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A Smartphone-based Wellness Assessment Using Mobile Environmental Sensors

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Title: A Smartphone-based Wellness Assessment Using Mobile Environmental Sensors
Author: McLeod, Katherine Harris
Department: School of Engineering
Program: Engineering
Advisor: Spachos, Petros
Abstract: This thesis presents the results and correlation analysis of experiments on a system designed to assess an individual's wellness using mobile environmental sensors. The system uses Bluetooth Low Energy to communicate sensor data from an Internet of Things device to a mobile application designed for this system. Participants were given a smartphone application presenting a psychological survey three times per day. A device in their possession reads environmental data for five variables: temperature, humidity, air pressure, luminosity, and noise. The first experiment, with eight participants over five days, saw statistically significant moderate correlation between several variables and stress/distress. The second experiment had 20 participants for 10 days. While no moderate-high correlation was determined, the highest of the statistically significant correlations were for light, noise, and number of people present. A third experiment of 34 people over 5 days saw similarly weak coefficients, but statistical significance for the noise variable.
URI: http://hdl.handle.net/10214/16002
Date: 2019-05
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