超越数字:在社交媒体中使用定性方法的机遇和挑战 关于PrEP话语的研究
Joanne E Mantell1, Tsitsi B Masvawure2, Tatiana Gonzalez-Argoti3
1HIV Center for Clinical and Behavioral Studies, Gender, Sexuality and Health Area, Columbia University Department of Psychiatry, New York, USA.
American journal of health promotion : AJHP
|April 29, 2025
概括
通过分析社交媒体健康沟通,这项研究发现,定性方法在理解平台对话语的影响方面表现出色,而多方法方法需要更好的整合框架来讨论艾滋病毒预防.
科学领域:
- 卫生传播健康传播
- 社交媒体分析 社交媒体分析
- 公共卫生 公共卫生
背景情况:
- 社交媒体平台对于促进健康和社区话语至关重要,特别是对于艾滋病毒预防.
- 社交媒体上的暴露前预防 (PrEP) 话语为分析健康传播方法提供了一个案例研究.
- 了解平台架构对健康话语质量的影响至关重要.
研究的目的:
- 检查在社交媒体平台上分析健康沟通的定性和多方法方法.
- 在PrEP话语的背景下,记录定性和多方法分析的优缺点.
- 确定改善社交媒体健康数据分析框架的需求.
主要方法:
- 对23项分析社交媒体数据的研究进行了回顾,重点关注 PrEP.
- 对定性方法和多方法方法的比较分析.
- 检查平台架构 (例如Reddit,X,TikTok) 如何影响话语.
主要成果:
- 定性分析有效地捕捉了平台架构如何塑造话语质量 (例如,Reddit的深度与X的简洁性).
- 像TikTok这样的短视频平台能够创造性表达,但限制了话语深度.
- 多方法研究 (n=15) 往往难以将定量数据与定性见解整合起来.
- 挑战包括数据过渡性,上下文保存和真实后验证.
结论:
- 定性方法为健康沟通中的平台特定话语动态提供了独特的见解.
- 现有的多方法方法需要增强的框架,以有效地整合计算和定性分析.
- 未来的研究应该专注于开发强大的方法来解决社交媒体数据对公共卫生洞察力的固有挑战.
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