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Measuring Americans’ Comfort With Research Uses of Their Social Media Data

机译:衡量美国社交媒体数据的研究用途的舒适

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Research using online datasets from social media platforms continues to grow in prominence, but recent research suggests that platform users are sometimes uncomfortable with the ways their posts and content are used in research studies. While previous research has suggested that a variety of contextual variables may influence this discomfort, such factors have yet to be isolated and compared. In this article, we present results from a factorial vignette survey of American Facebook users. Findings reveal that researcher domain, content type, purpose of data use, and awareness of data collection all impact respondents’ comfort—measured via judgments of acceptability and concern—with diverse data uses. We provide guidance to researchers and ethics review boards about the ways that user reactions to research uses of their data can serve as a cue for identifying sensitive data types and uses.
机译:使用来自社交媒体平台的在线数据集的研究继续突出,但最近的研究表明,平台用户有时对研究研究中使用的帖子和内容的方式感到不舒服。 虽然以前的研究表明,各种语境变量可能会影响这种不适,但这些因素尚未被隔离和比较。 在本文中,我们提出了对美国Facebook用户的阶乘小插图调查的结果。 调查结果表明,研究人员领域,内容类型,数据使用的目的,以及数据收集的认识所有影响受访者通过可接受性和关注的可接受性和关注的舒适测量。 我们为研究人员和道德审查委员会提供指导关于用户对其数据的研究用途的方法可以作为识别敏感数据类型和用途的提示。

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