Stress Level Assessment by a Multi-Parametric Wearable Platform: Relevance of Different Physiological Signals

IF 6.9 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Beatrice De Marchi, Endi Agovi, Andrea Aliverti
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Abstract

In contemporary society, where chronic stress is increasingly prevalent, this study aims to propose a multi-parametric wearable platform suitable for real-life monitoring and to validate its ability to acquire four physiological signals relevant for the stress response (electrocardiogram, respiration, galvanic skin response, photoplethysmogram). Secondly, it seeks to conduct a statistical analysis on the derived features both to identify the physiological signals necessary for a comprehensive analysis of the stress response and to understand the distinct contribution of each one. The results obtained revealed at least two statistically significant features from each of the physiological signals considered, confirming the importance of a multi-parametric approach for an accurate stress response analysis. Additionally, the proposed statistical hypotheses allowed to determine how each physiological signal contributes differently to characterize various aspects of the stress response. For these reasons, this study could represent a benchmark for future investigations aiming to classify the stress response.

Abstract Image

通过多参数可穿戴平台评估压力水平:不同生理信号的相关性
在慢性压力日益普遍的当代社会,本研究旨在提出一种适用于现实生活监测的多参数可穿戴平台,并验证其获取与压力反应相关的四种生理信号(心电图、呼吸、皮肤电刺激反应、血压计)的能力。其次,它试图对得出的特征进行统计分析,以确定全面分析应激反应所需的生理信号,并了解每个信号的独特贡献。研究结果表明,每个生理信号中至少有两个具有统计意义的特征,这证实了多参数方法对准确分析应激反应的重要性。此外,所提出的统计假设还有助于确定每种生理信号在描述应激反应各方面特征时的不同作用。因此,这项研究可以作为今后旨在对应激反应进行分类的研究的基准。
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来源期刊
Information Systems Frontiers
Information Systems Frontiers 工程技术-计算机:理论方法
CiteScore
13.30
自引率
18.60%
发文量
127
审稿时长
9 months
期刊介绍: The interdisciplinary interfaces of Information Systems (IS) are fast emerging as defining areas of research and development in IS. These developments are largely due to the transformation of Information Technology (IT) towards networked worlds and its effects on global communications and economies. While these developments are shaping the way information is used in all forms of human enterprise, they are also setting the tone and pace of information systems of the future. The major advances in IT such as client/server systems, the Internet and the desktop/multimedia computing revolution, for example, have led to numerous important vistas of research and development with considerable practical impact and academic significance. While the industry seeks to develop high performance IS/IT solutions to a variety of contemporary information support needs, academia looks to extend the reach of IS technology into new application domains. Information Systems Frontiers (ISF) aims to provide a common forum of dissemination of frontline industrial developments of substantial academic value and pioneering academic research of significant practical impact.
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