在信息技术 (IT) 专业人员中探索心理健康素养:推特内容分析
Edlin Garcia Colato1, Yang Gao2, Catherine M Sherwood-Laughlin3
1Department of Health and Wellness Design, Indiana University School of Public Health-Bloomington, Bloomington, Indiana, United States of America.
PLOS digital health
|November 6, 2025
概括
信息技术专业人员在网上讨论心理健康素养,重点关注风险因素和寻求帮助. 最少讨论的是承认特定疾病,强调需要有针对性的宣传活动.
科学领域:
- 数字健康数字健康
- 心理健康 识字 心理健康 识字
- 社交媒体分析 社交媒体分析
背景情况:
- 传统的心理健康素养研究依赖于调查和小贴士.
- 在自然环境中评估心理健康素养对于可操作的见解至关重要.
- 社交媒体平台提供了一个独特的环境来研究现实世界的心理健康话语.
研究的目的:
- 分析信息技术 (IT) 专业人员推文中心理健康素养维度的频率.
- 了解IT部门在社交媒体上的心理健康讨论模式.
- 根据IT专业人员的在线沟通,识别IT专业人员在心理健康素养方面的差距.
主要方法:
- 从IT特定账户收集了15782条与心理健康有关的推文 (2018年10月 - 2022年10月).
- 采用多类文本分类方法的内容分析.
- 根据心理健康素养的四个维度对推特进行了分类.
主要成果:
- 讨论"关于风险因素和原因的知识和信念,自我治疗/干预以及可用的专业帮助"的推文最频繁 (n=6,179).
- 关注"识别特定疾病的能力"的推文是最不常见的 (n=196).
- 在IT专业话语中,不同心理健康素养维度的普及率存在显著差异.
结论:
- 像X (以前的推特) 这样的社交媒体平台可以被利用来提高心理健康意识.
- 需要针对IT专业人员提供针对性教育内容,以识别障碍和寻求帮助.
- 将心理健康素养倡议与IT部门组织整合起来,可以改善现场的整体心理健康.
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