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在线研究的质量和代表性与雅虎! 众包服务 (crowdsourcing) 是一种众包服务
Katie Seaborn1, Satoshi Nakamura2
1Aspirational Computing Lab, Department of Industrial Engineering and Economics, Institute of Science Tokyo, Tokyo, Japan.
Frontiers in psychology
|September 8, 2025
概括
雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 众包 (YCS) 显示了日本在线人类参与者研究的高完成率和保留率. 多媒体刺激显著提高了参与度,尽管一般设置会吸引特定的人口.
科学领域:
- 人与计算机的交互 (HCI)
- 在线研究方法论在线研究方法论
- 参与者招聘平台 参与者招聘平台
背景情况:
- 在人类参与者研究中,在线研究普遍存在,特别是在HCI中.
- 西方平台,如亚马逊机械土耳其语和繁荣是常见的,但他们的质量有所不同.
- 非英语,非西方平台仍未得到充分探索,尽管日本等国家的研究成果显著.
研究的目的:
- 为了评估雅虎的! 众包 (YCS) 平台作为日本人类参与者研究的招聘工具.
- 评估通过YCS为HCI研究招募的参与者的质量和代表性.
- 为利用非西方平台优化在线研究提供指导方针.
主要方法:
- 分析了65个数据集,包括来自雅虎的60,681名参与者. 众筹. 众筹. 众筹. 众筹. 众筹.
- 专注于42个数据集,其中包括需要认真参与的研究的完整元数据 (n=29,081).
- 评估完成和保留率,以及参与者的人口统计数据.
主要成果:
- 在YCS.上观察到总体上高的完成率 (77.6%) 和保留率 (70.1%).
- 使用多媒体刺激的研究实现了显著更高的完成率 (97.7%) 和保留率 (91.9%).
- "一般"参与者设置主要吸引中年男性.
结论:
- 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 雅虎! 众包 (YCS) 是一个可行的在线人类参与者研究平台,特别是在日本.
- 使用多媒体刺激和战略问卷设计可以提高数据质量和参与者的参与度.
- 研究人员应考虑平台特定的人口统计数据,并为更具代表性的样本实施过策略.
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