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基于 iReach 项目的全网络移动应用试验中参与者认证方法:横断面研究。

Methods for Authenticating Participants in Fully Web-Based Mobile App Trials from the iReach Project: Cross-sectional Study.

机构信息

Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States.

School of Medicine, Emory University, Atlanta, GA, United States.

出版信息

JMIR Mhealth Uhealth. 2021 Aug 31;9(8):e28232. doi: 10.2196/28232.

Abstract

BACKGROUND

Mobile health apps are important interventions that increase the scale and reach of prevention services, including HIV testing and prevention counseling, pre-exposure prophylaxis, condom distribution, and education, of which all are required to decrease HIV incidence rates. The use of these web-based apps as well as fully web-based intervention trials can be challenged by the need to remove fraudulent or duplicate entries and authenticate unique trial participants before randomization to protect the integrity of the sample and trial results. It is critical to ensure that the data collected through this modality are valid and reliable.

OBJECTIVE

The aim of this study is to discuss the electronic and manual authentication strategies for the iReach randomized controlled trial that were used to monitor and prevent fraudulent enrollment.

METHODS

iReach is a randomized controlled trial that focused on same-sex attracted, cisgender males (people assigned male at birth who identify as men) aged 13-18 years in the United States and on enrolling people of color and those in rural communities. The data were evaluated by identifying possible duplications in enrollment, identifying potentially fraudulent or ineligible participants through inconsistencies in the data collected at screening and survey data, and reviewing baseline completion times to avoid enrolling bots and those who did not complete the baseline questionnaire. Electronic systems flagged questionable enrollment. Additional manual reviews included the verification of age, IP addresses, email addresses, social media accounts, and completion times for surveys.

RESULTS

The electronic and manual strategies, including the integration of social media profiles, resulted in the identification and prevention of 624 cases of potential fraudulent, duplicative, or ineligible enrollment. A total of 79% (493/624) of the potentially fraudulent or ineligible cases were identified through electronic strategies, thereby reducing the burden of manual authentication for most cases. A case study with a scenario, resolution, and authentication strategy response was included.

CONCLUSIONS

As web-based trials are becoming more common, methods for handling suspicious enrollments that compromise data quality have become increasingly important for inclusion in protocols.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/10174.

摘要

背景

移动健康应用程序是重要的干预措施,可扩大预防服务的规模和覆盖面,包括艾滋病毒检测和预防咨询、暴露前预防、避孕套分发和教育,所有这些都需要降低艾滋病毒发病率。由于需要删除欺诈性或重复的条目并在随机分组之前对唯一的试验参与者进行身份验证,以保护样本和试验结果的完整性,因此这些基于网络的应用程序以及完全基于网络的干预试验可能会受到挑战。确保通过这种方式收集的数据是有效和可靠的至关重要。

目的

本研究旨在讨论 iReach 随机对照试验中用于监测和防止欺诈性入组的电子和手动身份验证策略。

方法

iReach 是一项随机对照试验,专注于美国 13-18 岁的同性吸引、顺性别男性(出生时被指定为男性的人认为自己是男性),并招募有色人种和农村社区的人。通过识别入组中的重复项、通过筛查和调查数据中收集的数据不一致来识别可能存在欺诈性或不合格的参与者、以及审查基线完成时间以避免入组机器人和未完成基线问卷的参与者,来评估数据。电子系统标记可疑入组。额外的手动审查包括验证年龄、IP 地址、电子邮件地址、社交媒体账户和调查的完成时间。

结果

电子和手动策略,包括社交媒体资料的整合,确定并防止了 624 例潜在的欺诈性、重复或不合格的入组。通过电子策略确定了 79%(493/624)的潜在欺诈性或不合格案例,从而减轻了大多数案例的手动身份验证负担。包括一个案例研究,其中包括情景、解决方案和身份验证策略响应。

结论

随着基于网络的试验越来越普遍,处理可能影响数据质量的可疑入组的方法对于包含在方案中变得越来越重要。

国际注册报告标识符(IRRID):RR2-10.2196/10174。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/585b/8441600/e809f515100f/mhealth_v9i8e28232_fig1.jpg

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