日重建法与可穿戴设备相结合的情感幸福感测量:日本老龄化和人口减少社区的案例研究

Junichirou Ishio, Naoya Abe
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引用次数: 5

摘要

情感幸福感是指人们对日常经历的积极或消极影响占主导地位的变化。为了衡量情感幸福感,人们通常被要求在一天中经历的几次事件中表明他们的情感状态。然而,就参与者的负担和评级的有效性而言,这种传统方法一直存在问题。为了克服这些问题,我们试图引入一种测量情感状态的新方法,该方法基于白天重建方法和通过腕带型可穿戴设备测量生理压力水平的组合。作为生理压力水平的指标,我们使用了根据设备记录的数据计算的心率变异性。我们通过将这种组合方法应用于日本一个老龄化和人口减少的村庄,研究了生理压力水平作为情感状态替代品的可解释性,因为这些地区居民的福祉是公众关注的问题。因此,我们可以描述村庄中情感幸福感的来源和生理压力源。我们还发现,情感状态得分与生理压力水平指标之间存在合理但较弱的相关性。我们讨论了利用生理压力水平代替情感状态应该克服的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring Affective Well-Being by the Combination of the Day Reconstruction Method and a Wearable Device: Case Study of an Aging and Depopulating Community in Japan

Affective well-being indicates the changes in the predominance of positive or negative affects of people in response to their daily experiences. For measuring affective well-being, people are usually asked to indicate their affective states in several episodes that they experienced in a day. However, such conventional methods have been problematic in terms of their burdensomeness on participants and the validity of the rating. To overcome these problems, we attempted to introduce a new approach for measuring affective states, based on the combination of the day reconstruction method and the measurement of physiological stress levels by a wristband-type wearable device. As the indicator of physiological stress levels, we used heart rate variability calculated from the data recorded by the device. We examined the interpretability of the physiological stress level as a substitute for affective states by applying this combinational approach to an aging and depopulating village in Japan, because the well-being of the residents in such areas is a matter of public concern. As a result, we could depict the sources of affective well-being and the physiological stressors in the village. We also found a reasonable, but weak, correlation between the scores of affective states and the indicator of physiological stress levels. We discussed the challenges that should be overcome for utilizing the physiological stress level as a substitute for affective state.

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