serious attention from public health professionals and policymakers. Future tobacco use prevention initiatives should be adapted to ensure that they are inclusive of LCC use.</abstract><cop>England</cop><pub>BMJ Publishing Group</pub><pmid>27697951</pmid><doi>10.1136/tobaccocontrol-2016-053094</doi><oa>free_for_read</oa></addata></record>
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subjects Adolescent
African Americans
Hispanic Americans
Humans
Marijuana Smoking - epidemiology
Marketing - methods
Research Paper
Smoking - epidemiology
Social Media - statistics & numerical data
Tobacco Products - statistics & numerical data
Urban Population
title ‘Sweeter Than a Swisher’: amount and themes of little cigar and cigarillo content on Twitter
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