학술논문

Smartphone-Based Wellness Assessment Using Mobile Environmental Sensors
Document Type
Periodical
Source
IEEE Systems Journal Systems Journal, IEEE. 15(2):1989-1999 Jun, 2021
Subject
Components, Circuits, Devices and Systems
Computing and Processing
Temperature sensors
Correlation
Medical services
Servers
Mental health
Bluetooth low energy (BLE)
data correlation
mobile devices
smartphone
wellness assessment
Language
ISSN
1932-8184
1937-9234
2373-7816
Abstract
Mental health and general wellness are becoming a growing concern in our society. Environmental factors contribute to mental illness and have the power to affect a person's wellness. This article presents a smartphone-based wellness assessment system and examines if there is any correlation with one's environment and their wellness. The introduced system was initiated in response to a growing need for individualized and independent mental health care and evaluated through experimentation. The participants were given an Android smartphone and a mobile sensor board and they were asked to complete a brief psychological survey three times per day. During the survey completion, the board in their possession is reading environmental data. The five environmental variables collected are temperature, humidity, air pressure, luminosity, and noise level. Upon submission of the survey, the results of the survey and the environmental data are sent to a server for further processing. Three experiments with 62 participants in total have been completed. The correlation most regularly deemed statistically significant was that of light and audio and stress.