网络研究的数据完整性问题:广泛挑战的机构实例

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2024-09-16 DOI:10.2196/58432
Blandine French, Camilla Babbage, Katherine Bird, Lauren Marsh, Mirabel Pelton, Shireen Patel, Sarah Cassidy, Stefan Rennick-Egglestone
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引用次数: 0

摘要

本文报告了在开展基于网络的研究时遇到的越来越多的问题。非真实参与者、重复应答者和失实陈述是健康研究中常见的问题,对数据完整性构成了重大挑战。本文概述了有关该主题的现有数据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,主要集中在心理健康研究方面。最后,介绍了应对这些挑战的策略,包括方案制定、透明的招募实践和持续的数据监控。这些策略和挑战影响着整个研究周期,需要在数据收集之前、期间和之后加以考虑。由于目前缺乏有关该主题的明确指导原则,本报告试图强调一些注意事项,以尽量减少这些挑战对研究人员、研究和更广泛研究的影响。开展网络研究的研究人员必须制定缓解策略,并在申请补助金和发表论文时必须报告缓解措施,以维护网络研究的可信度。
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Data Integrity Issues With Web-Based Studies: An Institutional Example of a Widespread Challenge
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.
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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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