JUUL the heartbreaker: Twitter analysis of cardiovascular health perceptions of vaping
被引:6
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Hong, Traci
[1
]
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Wu, Jiaxi
[1
]
Wijaya, Derry
论文数: 0引用数: 0
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Boston Univ, Dept Comp Sci, Boston, MA 02118 USABoston Univ, Coll Commun, Boston, MA 02118 USA
Wijaya, Derry
[2
]
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Xuan, Ziming
[3
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Fetterman, Jessica L.
论文数: 0引用数: 0
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机构:
Boston Univ, Sch Med, Evans Dept Med, Boston, MA 02118 USA
Boston Univ, Whitaker Cardiovasc Inst, Boston, MA 02118 USABoston Univ, Coll Commun, Boston, MA 02118 USA
Fetterman, Jessica L.
[4
,5
]
机构:
[1] Boston Univ, Coll Commun, Boston, MA 02118 USA
[2] Boston Univ, Dept Comp Sci, Boston, MA 02118 USA
[3] Boston Univ, Sch Publ Hlth, Boston, MA 02118 USA
[4] Boston Univ, Sch Med, Evans Dept Med, Boston, MA 02118 USA
[5] Boston Univ, Whitaker Cardiovasc Inst, Boston, MA 02118 USA
INTRODUCTION The public most frequently associates tobacco use solely with pulmonary health risks, despite heart disease being the leading cause of death in smokers. The health perceptions of e-cigarettes, especially cardiovascular health, have not been well studied. We aimed to evaluate the prevalence and health perceptions of tweets related to cardiovascular, pulmonary, and brain health three organ systems for which tobacco use is a major disease risk factor. METHODS We examined the cardiovascular, pulmonary, and brain health perceptions of vaping and JUUL on Twitter, followed by a content analysis of tweets pertaining to the cardiovascular risks. A Twitter firehose API scraped about 6.2 million publicly available tweets from 2015-2019 that contained vaping-related terms, and a separate dataset of about 1.9 million tweets that contained the term JUUL. A quantitative content analysis (n=2145) of tweets was subsequently conducted to assess the health perceptions of vaping and JUUL. Two trained coders independently assessed the posts and Twitter profiles to determine age (<18 or >= 18 years), sex, race, sentiment towards JUUL, and vaping-related topics. RESULTS The majority of tweets containing vaping or JUUL-related terms did not also contain cardiovascular, pulmonary, or brain health terms (97.99% and 96.67%, respectively). Multiple linear regression analysis showed that youth (<18 years), females, non-White individuals, mention of a flavor, and mention of cardiovascular health harm words were associated with more positive sentiments towards JUUL. Pearson's chi-squared analyses indicated that youth were more likely to mention a JUUL flavor. Females and youth were more likely to reference cardiovascular terms with humor. CONCLUSIONS The cardiovascular health risks of vaping are not fully recognized by the public. Vulnerable populations such as youth and females reference JUUL with cardiovascular-related words that downplay the severity of tobacco as a major risk factor for cardiovascular disease.
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Georgetown Univ, Lombardi Comprehens Canc Ctr, Canc Prevent & Control, Washington, DC 20007 USAGeorgetown Univ, Lombardi Comprehens Canc Ctr, Canc Prevent & Control, Washington, DC 20007 USA
Levy, David T.
Sanchez-Romero, Luz Maria
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Georgetown Univ, Lombardi Comprehens Canc Ctr, Canc Prevent & Control, Washington, DC 20007 USAGeorgetown Univ, Lombardi Comprehens Canc Ctr, Canc Prevent & Control, Washington, DC 20007 USA
Sanchez-Romero, Luz Maria
Douglas, Clifford E.
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Univ Michigan, Tobacco Res Network, Ann Arbor, MI 48109 USA
Univ Michigan, Sch Publ Hlth, Ann Arbor, MI 48109 USAGeorgetown Univ, Lombardi Comprehens Canc Ctr, Canc Prevent & Control, Washington, DC 20007 USA
Douglas, Clifford E.
Sweanor, David T.
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Univ Ottawa, Ctr Hlth Law Policy & Eth, Advisory Board, Ottawa, ON, Canada
Univ Ottawa, Fac Law, Ottawa, ON, CanadaGeorgetown Univ, Lombardi Comprehens Canc Ctr, Canc Prevent & Control, Washington, DC 20007 USA
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Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Univ Queensland, Sch Psychol, Brisbane, Qld, AustraliaUniv Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Lim, Carmen C. W.
