Related Experiment Video
Updated: Mar 27, 2026

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
Published on: June 16, 2018
A Dataset of University Students' Stress and Anxiety Levels based on Questionnaires and Wearable Sensors
Enrique Garcia-Ceja1, Joanna Alvarado-Uribe2,3, Ponciano Jorge Escamilla-Ambrosio4
1Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, 64849, Mexico. enrique.gc@tec.mx.
Abstract:
Mental health issues such as stress and anxiety are highly prevalent among university students, often affecting their academic performance and overall well-being. Understanding these conditions through objective, real-world data is essential for developing effective monitoring and intervention strategies. We present a multimodal dataset that captures students' daily stress and anxiety levels through self-reports and wearable sensor data. The dataset was collected during one academic semester (February-July 2025) from undergraduate volunteers at two Mexican universities. Participants provided daily ratings of stress and anxiety using a mobile application, while Fitbit Inspire 3 devices continuously recorded physiological and behavioral data including heart rate variability, sleep quality, oxygen saturation, stress score, physical activity, and step count. The dataset features over 80% questionnaire compliance and validated Fitbit measurements. This dataset addresses the scarcity of public, ecologically valid datasets on student mental health and enables reproducible research and analyses in affective computing, wearable sensing, and machine learning for stress and anxiety monitoring.
More Related Videos
10:45A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018
07:32Use of Galvanic Skin Responses, Salivary Biomarkers, and Self-reports to Assess Undergraduate Student Performance During a Laboratory Exam Activity
Published on: February 10, 2016
Related Concept Videos
Psychological Responses to Stress
Stress Concentrations
Stress Concentrations
The stress...
Introduction to Stress and Lifestyle
General State of Stress
Specifically, consider a tetrahedral element where one face, labeled XYZ, is perpendicular to the line OA, and the remaining faces align with the coordinate axes with point O as the origin. At any point, such as point O, the stress tensor can be used to determine the stress...
Components of Stress
Interestingly, the hidden cube faces also experience these stresses, equal and...