数据隐私和智能家居能源设备:一个声明选择实验
Hua Du1, Qi Han1, Dujuan Yang1
1Department of the Built Environment, Eindhoven University of Technology, 5600, MB, Eindhoven, the Netherlands.
Heliyon
|November 13, 2023
概括
消费者经常用智能家居数据来换取节能,但要求赔偿. 隐私态度不会预测共享,但年龄和收入等人口统计数据可以,揭示了智能家居数据隐私态度和行为之间的差距.
科学领域:
- 消费者行为 消费者行为
- 人与计算机的交互
- 能源经济学 能源经济学
背景情况:
- 越来越多的人采用智能家居设备,增加了数据隐私方面的担忧.
- 智能家电提供了潜在的好处,比如减少能源消耗.
- 了解消费者权衡对于智能家居技术的采用至关重要.
研究的目的:
- 调查数据隐私和智能家居好处之间的消费者权衡.
- 分析影响智能能源设备数据共享决策的因素.
- 检查隐私态度,社会人口统计和数据共享偏好之间的关系.
主要方法:
- 使用离散选择建模来分析消费者偏好.
- 关于数据共享的消费者决策是基于产品属性进行建模的.
- 使用统计分析来确定影响权衡的重要因素.
主要成果:
- 影响权衡的关键属性包括数据类型,处理原因,共享频率和财务利益.
- 消费者犹不决地为了方便而分享日常数据,并要求获得经济补偿.
- 隐私态度不是重要的预测因素,而性别,年龄和收入与数据共享偏好有关.
结论:
- 在智能家居中,声明的隐私态度和实际的数据共享行为之间存在很大的差距.
- 人口统计因素在数据共享决策中扮演着比隐私态度更重要的角色.
- 调查结果为制造商,零售商和政策制定者提供了有关为智能家居能源设备设计激励措施和研发的信息.
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