Mood self-assessment on smartphones

Le Minh Khue, Eng Lieh Ouh, S. Jarzabek
{"title":"Mood self-assessment on smartphones","authors":"Le Minh Khue, Eng Lieh Ouh, S. Jarzabek","doi":"10.1145/2811780.2811921","DOIUrl":null,"url":null,"abstract":"Mood has been systematically studied by psychologists for over 100 years. As mood is a subjective feeling, any study of mood must take into account and accurately capture user's perception of an experienced feeling. In last 40 years, a number of pen-and-paper mood self-assessment scales have been proposed. Typically, a person is asked to separately rate various dimensions of the experienced feeling (e.g., pleasure and arousal) or mood items (interested, agitated, excited, etc.) on numeric scales (e.g., between 0 and 10). These partial ratings are then combined into an overall mood rating (or into its positive and negative affect). Pen-and-paper mood scales are used in basic research on mood and in clinical practice. Mobile technology makes it possible to extend mood self-assessment from lab to real life rather, collecting mood data frequently, over long time, in variety of life situations. With these motivations, we developed mobile versions of validated pen-and-paper scales for mood self-assessment to facilitate accurate in-situ mood self-assessment in real-life situations by smartphone users. The novelty of our Mobile Mood Scales (MMS) app is the use of visual effects such as color, changing brightness, animation and photos. We believe these mobile-technology-enabled aids involving user's senses can make mood self-assessment more intuitive and engaging for users than pen-and-paper mood scales that rely on linguistic terms and numerical rating. We built a customization layer that allows a doctor to generate a required mood app by selecting the mood scale required (e.g., PANAS or SPANE) as well as specific optional features such as the granularity of a rating scale (e.g., 5-point scale with radio buttons) and visual effects. In an evaluation survey, 61% of 48 participants found special features such as use of color, brightness and photos helpful in reflecting on own mood. 83% of 48 participants preferred mobile mood scales over pen-and-paper scales. We received encouraging feedback from the designers of original pen-and-paper mood scales. We envision applications of MMS in psychological studies of mood, in monitoring the efficacy of medical interventions and medication, as a component for mHealth apps where it is important to know fluctuations of patient's mood.","PeriodicalId":102963,"journal":{"name":"Proceedings of the conference on Wireless Health","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the conference on Wireless Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2811780.2811921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

Abstract

Mood has been systematically studied by psychologists for over 100 years. As mood is a subjective feeling, any study of mood must take into account and accurately capture user's perception of an experienced feeling. In last 40 years, a number of pen-and-paper mood self-assessment scales have been proposed. Typically, a person is asked to separately rate various dimensions of the experienced feeling (e.g., pleasure and arousal) or mood items (interested, agitated, excited, etc.) on numeric scales (e.g., between 0 and 10). These partial ratings are then combined into an overall mood rating (or into its positive and negative affect). Pen-and-paper mood scales are used in basic research on mood and in clinical practice. Mobile technology makes it possible to extend mood self-assessment from lab to real life rather, collecting mood data frequently, over long time, in variety of life situations. With these motivations, we developed mobile versions of validated pen-and-paper scales for mood self-assessment to facilitate accurate in-situ mood self-assessment in real-life situations by smartphone users. The novelty of our Mobile Mood Scales (MMS) app is the use of visual effects such as color, changing brightness, animation and photos. We believe these mobile-technology-enabled aids involving user's senses can make mood self-assessment more intuitive and engaging for users than pen-and-paper mood scales that rely on linguistic terms and numerical rating. We built a customization layer that allows a doctor to generate a required mood app by selecting the mood scale required (e.g., PANAS or SPANE) as well as specific optional features such as the granularity of a rating scale (e.g., 5-point scale with radio buttons) and visual effects. In an evaluation survey, 61% of 48 participants found special features such as use of color, brightness and photos helpful in reflecting on own mood. 83% of 48 participants preferred mobile mood scales over pen-and-paper scales. We received encouraging feedback from the designers of original pen-and-paper mood scales. We envision applications of MMS in psychological studies of mood, in monitoring the efficacy of medical interventions and medication, as a component for mHealth apps where it is important to know fluctuations of patient's mood.
对智能手机的情绪自我评估
心理学家对情绪进行了100多年的系统研究。由于情绪是一种主观感受,任何对情绪的研究都必须考虑并准确地捕捉用户对体验感受的感知。在过去的40年里,人们提出了许多纸笔情绪自评量表。通常,一个人被要求分别对所经历的感觉的各个方面(例如,快乐和兴奋)或情绪项目(感兴趣,激动,兴奋等)进行数字评分(例如,在0到10之间)。然后将这些部分评分合并为整体情绪评分(或其积极和消极影响)。纸笔情绪量表用于情绪的基础研究和临床实践。移动技术使情绪自我评估从实验室扩展到现实生活成为可能,而不是在各种生活情况下频繁、长时间地收集情绪数据。基于这些动机,我们开发了经过验证的纸笔情绪自我评估量表的移动版本,以方便智能手机用户在现实生活中进行准确的现场情绪自我评估。我们的移动情绪量表(MMS)应用程序的新颖之处在于使用视觉效果,如颜色,亮度变化,动画和照片。我们相信,与依赖语言术语和数字评级的纸笔情绪量表相比,这些涉及用户感官的移动技术辅助工具可以让用户的情绪自我评估更直观、更有吸引力。我们建立了一个定制层,允许医生通过选择所需的情绪量表(例如,PANAS或SPANE)以及特定的可选功能,如评级量表的粒度(例如,带有单选按钮的5分制)和视觉效果来生成所需的情绪应用程序。在一项评估调查中,48名参与者中有61%的人认为颜色、亮度和照片的使用等特殊功能有助于反映自己的情绪。在48名参与者中,83%的人更喜欢移动情绪量表,而不是纸笔量表。我们从原始纸笔情绪量表的设计者那里收到了令人鼓舞的反馈。我们设想MMS在情绪心理学研究中的应用,在监测医疗干预和药物疗效方面的应用,作为移动健康应用程序的一个组成部分,在移动健康应用程序中,了解患者情绪的波动是很重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信