Evidence map›Paper›PMID 35742315›Full record

ArticleInternational journal of environmental research and public health2022

The Impact of Influencers on Cigar Promotions: A Content Analysis of Large Cigar and Swisher Sweets Videos on TikTok.

Jiaxi Wu, Alyssa F Harlow, Derry Wijaya, Micah Berman, Emelia J Benjamin, Ziming Xuan, Traci Hong, Jessica L Fetterman

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
27.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 20 citations in OpenAlex.

  1. Trial
  2. E-cigarette and Cannabis in Social Media Influencer Marketing and Its Effect on Adolescents: A Survey-Based Experiment.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
    Article
  3. Article
  4. Demographic Trends in E-Cigarette Social Media Marketing: Perceiving Gender Presentation and Facial Age Via Computer Vision.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 1 country.

Jiaxi WuCollege of Communication, Boston University, Boston, MA 02215, USA.ORCID 0000-0001-5004-9492
Alyssa F HarlowDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA.
Derry WijayaDepartment of Computer Science, Boston University, Boston, MA 02215, USA.
Micah BermanCollege of Public Health & Moritz College of Law, The Ohio State University, Columbus, OH 43210, USA.
Emelia J BenjaminNational Heart, Lung, and Blood Institute's Framingham Heart Study, Framingham, MA 20892, USA.ORCID 0000-0003-4076-2336
Ziming XuanDepartment of Community Health Sciences, School of Public Health, Boston University, Boston, MA 02118, USA.
Traci HongCollege of Communication, Boston University, Boston, MA 02215, USA.ORCID 0000-0001-9107-1880
Jessica L FettermanEvans Department of Medicine, Whitaker Cardiovascular Institute, School of Medicine, Boston University, Boston, MA 02118, USA.ORCID 0000-0002-9286-7538
Boston University · USThe Ohio State University · USUniversity of Southern California · US

Funding

IDENTIFICATION OF COMMON GENETIC VARIANTS FOR ATRIAL FIBRILLATION AND PR INTERVALR01HL092577 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI BENJAMIN, EMELIA J., ELLINOR, PATRICK THOMAS · 2009 to 2025
$20.6M
Relations of Mitochondrial Genetic Variation and Function with Atrial FibrillationK01HL143142 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI FETTERMAN, JESSICA L · 2019 to 2023
$757k
National Heart Lung and Blood Institute U54HL120163NHLBI NIH HHS K01 HL143142NIH HHS R01HL092577
6 · The paper itself

Abstract

Little is known about the content, promotions, and individuals in cigar-related videos on TikTok. TikTok videos with large cigar and Swisher Sweets-related hashtags between July 2016 and September 2020 were analyzed. Follower count was used to identify influencers. We compared content characteristics and demographics of featured individuals between cigar types, and by influencer status. We also examined the association between content characteristics and video engagement. Compared to large cigar videos, Swisher Sweets videos were more likely to feature arts and crafts with cigar packages, cannabis use, and flavored products. In addition, Swisher Sweets videos were also more likely to feature females, Black individuals, and younger individuals. Both Swisher Sweets and large cigar influencers posted more videos of cigar purchasing behaviors than non-influencers, which was associated with more video views. None of the videos disclosed sponsorship with #ad or #sponsored. Videos containing the use of cigar packages for arts and crafts, and flavored products highlight the importance of colorful packaging and flavors in the appeal of Swisher Sweets cigars, lending support for plain packaging requirements and the prohibition of flavors in cigar products to decrease the appeal of cigars. The presence and broad reach of cigar promotions on TikTok requires stricter enforcement of anti-tobacco promotion policies.

Indexed as

CannabisSocial MediaTobacco ProductsConsumer BehaviorFemaleHumansProduct Packagingcigarsflavored cigarsinfluencer promotionlittle cigarssocial mediaSwisher SweetsTikTok

Identifiers

PMID35742315
PMCPMC9222503
OpenAlexW4281775801

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.