Faculty of Social Science, Department of Statistics and Demography, University of Eswatini, Kwaluseni, Eswatini.
Demography and Population Studies Programme, Schools of Public Health and Social Sciences, University of the Witwatersrand, Johannesburg, South Africa.
PLoS One. 2021 May 14;16(5):e0250303. doi: 10.1371/journal.pone.0250303. eCollection 2021.
Multiple studies have successfully used Facebook's advertising platform to recruit study participants. However, very limited methodological discussion exists regarding the magnitude of low effort responses from participants recruited via Facebook and African samples. This study describes a quasi-random study that identified and enrolled young adults in Kenya, Nigeria, and South Africa between 22 May and 6 June 2020, based on an advertisement budget of 9,000.00 ZAR (US $521.44). The advertisements attracted over 900,000 views, 11,711 unique clicks, 1190 survey responses, and a total of 978 completed responses from young adults in the three countries during the period. Competition rates on key demographic characteristics ranged from 82% among those who attempted the survey to about 94% among eligible participants. The average cost of the advertisements was 7.56 ZAR (US $0.43) per survey participant, 8.68 ZAR (US $0.50) per eligible response, and 9.20 ZAR (US $0.53) per complete response. The passage rate on the attention checks varied from about 50% on the first question to as high as 76% on the third attention check question. About 59% of the sample passed all the attention checks, while 30% passed none of the attention checks. Results from a truncated Poisson regression model suggest that passage of attention checks was significantly associated with demographically relevant characteristics such as age and sex. Overall, the findings contribute to the growing body of literature describing the strengths and limitations of online sample frames, especially in developing countries.
多项研究成功地使用了 Facebook 的广告平台来招募研究参与者。然而,对于通过 Facebook 和非洲样本招募的参与者低努力程度的响应的程度,很少有方法学讨论。本研究描述了一项准随机研究,该研究根据 9000.00 南非兰特(521.44 美元)的广告预算,于 2020 年 5 月 22 日至 6 月 6 日期间在肯尼亚、尼日利亚和南非识别并招募年轻人。该广告吸引了超过 90 万次的浏览量、11711 次独特点击量、1190 次调查回复,以及在此期间来自三个国家的 978 名年轻人完成的回复总数。关键人口特征的竞争率从尝试调查的人中的 82%到合格参与者中的约 94%不等。广告的平均成本为每位调查参与者 7.56 南非兰特(0.43 美元),每位合格回复者 8.68 南非兰特(0.50 美元),每位完整回复者 9.20 南非兰特(0.53 美元)。在第一个问题上,注意力检查的通过率约为 50%,而在第三个注意力检查问题上,通过率高达 76%。约 59%的样本通过了所有的注意力检查,而 30%的样本没有通过任何注意力检查。截断泊松回归模型的结果表明,通过注意力检查与年龄和性别等人口统计学相关特征显著相关。总体而言,这些发现有助于越来越多的文献描述在线样本框架的优势和局限性,尤其是在发展中国家。