Amira Ghenai, Keshav Nath, Aarat Satsangi
Ted Rogers School of Management, Toronto Metropolitan University, Toronto, Canada.
School of Computing, National University of Singapore, Kent Ridge, Singapore.
EPJ Data Sci. 2025;14(1):65. doi: 10.1140/epjds/s13688-025-00582-6. Epub 2025 Aug 27.
The COVID-19 pandemic significantly impacted older adults, generating widespread online discussions that revealed how this at-risk population was perceived. Understanding these portrayals is essential, as public discourse influences societal perceptions of aging and impacts policies and practices affecting older adults. Past research highlights that ageist stereotypes and attitudes frequently surface in public discussions, shaping the experiences of older individuals. The current study presents AGECovP, a comprehensive dataset featuring a diverse collection of YouTube videos, a leading social media platform. AGECovP is designed to provide researchers with meaningful insights into how older adults were portrayed during the pandemic and how topics such as conspiracy theories, misinformation, and the anti-vaccine movement were framed in relation to aging populations. In addition, the dataset includes a set of labeled comments indicating the presence of ageist content, enabling researchers to perform ageist detection and analyze ageism in online discourse. By providing a resource for examining both overt and subtle forms of ageism, AGECovP contributes to the development of tools and methodologies for addressing bias against older adults. This dataset fosters actionable insights into societal attitudes, enhancing the development of inclusive policies and interventions. Our data is available at: https://zenodo.org/records/15800324.
新冠疫情对老年人产生了重大影响,引发了广泛的线上讨论,揭示了人们对这一高危人群的看法。理解这些描述至关重要,因为公众话语会影响社会对老龄化的认知,并影响针对老年人的政策和实践。以往的研究强调,年龄歧视的刻板印象和态度在公众讨论中经常出现,塑造着老年人的经历。当前的研究展示了AGECovP,这是一个全面的数据集,包含来自领先社交媒体平台YouTube的各种视频。AGECovP旨在为研究人员提供有意义的见解,了解疫情期间老年人是如何被描绘的,以及诸如阴谋论、错误信息和反疫苗运动等话题是如何围绕老年人群体构建的。此外,该数据集还包括一组标记的评论,表明存在年龄歧视内容,使研究人员能够进行年龄歧视检测并分析在线话语中的年龄歧视。通过提供一个用于审视年龄歧视的公开和微妙形式的资源,AGECovP有助于开发应对针对老年人偏见的工具和方法。这个数据集促进了对社会态度的可操作见解,加强了包容性政策和干预措施的制定。我们的数据可在以下网址获取:https://zenodo.org/records/15800324 。