Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers

G. Mark, M. Czerwinski, Shamsi T. Iqbal, Paul Johns
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引用次数: 27

Abstract

Positive wellbeing in the workplace is tied to better health. However, lack of wellbeing in the workplace is a serious problem in the U.S, is rising continually, and can lead to poor health conditions. In this study we investigate factors that might be associated with workplace wellbeing. We report on an in situ study in the workplace of 40 information workers whose mood was tracked for 12 days. We used a mixed-methods study using Fitbit actigraphs to measure sleep and physical activity, computer logging, and repeated daily surveys. We found that sleep and perceived productivity are positively correlated with affect balance (the balance of positive and negative affect), whereas concentration difficulty, and amount of time on workplace email, are negatively correlated with affect balance. Our model explains 48% of the variance of workplace mood. We discuss the value and challenges of multi-faceted measures of health as we move towards designing interdisciplinary digital health research.
工作场所情绪指标:信息工作者情绪的行为和认知相关
工作场所的积极幸福感与更好的健康息息相关。然而,在美国,工作场所缺乏幸福感是一个严重的问题,而且这个问题还在不断上升,并可能导致健康状况不佳。在这项研究中,我们调查了可能与工作场所幸福感相关的因素。我们报告了一项在工作场所对40名信息工作者进行的现场研究,他们的情绪被跟踪了12天。我们采用了一种混合方法的研究,使用Fitbit活动记录仪来测量睡眠和身体活动、电脑记录和重复的每日调查。我们发现,睡眠和感知生产力与情感平衡(积极和消极情感的平衡)呈正相关,而注意力难以集中和处理工作邮件的时间则与情感平衡呈负相关。我们的模型解释了48%的职场情绪差异。在我们走向设计跨学科数字健康研究的过程中,我们讨论了多方面健康措施的价值和挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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