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Brief Report

THC vape use patterns and device features: Observations from user-posted videos

[version 1; peer review: awaiting peer review]
PUBLISHED 27 Nov 2025
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REVIEWER STATUS AWAITING PEER REVIEW

Abstract

Background

Tetrahydrocannabinol (THC) vaping has become increasingly prevalent, yet available empirical data on puffing behavior during THC vape use remain limited. This study aimed to characterize the puff duration of people who use THC vapes by analyzing publicly available YouTube videos. Additional observations included device type, liquid composition, and notable user behaviors.

Methods

YouTube was systematically searched using predefined search terms related to THC vaping. Videos published between 2018 and 2024 were screened for inclusion based on clear visibility of puffing events. A total of 100 videos were included in the analysis. Puff initiation and termination were defined by visible facial muscle contraction and relaxation, respectively. Puff duration was determined using frame-by-frame analysis.

Results

The mean puff duration obtained from 456 analyzed puffs was 3.68 seconds with no significant differences between cartridge and disposable devices (p =0.1). Behavioral observations included engagement in extended puffing, coughing, and subjective description of aerosol harshness and flavor.

Conclusions

The observed puff durations during THC vape use closely aligned with those previously reported for electronic nicotine delivery systems (ENDS), suggesting that ENDS puffing regimens may be appropriate for preliminary emissions testing of THC vape products. However, distinct user behaviors reported in this study highlight the need for THC vape specific protocols that reflect real-word use patterns.

Keywords

THC, vaping, puff duration

Introduction

The use of tetrahydrocannabinol vapes (THC vapes) has become widespread across diverse populations. For example, past month use prevalence was found to be 12.8% among 13–17-year-olds in New England,1 and 21.3% among electronic nicotine delivery system (ENDS) users aged 11-18 in a US nationally representative sample.2 This sustained level of THC vaping is particularly notable following the 2019 outbreak of vaping-associated lung injuries, where most affected individuals reported using THC-containing products.3

For many years, laboratories have used standardized puffing regimens to assess toxicant emissions from tobacco products.46 Because toxicant yields are highly sensitive to puffing parameters,7,8 knowledge of device-specific puffing behaviors is essential for accurate emissions testing. However, such information for THC vaping devices remains limited. Emerging studies have either applied ENDS puffing regimens,9 or used protocols developed for cannabis joints,10 yet it remains unclear whether these regimens reflect actual use patterns for THC vapes.

To address this gap, we examined puff topography associated with THC vaping by analyzing publicly posted YouTube videos. We focused primarily on puff duration, while also documenting device types, liquid composition, and notable user behaviors.

Methods

We identified THC vape review videos and extracted information regarding device type, liquid composition, user behaviors, and puff duration.

Video sourcing and screening

We used the search terms “THC e-cigarette review,” “THC cartridge review,” “E-cig THC,” “THC vape unboxing,” and “THC vape review.” Inclusion criteria required videos to feature at least one individual visibly using a THC vaping device and to be published between 2018 and 2024. Videos were excluded if the vaping process was obscured by special effects, altered speeds, or interruptions. If a video featured multiple products, puff duration was analyzed separately for each. When two people used the same device, their data were grouped as a single dataset. We analyzed the first 100 videos that met these criteria.

Puff duration measurement

Videos were sorted chronologically by sourcing date and analyzed directly on YouTube using a frame-by-frame tool. The frame rate for each video was determined, and the number of frames per puff was converted to seconds.

Puff initiation was defined by visible facial muscle contraction after device insertion; puff termination was defined by facial muscle relaxation or device removal, whichever occurred first. When devices included a light indicator, its activation coincided with facial contraction, supporting the method’s reliability. Consecutive puffs separated by less than 0.5 seconds were combined.

One research team member measured puff duration for all videos. To assess reliability, a second member, blinded to the first member’s results, independently analyzed 25 randomly selected videos.

Other information recorded

We documented product type and liquid composition, based on visible labels or, when absent, manufacturer or reseller websites located via Google Image Search. During video analysis, we also recorded instances of coughing, double-puffing, and attempts to trigger a device’s puff time limiter (i.e., the “blinker challenge”).

Statistical analysis

Descriptive statistics (mean, median, interquartile range, minimum, and maximum) were used to summarize puff durations by device type. Independent t-tests were applied to compare cartridge and disposable products, and paired t-tests were used to assess interrater reliability in the reanalyzed subset. Statistical significance was set at p < 0.05.

Results

In typical videos, reviewers unboxed and presented the device, took one or more puffs, and described the effects experienced. Devices were either pre-filled cartridges designed for external batteries or disposables combining battery and cartridge (see Figure 1). Reviewers prioritized describing cannabinoid and terpene composition, with delta-8 THC being most frequently reported. Other THC types mentioned included THCP, THCA, THCO, and delta-10.

a7b12b3e-7bc7-452d-92a5-03bd7a190839_figure1.gif

Figure 1. Representative THC vaping devices observed in the analyzed YouTube videos, categorized as cartridge-based systems requiring external batteries (left) and disposable all-in-one units (right).

Presenters often took short, rapid succession clearing puffs before inhalation. In disposable devices, several attempted the “blinker challenge,” drawing until the device’s LED light blinked to signal the puff duration limit. They frequently commented on vapor harshness and expressed a preference for smooth aerosols, describing flavors as “sweet,” “earthy,” or “cannabis-like.” Coughing after inhalation was common. After vaping, presenters assessed the intensity and onset speed of the psychoactive effects. Of the 98 individuals observed, 87 appeared to be male.

