Institute for the Advanced Study of Human Biology, Kyoto University, Kyoto, Japan.
Research and Development Centre for Digital Nature, University of Tsukuba, Tsukuba, Japan.
J Med Internet Res. 2023 Aug 23;25:e42669. doi: 10.2196/42669.
Scientific studies from North America and Europe tend to predominate the internet and benefit English-speaking users. Meanwhile, the COVID-19 death rate was high at the onset of the pandemic in Spanish-speaking countries, and information about nearby Caribbean countries was rarely highlighted. Given the rise in social media use in these regions, the web-based dissemination of scientific information related to COVID-19 must be thoroughly examined.
This study aimed to provide a multidimensional analysis of peer-reviewed information circulation related to COVID-19 in Spanish-speaking and Caribbean regions.
COVID-19-related, peer-reviewed resources shared by web-based accounts located in Spanish-speaking and Caribbean regions were identified through the Altmetric website, and their information was collected. A multidimensional model was used to examine these resources, considering time, individuality, place, activity, and relations. Time was operationalized as the 6 dates of data collection, individuality as the knowledge area and accessibility level, place as the publication venue and affiliation countries, activity as the Altmetric score and number of mentions in the selected regions, and relations as coauthorship between countries and types of social media users who disseminated COVID-19-related information.
The highest information circulation peaks in Spanish-speaking countries were from April 2020 to August 2020 and from December 2020 to April 2021, whereas the highest peaks in Caribbean regions were from December 2019 to April 2020. Regarding Spanish-speaking regions, at the onset of the pandemic, scientific expertise was concentrated on a few peer-reviewed sources written in English. The top scientific journals mentioned were from English-speaking, westernized regions, whereas the top scientific authorships were from China. The most mentioned scientific resources were about breakthrough findings in the medical and health sciences area, written in highly technical language. The top relationships were self-loops in China, whereas international collaborations were between China and the United States. Argentina had high closeness and betweenness, and Spain had high closeness. On the basis of social media data, a combination of media outlets; educational institutions; and expert associations, particularly from Panama, influenced the diffusion of peer-reviewed information.
We determined the diffusion patterns of peer-reviewed resources in Spanish-speaking countries and Caribbean territories. This study aimed to advance the management and analysis of web-based public data from non-white people to improve public health communication in their regions.
北美的科学研究和欧洲的科学研究往往在互联网上占据主导地位,并使讲英语的用户受益。与此同时,西班牙语国家在大流行初期的 COVID-19 死亡率很高,关于附近加勒比国家的信息很少被强调。考虑到这些地区社交媒体使用量的增加,必须彻底检查与 COVID-19 相关的基于网络的科学信息传播。
本研究旨在对西班牙语和加勒比地区与 COVID-19 相关的同行评议信息传播进行多维分析。
通过 Altmetric 网站识别和收集位于西班牙语和加勒比地区的网络账户分享的与 COVID-19 相关的同行评议资源,并使用多维模型对这些资源进行检查,考虑时间、个性、地点、活动和关系。时间表现为 6 次数据收集日期,个性表现为知识领域和可及性水平,地点表现为出版地点和隶属国家,活动表现为 Altmetric 分数和在选定地区的提及次数,关系表现为国家之间的合著以及传播 COVID-19 相关信息的社交媒体用户类型。
西班牙语国家的信息传播高峰出现在 2020 年 4 月至 8 月和 2020 年 12 月至 2021 年 4 月,而加勒比地区的信息传播高峰出现在 2019 年 12 月至 2020 年 4 月。在西班牙地区,大流行初期,科学专业知识集中在少数用英语撰写的同行评议来源上。提到的顶级科学期刊来自英语国家,而顶级科学作者来自中国。被提及最多的科学资源是关于医学和健康科学领域的突破性发现,用高度技术性的语言撰写。顶级关系是中国的自循环,而国际合作是中国和美国之间的合作。阿根廷具有较高的接近度和中介度,西班牙具有较高的接近度。根据社交媒体数据,巴拿马的媒体机构、教育机构和专家协会的组合尤其影响了同行评议信息的传播。
我们确定了西班牙语国家和加勒比领土的同行评议资源的传播模式。本研究旨在推进对非白人的基于网络的公共数据的管理和分析,以改善其地区的公共卫生传播。