呼吁采取行动:调查智能手机通知中的交互延迟
Michael Stach1,2, Lena Mulansky1,2, Manfred Reichert3
1Institute of Clinical Epidemiology and Biometry, University of Würzburg, Josef-Schneider-Straße 2, 97080 Würzburg, Germany.
Sensors (Basel, Switzerland)
|April 27, 2024
概括
这项研究分析了1000万个智能手机通知,以了解用户交互延迟. 开发人员应该根据用户和设备数据量身定制通知策略,以实现更有效的参与.
科学领域:
- 人与计算机的交互
- 移动计算 移动计算
- 用户体验研究 用户体验研究
背景情况:
- 通知对于移动用户体验至关重要.
- 应用程序在需要立即通知和计划通知方面有所不同.
- 优化通知时间可以减少用户交互延迟.
研究的目的:
- 确定影响智能手机通知用户交互延迟的因素.
- 分析用户人口统计,个性和设备状态对响应时间的影响.
- 提供数据驱动的建议,以改善通知策略.
主要方法:
- 分析了来自922名用户的约1000万条现实世界通知.
- 计算用户响应时间与人口统计数据,五大个性特征和设备充电状态相关.
- 检查了全天和各类应用程序的通知模式和交互延迟.
主要成果:
- 通知频率在上午晚些时候和下午达到顶峰,在晚上下降.
- 最低的平均交互延迟发生在白天.
- 用户的性别和年龄与通知响应时间有显著的相关性.
- 应用程序类别会影响整个一天的通知时间趋势.
结论:
- 用户和设备的背景对于有效的通知交付至关重要.
- 开发人员可以通过将上下文信息纳入通知策略来增强用户参与度.
- 个性化和上下文意识的通知导致更短的交互延迟.
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