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YouTube 上与福岛核灾难相关的视频:内容分析。

YouTube Videos Related to the Fukushima Nuclear Disaster: Content Analysis.

机构信息

Department of Radiation Protection, Beijing Center for Disease Prevention and Control, Beijing Research Center for Preventive Medicine, Beijing, China.

Department of Drug Research, Beijing SPXD-Pharm Research Corporation Limited, Beijing, China.

出版信息

JMIR Public Health Surveill. 2021 Jun 7;7(6):e26481. doi: 10.2196/26481.

Abstract

BACKGROUND

YouTube (Alphabet Incorporated) has become the most popular video-sharing platform in the world. The Fukushima Daiichi Nuclear Power Plant (FDNPP) disaster resulted in public anxiety toward nuclear power and radiation worldwide. YouTube is an important source of information about the FDNPP disaster for the world.

OBJECTIVE

This study's objectives were to examine the characteristics of YouTube videos related to the FDNPP disaster, analyze the content and comments of videos with a quantitative method, and determine which features contribute to making a video popular with audiences. This study is the first to examine FDNPP disaster-related videos on YouTube.

METHODS

We searched for the term "Fukushima nuclear disaster" on YouTube on November 2, 2019. The first 60 eligible videos in the relevance, upload date, view count, and rating categories were recorded. Videos that were irrelevant, were non-English, had inappropriate words, were machine synthesized, and were <3 minutes long were excluded. In total, 111 videos met the inclusion criteria. Parameters of the videos, including the number of subscribers, length, the number of days since the video was uploaded, region, video popularity (views, views/day, likes, likes/day, dislikes, dislikes/day, comments, comments/day), the tone of the videos, the top ten comments, affiliation, whether Japanese people participated in the video, whether the video recorder visited Fukushima, whether the video contained theoretical knowledge, and whether the video contained information about the recent situation in Fukushima, were recorded. By using criteria for content and technical design, two evaluators scored videos and grouped them into the useful (score: 11-14), slightly useful (score: 6-10), and useless (score: 0-5) video categories.

RESULTS

Of the 111 videos, 43 (38.7%) videos were useful, 43 (38.7%) were slightly useful, and 25 (22.5%) were useless. Useful videos had good visual and aural effects, provided vivid information on the Fukushima disaster, and had a mean score of 12 (SD 0.9). Useful videos had more views per day (P<.001), likes per day (P<.001), and comments per day (P=.02) than useless and slightly useful videos. The popularity of videos had a significant correlation with clear sounds (likes/day: P=.001; comments/day: P=.02), vivid information (likes/day: P<.001; comments/day: P=.007), understanding content (likes/day: P=.001; comments/day: P=.04). There was no significant difference in likes per day (P=.72) and comments per day (P=.11) between negative and neutral- and mixed-tone videos. Videos about the recent situation in Fukushima had more likes and comments per day. Video recorders who personally visited Fukushima Prefecture had more subscribers and received more views and likes.

CONCLUSIONS

The possible features that made videos popular to the public included video quality, videos made in Fukushima, and information on the recent situation in Fukushima. During risk communication on new forms of media, health institutes should increase publicity and be more approachable to resonate with international audiences.

摘要

背景

YouTube(Alphabet 公司)已成为全球最受欢迎的视频分享平台。福岛第一核电站(Fukushima Daiichi Nuclear Power Plant,FDNPP)灾难导致全球公众对核电和辐射感到焦虑。YouTube 是世界了解 FDNPP 灾难的重要信息来源。

目的

本研究的目的是研究与 FDNPP 灾难相关的 YouTube 视频的特征,使用定量方法分析视频的内容和评论,并确定哪些特征有助于使视频受到观众欢迎。这是首次对 YouTube 上与 FDNPP 灾难相关的视频进行研究。

方法

我们于 2019 年 11 月 2 日在 YouTube 上搜索“Fukushima nuclear disaster”一词。在相关性、上传日期、观看次数和评分类别中,记录前 60 个符合条件的视频。排除不相关、非英语、有不当词语、机器合成以及时长<3 分钟的视频。共有 111 个视频符合纳入标准。记录视频的参数,包括订阅者人数、时长、自视频上传以来的天数、地区、视频受欢迎程度(观看次数、观看次数/天、点赞数、点赞次数/天、差评数、差评次数/天、评论数、评论次数/天)、视频基调、前十条评论、所属机构、视频中是否有日本人参与、视频记录者是否去过福岛、视频是否包含理论知识、视频是否包含福岛近期情况的信息。两名评估员根据内容和技术设计标准对视频进行评分,并将其分为有用(评分:11-14)、略有帮助(评分:6-10)和无用(评分:0-5)视频类别。

结果

在 111 个视频中,43 个(38.7%)视频有用,43 个(38.7%)视频略有帮助,25 个(22.5%)视频无用。有用的视频具有良好的视听效果,生动地提供了福岛灾难的信息,平均得分为 12 分(SD 0.9)。有用的视频每天的观看次数(P<.001)、点赞次数(P<.001)和评论次数(P=.02)均高于无用和略有帮助的视频。视频的受欢迎程度与清晰的声音(点赞次数/天:P=.001;评论次数/天:P=.02)、生动的信息(点赞次数/天:P<.001;评论次数/天:P=.007)、易懂的内容(点赞次数/天:P=.001;评论次数/天:P=.04)显著相关。负面和中性-混合基调的视频之间的点赞次数/天(P=.72)和评论次数/天(P=.11)没有显著差异。有关福岛近期情况的视频每天获得的点赞和评论更多。亲自访问过福岛县的视频记录者拥有更多的订阅者,获得了更多的观看次数和点赞次数。

结论

可能使视频受到公众欢迎的特征包括视频质量、在福岛制作的视频以及福岛近期情况的信息。在新形式的媒体进行风险沟通时,健康机构应增加宣传,更加亲民,以引起国际受众的共鸣。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/140b/8218216/b4cca553d462/publichealth_v7i6e26481_fig1.jpg

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