Centre for Surveillance and Applied Research, Public Health Agency of Canada, Ottawa, ON, Canada.
Centre de recherche du CHUM, Université de Montréal, Montréal, QC, Canada.
J Med Internet Res. 2021 Nov 12;23(11):e21142. doi: 10.2196/21142.
Public health research studies often rely on population-based participation and draw on various recruitment methods to establish samples. Increasingly, researchers are turning to web-based recruitment tools. However, few studies detail traditional and web-based recruitment efforts in terms of costs and potential biases.
This study aims to report on and evaluate the cost-effectiveness, time effectiveness, and sociodemographic representation of diverse recruitment methods used to enroll participants in 3 cities of the Interventions, Research, and Action in Cities Team (INTERACT) study, a cohort study conducted in Canadian cities.
Over 2017 and 2018 in Vancouver, Saskatoon, and Montreal, the INTERACT study used the following recruitment methods: mailed letters, social media (including sponsored Facebook advertisements), news media, partner communications, snowball recruitment, in-person recruitment, and posters. Participation in the study involved answering web-based questionnaires (at minimum), activating a smartphone app to share sensor data, and wearing a device for mobility and physical activity monitoring. We describe sociodemographic characteristics by the recruitment method and analyze performance indicators, including cost, completion rate, and time effectiveness. Effectiveness included calculating cost per completer (ie, a participant who completed at least one questionnaire), the completion rate of a health questionnaire, and the delay between completion of eligibility and health questionnaires. Cost included producing materials (ie, printing costs), transmitting recruitment messages (ie, mailing list rental, postage, and sponsored Facebook posts charges), and staff time. In Montreal, the largest INTERACT sample, we modeled the number of daily recruits through generalized linear models accounting for the distributed lagged effects of recruitment campaigns.
Overall, 1791 participants were recruited from 3 cities and completed at least one questionnaire: 318 in Vancouver, 315 in Saskatoon, and 1158 in Montreal. In all cities, most participants chose to participate fully (questionnaires, apps, and devices). The costs associated with a completed participant varied across recruitment methods and by city. Facebook advertisements generated the most recruits (n=687), at a cost of CAD $15.04 (US $11.57; including staff time) per completer. Mailed letters were the costliest, at CAD $108.30 (US $83.3) per completer but served to reach older participants. All methods resulted in a gender imbalance, with women participating more, specifically with social media. Partner newsletters resulted in the participation of younger adults and were cost-efficient (CAD $5.16 [US $3.97] per completer). A generalized linear model for daily Montreal recruitment identified 2-day lag effects on most recruitment methods, except for the snowball campaign (4 days), letters (15 days), and reminder cards (5 days).
This study presents comprehensive data on the costs, effectiveness, and bias of population recruitment in a cohort study in 3 Canadian cities. More comprehensive documentation and reporting of recruitment efforts across studies are needed to improve our capacity to conduct inclusive intervention research.
公共卫生研究通常依赖于基于人群的参与,并采用各种招募方法来建立样本。越来越多的研究人员开始转向基于网络的招募工具。然而,很少有研究详细描述传统和基于网络的招募工作在成本和潜在偏差方面的情况。
本研究旨在报告和评估在加拿大城市开展的干预、研究和行动团队(INTERACT)研究中,为招募参与者而采用的多种招募方法的成本效益、时间效益和社会人口统计学代表性,该研究是一项队列研究。
在 2017 年和 2018 年期间,INTERACT 研究在温哥华、萨斯卡通和蒙特利尔使用了以下招募方法:邮寄信件、社交媒体(包括赞助的 Facebook 广告)、新闻媒体、合作伙伴通讯、滚雪球招募、面对面招募和海报。参与研究包括回答在线问卷(至少)、激活智能手机应用程序以共享传感器数据以及佩戴用于移动性和身体活动监测的设备。我们根据招募方法描述社会人口统计学特征,并分析绩效指标,包括成本、完成率和时间效益。有效性包括计算每位完成者的成本(即完成至少一份问卷的参与者)、健康问卷的完成率以及完成资格和健康问卷之间的延迟。成本包括制作材料(例如,印刷成本)、传递招募信息(例如,邮件列表租赁、邮资和赞助的 Facebook 帖子费用)以及员工时间。在蒙特利尔,INTERACT 的最大样本中,我们通过考虑招募活动的分布式滞后效应的广义线性模型来模拟每日招募人数。
总体而言,来自 3 个城市的 1791 名参与者完成了至少一份问卷:温哥华 318 名、萨斯卡通 315 名和蒙特利尔 1158 名。在所有城市,大多数参与者都选择全面参与(问卷、应用程序和设备)。与完成参与者相关的成本因招募方法和城市而异。Facebook 广告招募了最多的参与者(n=687),每位完成者的成本为 15.04 加元(11.57 美元;包括员工时间)。邮寄信件的成本最高,每位完成者为 108.30 加元(83.30 美元),但有助于招募到年龄较大的参与者。所有方法都导致性别失衡,女性参与度更高,特别是通过社交媒体。合作伙伴通讯导致年轻成年人参与,并具有成本效益(每位完成者 5.16 加元[3.97 美元])。用于蒙特利尔每日招募的广义线性模型确定了大多数招募方法的 2 天滞后效应,除了滚雪球活动(4 天)、信件(15 天)和提醒卡(5 天)。
本研究提供了在加拿大 3 个城市进行的队列研究中人群招募的成本、效果和偏差的综合数据。需要更全面地记录和报告研究中的招募工作,以提高我们开展包容性干预研究的能力。