Tracking e-cigarette use in real time with wearable sensors

Measuring E-cigarette Use in Real Time via Wearable Sensor

NIH-funded research State University of New York at Buffalo · NIH-11058061

This study is looking at how young people use e-cigarettes by using special sensors to track their habits in real time, so we can better understand their usage and help create better ways to prevent and stop e-cigarette use among youth.

Quick facts

Grant typeR21 grant
Study typeNIH-funded research
Funding institutionState University of New York at Buffalo NIH-funded
Lab location1 site (Amherst, United States)
Project IDNIH-11058061 on NIH RePORTER

What this research studies

This research aims to understand how young people use e-cigarettes by employing wearable sensors that can accurately measure their usage patterns in real time. By utilizing advanced technology, the study seeks to overcome the limitations of self-reported surveys, which can be biased or inaccurate. The goal is to gather precise data on the frequency and intensity of e-cigarette use among youth, which will help in developing effective prevention and cessation strategies. This approach focuses on a vulnerable population that is at risk of developing serious health issues related to e-cigarette use.

Who could benefit from this research

Good fit: Ideal candidates for this research are young individuals, particularly high school and middle school students, who are current e-cigarette users.

Not a fit: Patients who do not use e-cigarettes or are outside the age range of the targeted youth population may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to improved strategies for preventing and reducing e-cigarette use among young people, ultimately enhancing public health.

How similar studies have performed: While there have been studies on e-cigarette use, this approach using wearable sensors for real-time tracking is relatively novel and has not been extensively tested.

Where this research is happening

Amherst, United States

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.