Influencer Marketing: a Survey-based Experiment
The Impact of Instagram and TikTok Influencer Marketing on Perceptions of E-cigarettes in Young Adults: a Survey-based Experiment
1 other identifier
interventional
1,500
1 country
1
Brief Summary
Young adults (N = 1,500) will participate in the online survey-based experiment. They will be randomly shown 10 videos, featuring influencers promoting e-cigarettes alongside healthy lifestyle activities (experimental group), or a healthy lifestyle activity alone (control). After watching each video, participants will rate perceptions of influencer credibility (i.e., honesty, trustworthiness, knowledge, attractiveness, intelligence, and popularity) on the scale of 0 (e.g., dishonest) to 100 (honest). Among all participants, harm perceptions of e-cigarettes will be assessed. Susceptibility to use e-cigarettes will be assessed among never users. These outcomes will then be compared among participants who perceived influencers as credible and those who perceived influencers as non-credible.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started May 2023
Shorter than P25 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
May 1, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 30, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
June 30, 2023
CompletedFirst Submitted
Initial submission to the registry
May 14, 2024
CompletedFirst Posted
Study publicly available on registry
May 29, 2024
CompletedMay 29, 2024
May 1, 2024
2 months
May 14, 2024
May 22, 2024
Conditions
Outcome Measures
Primary Outcomes (3)
harm perceptions of e-cigarettes
Responses to the question, "Do you think vaping e-cigarettes is harmful to your health?" were measured on a Likert scale, ranging from "definitely yes" (1), "probably yes" (2), to "probably not (3)," "definitely not (4)." The measure represents one validated item from the Population Assessment of Tobacco and Health (PATH).
one-time assessment after the experimental exposure (immediately post-treatment)
Susceptibility to use e-cigarettes
Susceptibility to use e-cigarettes was measured (among never-users of e-cigarettes), using the validated three-item scale adapted from PATH, and combined into one variable (α=0.93). Consistent with prior research, the measure was dichotomized with responses "definitely not" to all items being coded as "not susceptible" and responses "probably not," "probably yes", or "definitely yes" being coded as "susceptible."
one-time assessment after the experimental exposure (immediately post-treatment)
Perceptions of influencer credibility
Perceptions of influencer credibility (i.e., honesty, trustworthiness, knowledge, intelligence, attractiveness, and popularity) were assessed using a 0 (e.g., dishonest) -100 (e.g., honest) scale that has been validated in prior research.
assessed 10 times after each video (during treatment, immediately after each video)
Study Arms (2)
Videos featuring influencers promoting e-cigarettes alongside healthy lifestyle activities
EXPERIMENTALYoung adults were randomly shown 10 videos, featuring influencers promoting e-cigarettes alongside healthy lifestyle activities (experimental group).
Videos featuring influencers showing healthy lifestyle activities
ACTIVE COMPARATORYoung adults were randomly shown 10 videos, featuring influencers promoting healthy lifestyle activity alone (control).
Interventions
Young adults were randomly shown 10 videos, featuring influencers promoting e-cigarettes alongside healthy lifestyle activities (experimental group), or a healthy lifestyle activity alone (control).
Eligibility Criteria
You may qualify if:
- years of age,
- English fluency,
- Current California resident.
- The survey was sampled to be representative by age group (18 to 24) and gender, and was weighted to be representative by age, gender, race, and educational attainment using propensity score weighting.
You may not qualify if:
- Not meeting these criteria:
- years of age,
- English fluency,
- Current California resident.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
YouGov, online
Los Angeles, California, 94102, United States
Related Publications (1)
Vassey J, Vogel EA, Unger JB, Cho J, Bae D, Donaldson SI, Allem JP. Impact of Instagram and TikTok influencer marketing on perceptions of e-cigarettes and perceptions of influencers in young adults: a randomised survey-based experiment. Tob Control. 2025 Feb 13:tc-2024-059021. doi: 10.1136/tc-2024-059021. Online ahead of print.
PMID: 39947698DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- OTHER
- Intervention Model
- FACTORIAL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
May 14, 2024
First Posted
May 29, 2024
Study Start
May 1, 2023
Primary Completion
June 30, 2023
Study Completion
June 30, 2023
Last Updated
May 29, 2024
Record last verified: 2024-05
Data Sharing
- IPD Sharing
- Will not share