7341 Health Research and Evaluation, American Institutes for Research, Washington, DC, USA.
1757 Department of Human Development and Family Science, Virginia Tech, Blacksburg, VA, USA.
Int J Aging Hum Dev. 2021 Sep;93(2):700-721. doi: 10.1177/0091415020940197. Epub 2020 Jul 20.
A growing number of studies within the field of gerontology have included samples recruited from Amazon's Mechanical Turk (MTurk), an online crowdsourcing portal. While some research has examined how younger adult participants recruited through other means may differ from those recruited using MTurk, little work has addressed this question with older adults specifically. In the present study, we examined how older adults recruited via MTurk might differ from those recruited via a national probability sample, the Health and Retirement Study (HRS), on a battery of outcomes related to health and cognition. Using a Latin-square design, we examined the relationship between recruitment time, remuneration amount, and measures of cognitive functioning. We found substantial differences between our MTurk sample and the participants within the HRS, most notably within measures of verbal fluency and analogical reasoning. Additionally, remuneration amount was related to differences in time to complete recruitment, particularly at the lowest remuneration level, where recruitment completion required between 138 and 485 additional hours. While the general consensus has been that MTurk samples are a reasonable proxy for the larger population, this work suggests that researchers should be wary of overgeneralizing research conducted with older adults recruited through this portal.
越来越多的老年学领域的研究纳入了来自亚马逊土耳其机器人(MTurk)的样本,MTurk 是一个在线众包门户。虽然一些研究已经检验了通过其他方式招募的年轻成年参与者与通过 MTurk 招募的参与者有何不同,但很少有研究专门针对老年人来解决这个问题。在本研究中,我们研究了通过 MTurk 招募的老年人与通过全国概率样本(健康与退休研究(HRS))招募的老年人在与健康和认知相关的一系列结果上有何不同。我们使用拉丁方设计来检验招募时间、报酬金额和认知功能测量之间的关系。我们发现我们的 MTurk 样本与 HRS 中的参与者之间存在显著差异,尤其是在语言流畅性和类比推理方面。此外,报酬金额与完成招募所需的时间差异有关,尤其是在最低报酬水平下,完成招募需要额外的 138 到 485 个小时。虽然普遍的共识是 MTurk 样本是更广泛人群的合理代表,但这项工作表明,研究人员应该警惕过度推广通过该门户招募的老年人进行的研究。