批判性地看待进行非身份军事调查所面临的挑战
Maegan M Paxton Willing1,2, Jaime Rodden1,2, Ariana R Bazzi1,2
1Center for Deployment Psychology, Uniformed Services University of the Health Sciences, Bethesda, MD 20817, United States.
Military medicine
|January 31, 2026
概括
在线调查提供了快速,具有成本效益的研究,但在验证参与者的军事背景方面存在挑战. 研究人员必须解决机器人和人工智能等问题,以确保军事健康研究中的数据完整性.
科学领域:
- 行为健康研究 行为健康研究
- 医学研究 医学研究
- 在线调查方法论在线调查方法论
背景情况:
- 在线调查是行为和医学研究的标准,由COVID-19大流行加速.
- 它们提供了速度,成本效益和更广泛的招聘,使无身份参与成为可能.
- 匿名性可以增加披露,但挑战参与者资格验证,特别是在补偿方面.
研究的目的:
- 概述军事相关在线调查研究中的挑战.
- 为了强调在匿名在线调查中验证参与者的军事背景的困难.
- 讨论人工智能对选方法的影响,并提出替代方法.
主要方法:
- 审查当前的景观,在线军事相关的研究.
- 在非识别的在线调查中展示现实世界的挑战.
- 讨论人工智能对查工具和补偿查调查的影响.
主要成果:
- 挑战包括验证兵役和防止机器人参与.
- 人工智能对基于知识的查构成不断变化的威胁.
- 补偿查调查被提出为一种替代方法.
结论:
- 在线调查对于军事医学研究仍然至关重要,但具有固有的局限性.
- 研究人员在讨论研究结果时必须承认方法限制.
- 该领域需要监测在线调查研究中不断变化的挑战.
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