检查危险饮酒的社会世界. 来自Twitter数据分析的洞察力
Ashir Ahmed1,2, Jenny Martin3, David Towl4
1College of Computer and information Systems, Prince Sultan University, Riyadh, Saudi Arabia.
PloS one
|February 23, 2024
概括
这项研究分析了社交媒体数据,以了解澳大利亚维多利亚州的危险饮酒行为. 年龄在25-34岁的年轻父亲在关于饮酒的在线讨论中最活跃,突出了正常化的狂饮文化.
科学领域:
- 社会科学 社会科学 社会科学
- 公共卫生 公共卫生
- 数字社会学 数字社会学
背景情况:
- 社交媒体数据为用户行为提供了洞察力,包括酒精消费.
- 社交媒体上的与酒精有关的内容与增加的酒精使用,渴望和成有关.
研究的目的:
- 分析社交媒体数据以了解澳大利亚维多利亚州风险饮酒的社会世界.
- 确定与在线讨论酒精消费相关的关键主题和人口统计数据.
主要方法:
- 覆盖范围的文献审查和在线调查与一般社区和卫生专业人员确定关键词.
- 使用Talkwalker进行社交媒体分析,使用NVIVO对172条推特帖子进行定性分析.
- 从Twitter数据分析生成了1021个结果.
主要成果:
- 在Twitter上讨论酒精的主要人口群体是年轻的25-34岁的父亲.
- 维多利亚州的酒精消费文化,正如Twitter上所反映的那样,使冒险和暴饮暴饮成为正常.
- 分析揭示了与酒精消费模式相关的特定关键词和主题.
结论:
- 社交媒体分析可以有效地绘制出危险饮酒的社会背景.
- 年轻的父亲代表了维多利亚州在线与酒精有关的对话中的关键人口统计数据.
- 这些发现强调了澳大利亚更广泛的饮酒文化中饮酒狂欢的正常化.
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