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利用社交媒体推广公共健康知识:以推特为例促进癌症认知。

Leveraging Social Media to Promote Public Health Knowledge: Example of Cancer Awareness via Twitter.

机构信息

College of Computing SciencesDepartment of Information SystemsNew Jersey Institute of TechnologyNewark, NJUnited States.

Rutgers School of Communication and InformationDepartment of Library and Information ScienceNew Brunswick, NJUnited States.

出版信息

JMIR Public Health Surveill. 2016 Apr 28;2(1):e17. doi: 10.2196/publichealth.5205. eCollection 2016 Jan-Jun.

Abstract

BACKGROUND

As social media becomes increasingly popular online venues for engaging in communication about public health issues, it is important to understand how users promote knowledge and awareness about specific topics.

OBJECTIVE

The aim of this study is to examine the frequency of discussion and differences by race and ethnicity of cancer-related topics among unique users via Twitter.

METHODS

Tweets were collected from April 1, 2014 through January 21, 2015 using the Twitter public streaming Application Programming Interface (API) to collect 1% of public tweets. Twitter users were classified into racial and ethnic groups using a new text mining approach applied to English-only tweets. Each ethnic group was then analyzed for frequency in cancer-related terms within user timelines, investigated for changes over time and across groups, and measured for statistical significance.

RESULTS

Observable usage patterns of the terms "cancer", "breast cancer", "prostate cancer", and "lung cancer" between Caucasian and African American groups were evident across the study period. We observed some variation in the frequency of term usage during months known to be labeled as cancer awareness months, particularly September, October, and November. Interestingly, we found that of the terms studied, "colorectal cancer" received the least Twitter attention.

CONCLUSIONS

The findings of the study provide evidence that social media can serve as a very powerful and important tool in implementing and disseminating critical prevention, screening, and treatment messages to the community in real-time. The study also introduced and tested a new methodology of identifying race and ethnicity among users of the social media. Study findings highlight the potential benefits of social media as a tool in reducing racial and ethnic disparities.

摘要

背景

随着社交媒体成为在线参与公共卫生问题交流的热门场所,了解用户如何宣传特定主题的知识和意识非常重要。

目的

本研究旨在通过 Twitter 检查特定用户中癌症相关话题讨论的频率和种族差异。

方法

使用 Twitter 公共流媒体应用程序编程接口 (API) 从 2014 年 4 月 1 日至 2015 年 1 月 21 日收集推文,以收集 1%的公共推文。使用一种新的仅针对英语推文应用的文本挖掘方法将 Twitter 用户分类为种族和族裔群体。然后,根据用户时间线上的癌症相关术语的频率分析每个族裔群体,研究随时间的变化和群体间的变化,并测量其统计意义。

结果

在整个研究期间,白人和非裔美国人之间明显存在对术语“癌症”、“乳腺癌”、“前列腺癌”和“肺癌”的可观察使用模式。我们观察到在被标记为癌症宣传月的几个月中术语使用频率的一些变化,特别是 9 月、10 月和 11 月。有趣的是,我们发现在所研究的术语中,“结直肠癌”在 Twitter 上受到的关注最少。

结论

该研究的结果为社交媒体可以作为一种非常强大和重要的工具,实时向社区传播关键的预防、筛查和治疗信息提供了证据。该研究还介绍并测试了一种在社交媒体用户中识别种族和族裔的新方法。研究结果强调了社交媒体作为减少种族和族裔差异的工具的潜在好处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4275/4869239/a244549c317e/publichealth_v2i1e17_fig1.jpg

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