Gartner, Coral
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机构:Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Gartner, Coral
Connor, Jason P.
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Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Univ Queensland, Discipline Psychiat, Brisbane, Qld, AustraliaUniv Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Connor, Jason P.
Hall, Wayne D.
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Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, AustraliaUniv Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Hall, Wayne D.
Leung, Janni
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Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Univ Queensland, Sch Psychol, Brisbane, Qld, Australia
Univ New South Wales, Natl Drug & Alcohol Res Ctr, Sydney, NSW, AustraliaUniv Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Leung, Janni
Stjepanovic, Daniel
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Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, AustraliaUniv Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
Stjepanovic, Daniel
Chan, Gary C. K.
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Univ Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, AustraliaUniv Queensland, Natl Ctr Youth Substance Use Res, Brisbane, Qld 4072, Australia
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US FDA, Off Unapproved Drugs & Labeling Compliance, CDER, Off Compliance, Silver Spring, MD USAJohns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
Ezeike, Camillus
Turkson-Ocran, Ruth-Alma
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Johns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
Beth Israel Deaconess Med Ctr, Div Gen Med, Boston, MA USAJohns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
Turkson-Ocran, Ruth-Alma
Wenzel, Jennifer
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Johns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
Johns Hopkins Univ Hosp, Sidney Kimmel Comprehens Canc Ctr, Baltimore, MD USA
Johns Hopkins Sch Med, Dept Gen Internal Med, Baltimore, MD 21205 USAJohns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
Wenzel, Jennifer
Cooper, Lisa A.
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Johns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
Johns Hopkins Sch Med, Dept Gen Internal Med, Baltimore, MD 21205 USAJohns Hopkins Sch Nursing, 525 N Wolfe St,Room N530U, Baltimore, MD 21205 USA
机构:
Truth Initiat, Schroeder Inst Tobacco Res & Policy Studies, 900 G St NW,4th Floor, Washington, DC 20001 USATruth Initiat, Schroeder Inst Tobacco Res & Policy Studies, 900 G St NW,4th Floor, Washington, DC 20001 USA
Rose, Shyanika W.
Jo, Catherine L.
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Univ N Carolina, Dept Hlth Behav, Gillings Sch Global Publ Hlth, Chapel Hill, NC 27515 USATruth Initiat, Schroeder Inst Tobacco Res & Policy Studies, 900 G St NW,4th Floor, Washington, DC 20001 USA
Jo, Catherine L.
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Binns, Steven
Buenger, Melissa
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Univ Chicago, Hlth Media Collaboratory, NORC, Chicago, IL 60637 USATruth Initiat, Schroeder Inst Tobacco Res & Policy Studies, 900 G St NW,4th Floor, Washington, DC 20001 USA
Buenger, Melissa
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Emery, Sherry
Ribisl, Kurt M.
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Univ N Carolina, Dept Hlth Behav, Gillings Sch Global Publ Hlth, Chapel Hill, NC 27515 USA
Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27515 USATruth Initiat, Schroeder Inst Tobacco Res & Policy Studies, 900 G St NW,4th Floor, Washington, DC 20001 USA
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Univ Washington, Dept Epidemiol, Seattle, WA USA
Univ Washington, Dept Global Hlth, Seattle, WA USAUniv Washington, Dept Epidemiol, Seattle, WA USA
Fitzpatrick, Annette L.
Steinman, Lesley E.
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Univ Washington, Dept Hlth Serv, Hlth Promot Res Ctr, Seattle, WA 98195 USAUniv Washington, Dept Epidemiol, Seattle, WA USA
Steinman, Lesley E.
Tu, Shin-Ping
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Univ Washington, Dept Med, Div Gen Internal Med, Seattle, WA USAUniv Washington, Dept Epidemiol, Seattle, WA USA
Tu, Shin-Ping
Ly, Kiet A.
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机构:Univ Washington, Dept Epidemiol, Seattle, WA USA
Ly, Kiet A.
Ton, Thanh G. N.
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Univ Washington, Dept Neurol, Seattle, WA 98195 USAUniv Washington, Dept Epidemiol, Seattle, WA USA
Ton, Thanh G. N.
Yip, Mei-Po
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Univ Washington, Dept Med, Div Gen Internal Med, Seattle, WA USAUniv Washington, Dept Epidemiol, Seattle, WA USA
Yip, Mei-Po
Sin, Mo-Kyung
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Seattle Univ, Coll Nursing, Seattle, WA 98122 USAUniv Washington, Dept Epidemiol, Seattle, WA USA