University of Southern California, Los Angeles, CA, United States.
Washington University St Louis, St Louis, MO, United States.
J Med Internet Res. 2023 Feb 2;25:e36764. doi: 10.2196/36764.
Web-based recruitment for research studies is becoming increasingly popular and necessary. When compared with the traditional methods of recruitment, these methods may enable researchers to reach more diverse participants in less time. Social media use is highly prevalent among adolescents, and the unique context of social media may be particularly important for the recruitment of sexual minority young people who would not be captured by traditional methods.
This paper described the details of a national web-based study recruitment approach aimed at sexual minority adolescents across the United States, focusing on important details of this relatively novel approach, including cost, time efficiency, and retention outcomes.
This study recruited sexual minority adolescents aged 14-17 years living in the United States through targeted advertisements on Facebook, Instagram, and YouTube and through respondent-driven sampling (RDS). Potential participants completed eligibility screening surveys and were automatically directed to a baseline survey if they were eligible. After baseline survey completion, additional data checks were implemented, and the remaining participants were contacted for recruitment into a longitudinal study (surveys every 6 months for 3 years).
Recruitment lasted 44 weeks, and 9843 participants accessed the initial screening survey, with 2732 (27.76%) meeting the eligibility criteria and completing the baseline survey. Of those, 2558 (93.63%) were determined to have provided nonfraudulent, usable study data and 1076 (39.39%) subsequently enrolled in the longitudinal study. Of the baseline sample, 79.05% (2022/2558) was recruited through Facebook and Instagram, 3.05% (78/2558) through YouTube, and 17.9% (458/2558) through RDS. The average cost of recruiting a participant into the study was US $12.98, but the recruitment cost varied by method or platform, with a realized cost of US $13 per participant on Facebook and Instagram, US $24 on YouTube, and US $10 through RDS. Participant differences (sex assigned at birth, race and ethnicity, sexual orientation, region, and urbanicity) were identified between platforms and methods both in terms of overall number of participants and cost per participant. Facebook and Instagram were the most time efficient (approximately 15 days to recruit 100 participants), whereas RDS was the least time efficient (approximately 70 days to recruit 100 participants). Participants recruited through YouTube were the most likely to be longitudinally retained, followed by Facebook and Instagram, and then RDS.
Large differences exist in study recruitment cost and efficiency when using social media and RDS. Demographic, region, and urbanicity differences in recruitment methods highlight the need for attention to demographic diversity when planning and implementing recruitment across platforms. Finally, it is more cost-effective to retain than recruit samples, and this study provided evidence that with thorough screening and data quality practices, social media recruitment can result in diverse, highly involved study populations.
基于网络的研究招募正变得越来越流行和必要。与传统的招募方法相比,这些方法可能使研究人员能够在更短的时间内接触到更多样化的参与者。社交媒体在青少年中广泛使用,而社交媒体的独特背景对于招募不会被传统方法捕捉到的性少数青少年可能尤为重要。
本文描述了一种针对美国性少数青少年的全国性网络研究招募方法的细节,重点介绍了这种相对新颖方法的重要细节,包括成本、时间效率和保留结果。
本研究通过 Facebook、Instagram 和 YouTube 上的定向广告以及通过响应者驱动抽样(RDS)招募 14-17 岁的性少数青少年。潜在参与者完成资格筛选调查,如果符合条件,将自动引导他们进行基线调查。完成基线调查后,实施了额外的数据检查,并联系其余参与者招募入一项纵向研究(每 6 个月进行一次,为期 3 年)。
招募持续了 44 周,9843 名参与者访问了初始筛选调查,其中 2732 名(27.76%)符合资格标准并完成了基线调查。其中,2558 名(93.63%)被确定提供了非欺诈性、可用的研究数据,1076 名(39.39%)随后入组了纵向研究。在基线样本中,79.05%(2022/2558)通过 Facebook 和 Instagram 招募,3.05%(78/2558)通过 YouTube 招募,17.9%(458/2558)通过 RDS 招募。招募一名参与者入组研究的平均成本为 12.98 美元,但招募成本因方法或平台而异,Facebook 和 Instagram 上的实际招募成本为每人 13 美元,YouTube 上为每人 24 美元,RDS 上为每人 10 美元。在参与者数量和每个参与者的成本方面,平台和方法之间都存在参与者差异(出生时的性别、种族和民族、性取向、地区和城市化程度)。Facebook 和 Instagram 的效率最高(大约 15 天招募 100 名参与者),而 RDS 的效率最低(大约 70 天招募 100 名参与者)。通过 YouTube 招募的参与者最有可能被长期保留,其次是 Facebook 和 Instagram,然后是 RDS。
使用社交媒体和 RDS 进行研究招募的成本和效率存在很大差异。招募方法的人口统计学、地区和城市化程度差异突出表明,在跨平台规划和实施招募时,需要关注人口统计学多样性。最后,保留样本比招募样本更具成本效益,本研究提供的证据表明,通过彻底的筛选和数据质量实践,社交媒体招募可以产生多样化、高度参与的研究人群。