Smart Vape Detection in Schools for Mitigating Student ECigarette Use

🚨New paper published by members of our team including Bob Sharon, Prof Lindy Burton and D/Prof Lidia Morawska. This paper titled, “Smart Vape Detection in...

🚨New paper published by members of our team including Bob Sharon, Prof Lindy Burton and D/Prof Lidia Morawska.

This paper titled, “Smart Vape Detection in Schools for Mitigating Student ECigarette Use” is published in International Journal of Environmental Research and Public Health.

Adolescent vaping has become a persistent health and behavioural challenge in schools, yet many institutions lack reliable tools to detect and respond to concealed e-cigarette use. This study addresses this problem by evaluating the real-world performance of a low-cost “Internet of Things” (IoT) vape detection system deployed across 37 high-risk restroom and change-room locations at a large Australian Independent school.

The aim was to determine whether an IoT-based environmental monitoring platform could accurately identify vaping events, support timely staff intervention, and provide actionable insights into student behaviour patterns. Highlights from the paper include:

Public health relevance — How does this work relate to a public health issue?
👉 Youth vaping has emerged as a significant public health concern, particularly in school environments where exposure to e-cigarette aerosols can occur in confined indoor spaces.
👉 Monitoring IAQ in high-risk school locations, such as restrooms, may provide new approaches for identifying and responding to vaping behaviour.

Public health significance — Why is this work of significance to public health?
👉 This study presents a real-world deployment of environmental sensors across multiple school restrooms to detect aerosol signatures associated with vaping events.
👉 The results demonstrate that e-cigarette use generates rapid spikes in particulate matter concentrations that can be detected using low-cost indoor air quality monitoring systems.

Public health implications — What are the key implications or messages for practitioners, policy makers and/or researchers in public health?
👉 Environmental monitoring systems may assist schools in identifying vaping activity and implementing targeted prevention or response strategies.
👉 Effective deployment requires integration of sensor systems with clear governance, response protocols, and stakeholder engagement to ensure that monitoring data leads to meaningful action.

đź”—Read the paper here: https://doi.org/10.3390/ijerph23040501

Australian Research Council (ARC), QUT (Queensland University of Technology)

The ARC Training Centre for Advanced Building Systems Against Airborne Infection Transmission is funded by the Australian Government and industry partners through the Australian Research Council Industrial Transformation Training Centre Program.