Related Experiment Video
Updated: Jun 25, 2025

Comparing the Effects of Electronic Cigarette Vapor and Cigarette Smoke in a Novel In Vivo Exposure System
Published on: May 24, 2017
Examining the Relationship Between E-Cigarette Status and Wearable Device Use on Physical Activity Levels in U.S.
Gillian Tiralla1, Nauris Tamulevicius1, Mary P Martinasek1
1Depatment of Health Sciences and Human Performance, College of Natural Health Sciences, The University of Tampa, Tampa FL, USA.
Purpose:
The aim of this analysis is to investigate physical activity levels amongst e-cigarette users based on their wearable device use.
Design:
Cross-sectional secondary data analysis using 2017 Behavioral Risk Factor Surveillance Survey (BRFSS).
Setting:
Data from the 2017 BRFSS were used.
Sample:
5,562 U.S. adults (age 18+).
Measures:
Self-reported physical activity related variables from U.S. adults (age 18+).
Analysis:
Separate unadjusted and adjusted linear regression models were performed for each of the dependent variables using survey analysis.
Results:
Non-users of wearable devices and e-cigarettes account for 96.6% (95%CI [95.7, 97.6]) of the sample, whereas users of wearable devices and e-cigarettes account for 3.3% (95%CI [1.2, 5.4]) of the sample. Those who use e-cigarettes participate in almost 50% less vigorous physical activity minutes per week than nonusers, 46 (95%CI [0.43, 91.57]) and 93 (95%CI [80.59, 106.34]) minutes respectively. Individuals who use e-cigarettes and use wearable devices were found to spend significantly more time in total physical activity per week in both the unadjusted and adjusted linear regressions, P = =0.01 and P = =0.04 respectively.
Conclusion:
The use of e-cigarettes, wearable devices, or both technologies may influence the physical activity levels of its users. Additional research is needed to better understand the association between physical activity levels and the usage of these technologies.
More Related Videos
05:59Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
08:39Generation of Electronic Cigarette Aerosol by a Third-Generation Machine-Vaping Device: Application to Toxicological Studies
Published on: August 25, 2018
Related Concept Videos
Stimulants
Cocaine can be administered via snorting, injection, or smoking. It primarily functions by blocking the reuptake of dopamine, resulting in a euphoric high characterized by an intense sensation of happiness and...
Statistical Methods for Analyzing Epidemiological Data
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...