Across the 100 videos, 456 puffs were analyzed. Puff durations ranged from 0.12 to 18.01 seconds, with a mean of 3.68 seconds. The 25th percentile puff duration was 1.85 seconds, the median was 2.94 seconds, and the 75th percentile was 4.39 seconds. In the subset of 25 randomly selected videos, the second rater recorded a mean puff duration of 3.85 seconds compared to 3.68 seconds for the original rater; paired t-test analysis showed no statistically significant difference (p = 0.7). Table 1 summarizes puff durations by device type. No statistically significant difference in puff duration was found between cartridge and disposable products (p = 0.1). The raw data supporting these findings, including puff duration measurements from 100 publicly available YouTube videos and the reanalysis of 25 randomly selected videos by a second rater to assess measurement reliability, are available in the Mendeley Data repository.11

Table 1. Measured puff duration (sec) using video frame analysis.

Q1: first quartile (25th percentile); Q3: third quartile (75th percentile).

CartridgeDisposable All products
N 5842100
Average 3.873.453.68
Median 3.232.692.94
Q1 2.061.631.85
Q3 4.434.354.39
Minimum 0.120.570.12
Maximum 18.011218.01

Discussion

This study was conducted to address the lack of empirical data regarding puff duration during the use of cannabis vaping products, a critical factor for laboratory toxicant emissions testing. A secondary aim was to explore product attributes valued by users. By analyzing 100 YouTube videos of cannabis vape product reviews posted between 2018 and 2024, we were able to characterize puff topography and user preferences in a real-world context.

Our findings revealed a mean puff duration of 3.68 ± 2.66 seconds across 456 puffs. These results align closely with prior research.12 Self-reported puff duration data from an online survey completed by 557 respondents (75% identified as male), with a mean puff duration of 5.1 ± 2.5 seconds among the 293 individuals who vaped cannabis liquids. In a separate study, Smith et al. (2024)13 directly measured puff topography from 9 participants over two weeks using a cannabis oil vaping device (Gram1™) equipped with an integrated puff counter and puff duration sensor, finding individual mean puff durations ranging from 2.20 to 6.95 seconds, with a population mean of 4.06 seconds. Importantly, the mean puff duration identified in our study is also comparable to those documented for users of electronic nicotine delivery systems (ENDS). For instance, Hua et al. (2013)14 reported a mean puff duration of 4.3 ± 1.5 seconds in a sample of 64 individuals, and clinical studies of ENDS users have documented mean durations between 3.5 ± 1.4 seconds15 and 4.16 ± 1.06 seconds.16

These similarities suggest that existing ENDS puffing regimens may offer a reasonable initial model for laboratory emissions testing of THC vaping products. However, further research tailored specifically to cannabis vapes is warranted to confirm this applicability, given differences in device design, liquid composition, and pharmacology.

A notable limitation of this study is the underrepresentation of female users among the video presenters: 87 of the 98 individuals appeared male. This demographic imbalance contrasts with recent survey data showing comparable past-month THC vape use rates between women (39.9%) and men (38.1%),17 suggesting limits to generalizability. Additional limitations include potential selection bias inherent to analyzing public video content, variability in video quality, and reliance on visual indicators of puff events.

Qualitative observations from the video analyses provided further insights into user priorities. Presenters frequently emphasized the importance of flavor characteristics, throat hit smoothness, and the rapid onset and intensity of pharmacological effects. Additionally, the “blinker challenge,” in which users attempt to trigger a device’s maximum puff duration limit, emerged as a common behavioral feature. This suggests that device features may function similarly to “Easter eggs”, hidden features that reward users with a sense of achievement for longer puffs and, consequently, higher drawn doses. This phenomenon warrants further investigation given its potential implications for user exposure and behavior.

In conclusion, this study contributes empirical data on THC vaping behaviors and emphasizes the need for laboratory protocols that accurately reflect real-world usage patterns.

Ethical considerations

This study did not involve human participants recruitment, or identifiable private information and therefore did not require ethical approval or informed consent. All data were obtained from publicly accessible YouTube videos that are freely available for viewing without restriction. No personal or identifiable information about individuals was collected, recorded, or analyzed. The study adhered to the ethical principles of using publicly available data for research and complies with F1000Research editorial policies.

Reporting guidelines

Mendeley Data. STROBE checklist for ‘THC vape use patterns and device features: Insights from user-posted videos’. DOI: 10.17632/sbzz2hj3xb.1. https://data.mendeley.com/datasets/sbzz2hj3xb/1.18

Data are available under the terms of the Creative Commons Zero “No rights reserved” data waiver (CC0 1.0 Public domain dedication).

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Shihadeh L, Fares H and El Hourani M. THC vape use patterns and device features: Observations from user-posted videos [version 1; peer review: awaiting peer review]. F1000Research 2025, 14:1325 (https://doi.org/10.12688/f1000research.172683.1)
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ApprovedThe paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approvedFundamental flaws in the paper seriously undermine the findings and conclusions

Comments on this article Comments (0)

Version 1
VERSION 1 PUBLISHED 27 Nov 2025
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Alongside their report, reviewers assign a status to the article:
Approved - the paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations - A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approved - fundamental flaws in the paper seriously undermine the findings and conclusions
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