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基于网络研究中的数据完整性问题:一个广泛存在挑战的机构实例

Data Integrity Issues With Web-Based Studies: An Institutional Example of a Widespread Challenge.

作者信息

French Blandine, Babbage Camilla, Bird Katherine, Marsh Lauren, Pelton Mirabel, Patel Shireen, Cassidy Sarah, Rennick-Egglestone Stefan

机构信息

School of Psychology, University of Nottingham, Nottingham, United Kingdom.

出版信息

JMIR Ment Health. 2024 Sep 16;11:e58432. doi: 10.2196/58432.

Abstract

This paper reports on the growing issues experienced when conducting web-based-based research. Nongenuine participants, repeat responders, and misrepresentation are common issues in health research posing significant challenges to data integrity. A summary of existing data on the topic and the different impacts on studies is presented. Seven case studies experienced by different teams within our institutions are then reported, primarily focused on mental health research. Finally, strategies to combat these challenges are presented, including protocol development, transparent recruitment practices, and continuous data monitoring. These strategies and challenges impact the entire research cycle and need to be considered prior to, during, and post data collection. With a lack of current clear guidelines on this topic, this report attempts to highlight considerations to be taken to minimize the impact of such challenges on researchers, studies, and wider research. Researchers conducting web-based research must put mitigating strategies in place, and reporting on mitigation efforts should be mandatory in grant applications and publications to uphold the credibility of web-based research.

摘要

本文报告了开展基于网络的研究时遇到的日益增多的问题。非真实参与者、重复应答者和虚假陈述是健康研究中的常见问题,对数据完整性构成重大挑战。本文介绍了该主题的现有数据总结以及对研究的不同影响。然后报告了我们机构内不同团队经历的七个案例研究,主要侧重于心理健康研究。最后,提出了应对这些挑战的策略,包括方案制定、透明的招募做法和持续的数据监测。这些策略和挑战影响整个研究周期,需要在数据收集之前、期间和之后加以考虑。由于目前缺乏关于该主题的明确指导方针,本报告试图强调应考虑的因素,以尽量减少此类挑战对研究人员、研究以及更广泛研究的影响。开展基于网络的研究的研究人员必须制定缓解策略,并且在资助申请和出版物中应强制报告缓解措施,以维护基于网络的研究的可信度。

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