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Folly Beach Library
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Wando Mount Pleasant Library
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Village Library
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St. Paul's/Hollywood Library
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Otranto Road Library
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Mt. Pleasant Library
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McClellanville Library
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Keith Summey North Charleston Library
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John's Island Library
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Hurd/St. Andrews Library
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Miss Jane's Building (Edisto Library Temporary Location)
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Dorchester Road Library
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John L. Dart Library
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Phone: (843) 722-7550
Baxter-Patrick James Island
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Phone: (843) 805-6930
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Combining Crowd-Sourcing and Automated Content Methods to Improve Estimates of Overall Media Coverage: Theme Mentions in E-cigarette and Other Tobacco Coverage.
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- Author(s): Gibson LA;Gibson LA; Siegel L; Siegel L; Kranzler E; Kranzler E; Volinsky A; Volinsky A; O'Donnell MB; O'Donnell MB; Williams S; Williams S; Yang Q; Yang Q; Kim Y; Kim Y; Binns S; Binns S; Tran H; Tran H; Maidel Epstein V; Maidel Epstein V; Leffel T; Leffel T; Jeong M; Jeong M; Liu J; Liu J; Lee S; Lee S; Emery S; Emery S; Hornik RC; Hornik RC
- Source:
Journal of health communication [J Health Commun] 2019; Vol. 24 (12), pp. 889-899. Date of Electronic Publication: 2019 Nov 13.- Publication Type:
Journal Article; Research Support, N.I.H., Extramural- Language:
English - Source:
- Additional Information
- Source: Publisher: Taylor & Francis Country of Publication: United States NLM ID: 9604100 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1087-0415 (Electronic) Linking ISSN: 10810730 NLM ISO Abbreviation: J Health Commun
- Publication Information: Publication: Apr./June 1998- : Philadelphia : Taylor & Francis
Original Publication: Washington, DC : Taylor & Francis, c1996- - Subject Terms:
- Abstract: Exposure to media content can shape public opinions about tobacco. Accurately describing content is a first step to showing such effects. Historically, content analyses have hand-coded tobacco-focused texts from a few media sources which ignored passing mention coverage and social media sources, and could not reliably capture over-time variation. By using a combination of crowd-sourced and automated coding, we labeled the population of all e-cigarette and other tobacco-related (including cigarettes, hookah, cigars, etc.) 'long-form texts' (focused and passing coverage, in mass media and website articles) and social media items (tweets and YouTube videos) collected May 2014-June 2017 for four tobacco control themes. Automated coding of theme coverage met thresholds for item-level precision and recall, event validation, and weekly-level reliability for most sources, except YouTube. Health, Policy, Addiction and Youth themes were frequent in e-cigarette long-form focused coverage (44%-68%), but not in long-form passing coverage (5%-22%). These themes were less frequent in other tobacco coverage (long-form focused (13-32%) and passing coverage (4-11%)). Themes were infrequent in both e-cigarette (1-3%) and other tobacco tweets (2-4%). Findings demonstrate that passing e-cigarette and other tobacco long-form coverage and social media sources paint different pictures of theme coverage than focused long-form coverage. Automated coding also allowed us to code the amount of data required to estimate reliable weekly theme coverage over three years. E-cigarette theme coverage showed much more week-to-week variation than did other tobacco coverage. Automated coding allows accurate descriptions of theme coverage in passing mentions, social media, and trends in weekly theme coverage.
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Tob Control. 2016 Oct;25(Suppl 1):i75-i82. (PMID: 27697951) - Grant Information: P50 CA179546 United States CA NCI NIH HHS
- Publication Date: Date Created: 20191114 Date Completed: 20200921 Latest Revision: 20231213
- Publication Date: 20240628
- Accession Number: PMC9173594
- Accession Number: 10.1080/10810730.2019.1682724
- Accession Number: 31718524
- Source:
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