Department of Pharmaceutical Care and Health Systems, College of Pharmacy, University of Minnesota, Twin Cities, Minnesota, United States of America.
Department of Psychiatry, University of Minnesota, Twin Cities, Minnesota, United States of America.
PLoS One. 2020 Mar 25;15(3):e0229942. doi: 10.1371/journal.pone.0229942. eCollection 2020.
Psychosocial stress is a major risk factor for morbidity and mortality related to a wide range of health conditions and has a significant negative impact on public health. Quantifying exposure to stress in the naturalistic environment can help to better understand its health effects and identify strategies for timely intervention. The objective of the current project was to develop and test the infrastructure and methods necessary for using wearable technology to quantify individual response to stressful situations and to determine if popular and accessible fitness trackers such as Fitbit® equipped with an optical heart rate (HR) monitor could be used to detect physiological response to psychosocial stress in everyday life. The participants in this study were University of Minnesota students (n = 18) that owned a Fitbit® tracker and had at least one upcoming examination. Continuous HR and activity measurements were obtained during a 7-day observation period containing examinations self-reported by the participants. Participants responded to six ecological momentary assessment surveys per day (~ 2 hour intervals) to indicate occurrence of stressful events. We compared HR during stressful events (e.g., exams) to baseline HR during periods indicated as non-stressful using mixed effects modeling. Our results show that HR was elevated by 8.9 beats per minute during exams and by 3.2 beats per minute during non-exam stressors. These results are consistent with prior laboratory findings and indicate that consumer wearable fitness trackers could serve as a valuable source of information on exposure to psychosocial stressors encountered in the naturalistic environment.
心理社会压力是与广泛健康状况相关的发病率和死亡率的主要危险因素,对公共健康有重大负面影响。在自然环境中量化压力暴露有助于更好地了解其健康影响,并确定及时干预的策略。本项目的目的是开发和测试使用可穿戴技术量化个体对紧张情况的反应的必要基础设施和方法,并确定流行且易于使用的健身追踪器(如配备光学心率 (HR) 监测器的 Fitbit®)是否可用于检测日常生活中的心理社会应激的生理反应。本研究的参与者是明尼苏达大学的学生(n = 18),他们拥有 Fitbit®追踪器,并且至少有一次考试。在包含参与者自我报告的考试的 7 天观察期内,连续获得 HR 和活动测量值。参与者每天回复六次生态瞬时评估调查(约 2 小时间隔),以指示压力事件的发生。我们使用混合效应模型将压力事件(例如考试)期间的 HR 与指示为非压力期间的基线 HR 进行比较。我们的结果表明,考试期间 HR 升高了 8.9 次/分钟,非考试压力源期间升高了 3.2 次/分钟。这些结果与先前的实验室研究结果一致,表明消费者可穿戴健身追踪器可以作为在自然环境中遇到的心理社会压力源暴露的有价值的信息来源。