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新冠疫情期间公共医疗专业人员与技术社区利用脸书群组促进想法分享和众包的特征分析与比较:横断面观察性研究

Characterization and Comparison of the Utilization of Facebook Groups Between Public Medical Professionals and Technical Communities to Facilitate Idea Sharing and Crowdsourcing During the COVID-19 Pandemic: Cross-sectional Observational Study.

作者信息

Xun Helen, He Waverley, Chen Jonlin, Sylvester Scott, Lerman Sheera F, Caffrey Julie

机构信息

Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.

Department of Psychiatry and Behavioral Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.

出版信息

JMIR Form Res. 2021 Apr 30;5(4):e22983. doi: 10.2196/22983.

Abstract

BACKGROUND

Strict social distancing measures owing to the COVID-19 pandemic have led people to rely more heavily on social media, such as Facebook groups, as a means of communication and information sharing. Multiple Facebook groups have been formed by medical professionals, laypeople, and engineering or technical groups to discuss current issues and possible solutions to the current medical crisis.

OBJECTIVE

This study aimed to characterize Facebook groups formed by laypersons, medical professionals, and technical professionals, with specific focus on information dissemination and requests for crowdsourcing.

METHODS

Facebook was queried for user-created groups with the keywords "COVID," "Coronavirus," and "SARS-CoV-2" at a single time point on March 31, 2020. The characteristics of each group were recorded, including language, privacy settings, security requirements to attain membership, and membership type. For each membership type, the group with the greatest number of members was selected, and in each of these groups, the top 100 posts were identified using Facebook's algorithm. Each post was categorized and characterized (evidence-based, crowd-sourced, and whether the poster self-identified). STATA (version 13 SE, Stata Corp) was used for statistical analysis.

RESULTS

Our search yielded 257 COVID-19-related Facebook groups. Majority of the groups (n=229, 89%) were for laypersons, 26 (10%) were for medical professionals, and only 2 (1%) were for technical professionals. The number of members was significantly greater in medical groups (21,215, SD 35,040) than in layperson groups (7623, SD 19,480) (P<.01). Medical groups were significantly more likely to require security checks to attain membership (81% vs 43%; P<.001) and less likely to be public (3 vs 123; P<.001) than layperson groups. Medical groups had the highest user engagement, averaging 502 (SD 633) reactions (P<.01) and 224 (SD 311) comments (P<.01) per post. Medical professionals were more likely to use the Facebook groups for education and information sharing, including academic posts (P<.001), idea sharing (P=.003), resource sharing (P=.02) and professional opinions (P<.001), and requesting for crowdsourcing (P=.003). Layperson groups were more likely to share news (P<.001), humor and motivation (P<.001), and layperson opinions (P<.001). There was no significant difference in the number of evidence-based posts among the groups (P=.10).

CONCLUSIONS

Medical professionals utilize Facebook groups as a forum to facilitate collective intelligence (CI) and are more likely to use Facebook groups for education and information sharing, including academic posts, idea sharing, resource sharing, and professional opinions, which highlights the power of social media to facilitate CI across geographic distances. Layperson groups were more likely to share news, humor, and motivation, which suggests the utilization of Facebook groups to provide comedic relief as a coping mechanism. Further investigations are necessary to study Facebook groups' roles in facilitating CI, crowdsourcing, education, and community-building.

摘要

背景

由于新冠疫情实施的严格社交距离措施,使人们更加依赖社交媒体,如脸书群组,作为沟通和信息共享的手段。医学专业人士、普通民众以及工程或技术团体已经组建了多个脸书群组,以讨论当前问题及应对当前医疗危机的可能解决方案。

目的

本研究旨在描述由普通民众、医学专业人士和技术专业人士组建的脸书群组的特征,特别关注信息传播和众包请求。

方法

于2020年3月31日的单个时间点,在脸书上查询用户创建的包含关键词“COVID”“冠状病毒”和“SARS-CoV-2”的群组。记录每个群组的特征,包括语言、隐私设置、获得成员资格所需的安全要求以及成员类型。对于每种成员类型,选择成员数量最多的群组,并在这些群组中的每一个中,使用脸书算法确定前100条帖子。对每条帖子进行分类和特征描述(基于证据、众包以及发帖者是否自我识别)。使用STATA(版本13 SE,Stata公司)进行统计分析。

结果

我们的搜索产生了257个与新冠疫情相关的脸书群组。大多数群组(n = 229,89%)是面向普通民众的,26个(10%)是面向医学专业人士的,只有2个(1%)是面向技术专业人士的。医学群组的成员数量(21,215,标准差35,040)显著多于普通民众群组(7623,标准差19,480)(P <.01)。与普通民众群组相比,医学群组获得成员资格更有可能需要安全检查(81%对43%;P <.001),且不太可能是公开群组(3个对123个;P <.001)。医学群组的用户参与度最高,每条帖子平均有502(标准差633)个反应(P <.01)和224(标准差311)条评论(P <.01)。医学专业人士更有可能将脸书群组用于教育和信息共享,包括学术帖子(P <.001)、想法分享(P =.003)、资源分享(P =.02)和专业意见(P <.001),以及众包请求(P =.003)。普通民众群组更有可能分享新闻(P <.001)、幽默和激励内容(P <.001)以及普通民众的意见(P <.001)。各群组之间基于证据的帖子数量没有显著差异(P =.10)。

结论

医学专业人士利用脸书群组作为促进集体智慧(CI)的平台,并且更有可能将脸书群组用于教育和信息共享,包括学术帖子、想法分享、资源分享和专业意见,这凸显了社交媒体在跨越地理距离促进集体智慧方面的力量。普通民众群组更有可能分享新闻、幽默和激励内容,这表明利用脸书群组提供喜剧性缓解作为一种应对机制。有必要进一步调查脸书群组在促进集体智慧、众包、教育和社区建设中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4783/8092029/7359c09a457d/formative_v5i4e22983_fig1.jpg

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