Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
McCaig Institute for Bone & Joint Health, Calgary, AB, Canada.
J Med Internet Res. 2023 Sep 29;25:e47970. doi: 10.2196/47970.
Surveys can help health researchers better understand the public's perspectives and needs regarding prevalent conditions such as osteoporosis, which affects more than two-thirds of postmenopausal women. However, recruitment of large cohorts for survey research can be time-consuming and expensive. With 2.9 billion active users across the globe and reasonable advertising costs, Facebook (Meta Platforms, Inc) has emerged as an effective recruitment tool for surveys, although previous studies have targeted young populations (<50 years of age) and none have focused on bone health.
We assessed the effectiveness and cost of using Facebook to recruit Canadian women aged ≥45 years to share their perspectives on bone health and osteoporosis via a web-based survey.
We developed a 15-minute web-based survey with the goal of eliciting perspectives on bone health and osteoporosis. A Facebook advertisement was placed for 2 weeks in February 2022, during which time it was shown to women of age ≥45 years who resided in Canada, inviting them to participate and offering a chance to win 1 of 5 CAD $100 gift cards (at the time of this study [February 14, 2022], a currency exchange rate of CAD $1=US $0.79 was applicable). Those who clicked on the advertisement were taken to an eligibility screening question on the survey home screen. Individuals who confirmed eligibility were automatically directed to the first survey question. All individuals who answered the first survey question were considered participants and included in the analyses. We determined the survey reach, click rate, cooperation rate, completion rate, cost per click, and cost per participant. Sociodemographic characteristics of respondents were compared with data from the 2021 Canadian Census.
The Facebook advertisement was shown to 34,086 unique Facebook users, resulting in 2033 link clicks (click rate: 6.0%). A total of 1320 individuals completed the eligibility screening question, 1195 started the survey itself (cooperation rate: 58.8%), and 966 completed the survey (completion rate: 47.5%). The cost of the advertising campaign was CAD $280.12, resulting in a cost per click of CAD $0.14 and a cost per participant of CAD $0.23. The 1195 participants ranged in age from 45-89 years (mean 65, SD 7 years), 921 (93.7%) were of White ethnicity, 854 (88.3%) had completed some postsecondary education, and 637 (65.8%) resided in urban areas. Responses were received from residents of all 10 Canadian provinces and 2 of 3 territories. When compared to 2021 Canadian Census data, postsecondary education and rural residence were overrepresented in our study population.
Facebook advertising is an efficient, effective, and inexpensive way of recruiting large samples of older women for participation in web-based surveys for health research. However, it is important to recognize that this modality is a form of convenience sampling and the benefits of Facebook recruitment must be balanced with its limitations, which include selection bias and coverage error.
调查可以帮助健康研究人员更好地了解公众对骨质疏松等普遍疾病的看法和需求,骨质疏松影响了超过三分之二的绝经后妇女。然而,为调查研究招募大量队列可能既耗时又昂贵。脸书(Meta Platforms,Inc.)在全球拥有 29 亿活跃用户和合理的广告成本,已经成为调查的有效招募工具,尽管之前的研究针对的是年轻人(<50 岁),而且没有一项研究关注骨骼健康。
我们评估了使用脸书招募加拿大 45 岁及以上女性分享她们对骨骼健康和骨质疏松看法的有效性和成本,方法:我们开发了一个 15 分钟的基于网络的调查,旨在了解骨骼健康和骨质疏松的看法。2022 年 2 月,脸书发布了一则广告,为期两周,针对年龄在 45 岁及以上、居住在加拿大的女性,邀请她们参与并提供赢得 5 张 100 加元礼品卡(在本研究进行时[2022 年 2 月 14 日],适用的加元兑美元汇率为 1 加元=0.79 美元)的机会。点击广告的人会被带到调查主页上的一个资格筛选问题。确认符合条件的人会自动进入第一个调查问题。所有回答第一个调查问题的人都被视为参与者,并包括在分析中。我们确定了调查的覆盖范围、点击率、合作率、完成率、每次点击成本和每位参与者的成本。受访者的社会人口统计学特征与 2021 年加拿大人口普查数据进行了比较。
该脸书广告共展示给 34086 位独特的脸书用户,产生了 2033 次链接点击(点击率:6.0%)。共有 1320 人完成了资格筛选问题,1195 人开始参与调查(合作率:58.8%),966 人完成了调查(完成率:47.5%)。广告活动的费用为 280.12 加元,每次点击的成本为 0.14 加元,每位参与者的成本为 0.23 加元。1195 名参与者的年龄在 45-89 岁之间(平均年龄 65 岁,标准差 7 岁),921 名(93.7%)为白种人,854 名(88.3%)完成了一些高等教育,637 名(65.8%)居住在城市地区。调查收到了来自加拿大所有 10 个省和 3 个地区中的 2 个地区的回复。与 2021 年加拿大人口普查数据相比,我们的研究人群中接受过高等教育和居住在农村地区的比例过高。
脸书广告是一种高效、有效和廉价的方式,可以招募大量的老年女性参与健康研究的网络调查。然而,必须认识到,这种模式是一种方便抽样形式,脸书招聘的好处必须与它的局限性相平衡,其中包括选择偏差和覆盖误差。