通过使用现实世界行为数据验证维涅特实验的共享意愿度
Zoltán Kmetty1,2, Ádám Stefkovics3,4
1HUN-REN Centre for Social Sciences, CSS-RECENS Research Group, Budapest, 1097, Hungary. kmetty.zoltan@tk.hu.
Scientific reports
|March 19, 2025
概括
愿意分享社交媒体数据与实际行为有适度的相关性. 态度因素预测了声明的意愿,而人口统计学预测了实际的数据共享,挑战了意图措施的预测有效性.
科学领域:
- 社会科学 社会科学 社会科学
- 心理学 心理学 心理学
- 数据科学数据科学数据科学
背景情况:
- 调查实验中经常使用意愿度量.
- 它们的预测有效性取决于声明的意图与现实世界的行为之间的对齐.
研究的目的:
- 通过将捐赠社交媒体数据的声明意愿与实际数据捐赠行为进行比较来验证意图措施.
- 调查自我报告的意愿和实际数据共享的决定因素.
主要方法:
- 一个独特的研究设计,涉及到2022年进行的两部分研究.
- 在线调查评估在假设场景中捐赠社交媒体数据的意愿.
- 九个月后,与同样受访者进行了一项后续的真实数据捐赠研究.
主要成果:
- 在捐赠意愿和实际数据捐赠之间发现了适度的相关性 (η: 0.28).
- 自我报告的意愿和实际分享行为的决定因素没有重叠.
- 声明的意愿与态度变量有关,而实际的分享与人口统计学变量有关.
结论:
- 愿意分享措施的预测有效性受到这些发现的挑战.
- 调查实验应利用现实的场景,尽量减少感知到的风险,并解决社会可取性偏见,以提高意图测量的准确性.
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