Where does stress happen? Ecological momentary assessment of daily stressors using a mobile phone app

Xing Yao, Erik J. Nelson PhD, Kostas Stavrianakis PhD, Ting-Yen (Tim) Huang MBA, Casey Moran MS, Patrick C. Shih PhD, Evan J. Jordan PhD
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Abstract

Despite the importance of daily stress to individuals' health and wellbeing, few studies have explored where stress happens in real time, that is, dynamic stress processes in different spaces. As such, stress interventions rarely account for the environment in which stress occurs. We used mobile phone based ecological momentary assessment (EMA) to collect daily stress data. Thirty-three participants utilized a mobile-phone-based EMA app to self-report stressors as they went about their daily lives. Geographic coordinates were automatically collected with each stress report. Data from thematic analysis of stressors by location (home, work, work from home, other) were used to determine whether certain stressors were more prevalent in certain environments. Nine daily stressors significantly differed by location. Work-related stress was reported more often at work. Pets, household chores, sleep, and media-related stressors were reported most at home. Physical illnesses, vehicle issues, and safety/security stressors occurred most often while participants were “working from home.” Traffic-related stress was experienced more commonly in “other” environments. Other 18 stressors were generated regardless of location, suggesting that these stressors were persistent and without respect to location. Study findings expand the understanding of environments in which specific stressors occur, providing baseline data for potential targeted “just-in-time” stress interventions tailored to unique stressors in specific environments. We also provide findings related to the “work from home” phenomenon. Further work is needed to better understand the unique stressors among the large number of individuals who transitioned to working from home during and after the COVID-19 pandemic.

压力发生在哪里?使用手机应用程序对日常压力源进行生态瞬间评估
尽管日常压力对个人的健康和幸福非常重要,但很少有研究探讨压力的实时发生地,即不同空间的动态压力过程。因此,压力干预很少考虑到压力发生的环境。我们使用基于手机的生态瞬间评估(EMA)来收集日常压力数据。33 名参与者在日常生活中使用基于手机的 EMA 应用程序来自我报告压力源。每次压力报告都会自动收集地理坐标。通过对不同地点(家庭、工作地点、在家工作地点、其他地点)的压力源进行专题分析,确定某些压力源是否在特定环境中更为普遍。九种日常压力因地点不同而存在明显差异。与工作有关的压力在工作场所更常见。宠物、家务、睡眠和媒体相关的压力在家中出现的频率最高。身体疾病、车辆问题和安全/保安压力在参与者 "在家工作 "时出现得最多。在 "其他 "环境中,与交通相关的压力更为常见。其他 18 种压力源的产生与地点无关,这表明这些压力源是持续存在的,与地点无关。研究结果拓展了人们对特定压力源发生环境的认识,为针对特定环境中的独特压力源进行有针对性的 "及时 "压力干预提供了基准数据。我们还提供了与 "在家工作 "现象相关的研究结果。要更好地了解在 COVID-19 大流行期间和之后转变为在家工作的大量人员所面临的独特压力,还需要开展进一步的工作。
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