数字包容:对Twitter上的用户行为和内容的混合方法研究
1Faculty of Health and Occupational Studies, Department of Caring Sciences, University of Gävle, Gävle, Sweden.
Digital health
|November 6, 2023
概括
数字包容性是Twitter上一个全球性的话题,用户分享内容以警告排斥和促进数字访问. 关于地方倡议和可持续发展的推特的参与度最高,突出了需要采取更多行动的必要性.
科学领域:
- 社会科学 社会科学 社会科学
- 沟通研究 沟通研究
- 数字人文学科 数字人文学科
背景情况:
- 数字包容是现代社会的一个关键方面,影响了获取信息,服务和机会的机会.
- 了解围绕数字包容性的在线话语对于制定有效策略至关重要.
- 推特是公众讨论各种社会问题的重要平台,包括数字公平.
研究的目的:
- 探索用户行为并描述与Twitter上的数字包容性相关的内容.
- 确定讨论数字包容的推特背后的主要动机.
- 分析数字包容性讨论的地理分布和参与模式.
主要方法:
- 一种混合方法的方法分析了15个月的14000条推特,标签是#数字包容.
- 隐藏的迪里克莱特分配 (LDA) 用于推特内容的统计主题建模.
- 手动定性内容分析在1000条推文的子集上进行.
主要成果:
- 他们发现了关于数字包容性的推特的四个主要动机:警告排斥,促进包容,呼吁采取行动和推动辩论.
- 讨论来自全球不同地区,包括美国,欧洲,非洲和亚洲,涉及3931个独特的用户帐户.
- 关于社区倡议和可持续发展的推特获得了最高的参与度 (转发和赞).
结论:
- 数字包容性是全球Twitter用户广泛讨论的主题.
- 调查结果强调了数字包容对于实现公平性和改善获得健康信息的重要性.
- 推特用户明确呼吁加大努力,打击数字排斥和促进数字公平.
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