理解量化自我跟踪可穿戴设备在组织环境中的采用:一个实证案例研究

Jayden Khakurel, M. Immonen, J. Porras, Antti Knutas
{"title":"理解量化自我跟踪可穿戴设备在组织环境中的采用:一个实证案例研究","authors":"Jayden Khakurel, M. Immonen, J. Porras, Antti Knutas","doi":"10.1145/3316782.3321527","DOIUrl":null,"url":null,"abstract":"Prior research on wearable devices has focused heavily on the consumer market. This study makes a unique empirical contribution to wearables research by extending the knowledge on factors that contribute to the adoption of quantified self-tracking wearable devices in an organizational environment. A wearable acceptance model (WAM) and factors that can influence the individual's decision to adopt quantified self-tracking wearable devices and self-monitoring practices were tested with an online survey of 129 university employees (faculty, administration) and students. Partial least squares path modeling was applied in an analysis to test nine hypotheses to validate the WAM. The factors in the individual context i.e. attitude plays a significant mediating role between the intention to use and the other influential factors of technology, implementation and risk context. The factors of the fashnology (wearability, aesthetic/design), individual (attitude) and risk context (privacy concern) tend to have strong and direct effects on the int use the devices, whereas factors of risk context (privacy and technology context (performance expectancy) moderate influence on the intention to use through Organizational facilitating conditions have a significant influence on the intention to use. Surprisingly, effort expectancy does not have any effect on attitude.","PeriodicalId":264425,"journal":{"name":"Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments","volume":"29 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Understanding the adoption of quantified self-tracking wearable devices in the organization environment: an empirical case study\",\"authors\":\"Jayden Khakurel, M. Immonen, J. Porras, Antti Knutas\",\"doi\":\"10.1145/3316782.3321527\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Prior research on wearable devices has focused heavily on the consumer market. This study makes a unique empirical contribution to wearables research by extending the knowledge on factors that contribute to the adoption of quantified self-tracking wearable devices in an organizational environment. A wearable acceptance model (WAM) and factors that can influence the individual's decision to adopt quantified self-tracking wearable devices and self-monitoring practices were tested with an online survey of 129 university employees (faculty, administration) and students. Partial least squares path modeling was applied in an analysis to test nine hypotheses to validate the WAM. The factors in the individual context i.e. attitude plays a significant mediating role between the intention to use and the other influential factors of technology, implementation and risk context. The factors of the fashnology (wearability, aesthetic/design), individual (attitude) and risk context (privacy concern) tend to have strong and direct effects on the int use the devices, whereas factors of risk context (privacy and technology context (performance expectancy) moderate influence on the intention to use through Organizational facilitating conditions have a significant influence on the intention to use. Surprisingly, effort expectancy does not have any effect on attitude.\",\"PeriodicalId\":264425,\"journal\":{\"name\":\"Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments\",\"volume\":\"29 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-06-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3316782.3321527\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3316782.3321527","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

摘要

之前对可穿戴设备的研究主要集中在消费者市场。本研究通过扩展有助于在组织环境中采用量化自我跟踪可穿戴设备的因素的知识,为可穿戴设备研究做出了独特的实证贡献。通过对129名大学员工(教师、管理人员)和学生的在线调查,对可穿戴接受模型(WAM)和影响个人决定采用量化自我跟踪可穿戴设备和自我监控实践的因素进行了测试。采用偏最小二乘路径模型对9个假设进行了验证。个人情境中的因素即态度在使用意图与技术、实施和风险情境的其他影响因素之间起着显著的中介作用。技术因素(可穿戴性、美学/设计)、个人(态度)和风险环境因素(隐私关注)往往对设备的使用有强烈和直接的影响,而风险环境因素(隐私和技术环境因素(性能期望)通过组织便利条件对使用意图有中等影响,对使用意图有显著影响。令人惊讶的是,努力预期对态度没有任何影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding the adoption of quantified self-tracking wearable devices in the organization environment: an empirical case study
Prior research on wearable devices has focused heavily on the consumer market. This study makes a unique empirical contribution to wearables research by extending the knowledge on factors that contribute to the adoption of quantified self-tracking wearable devices in an organizational environment. A wearable acceptance model (WAM) and factors that can influence the individual's decision to adopt quantified self-tracking wearable devices and self-monitoring practices were tested with an online survey of 129 university employees (faculty, administration) and students. Partial least squares path modeling was applied in an analysis to test nine hypotheses to validate the WAM. The factors in the individual context i.e. attitude plays a significant mediating role between the intention to use and the other influential factors of technology, implementation and risk context. The factors of the fashnology (wearability, aesthetic/design), individual (attitude) and risk context (privacy concern) tend to have strong and direct effects on the int use the devices, whereas factors of risk context (privacy and technology context (performance expectancy) moderate influence on the intention to use through Organizational facilitating conditions have a significant influence on the intention to use. Surprisingly, effort expectancy does not have any effect on attitude.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:604180095
Book学术官方微信