在斯德哥尔摩市政当局使用参与性会议和文本挖掘识别青年心理健康战略的问题:定性研究
Harsha Krishna1, Adam S Darwich1, Sebastiaan Meijer1
1Division of Health Informatics and Logistics, KTH Royal Institute of Technology, Hälsovägen 11C, Huddinge, Stockholm, 141 57, Sweden, 46 8 790 60 00.
Online journal of public health informatics
|July 28, 2025
概括
数据可视化弥合了城市利益相关者的知识差距,促进了青年精神健康. 这种方法促进了合作,并改善了对当地福祉战略和挑战的理解.
科学领域:
- 公共卫生 公共卫生
- 数据科学数据科学数据科学
- 社区健康 社区健康
背景情况:
- 社会经济和环境因素对年轻人的心理健康有很大的影响.
- 促进年轻人的心理健康对于他们的成年发展至关重要.
- 当地政府面临的挑战是将青年福利战略置于背景,并进行比较.
研究的目的:
- 利用来自融合数据源的数据可视化来增强有关青少年心理健康的利益相关者讨论.
- 展示数据可视化作为边界对象,将不同卫生系统领域的知识连接起来.
- 促进卫生保健系统内的专业和孤立群体之间的理解和协作.
主要方法:
- 与来自Lidingö和Nynäshamn市的利益相关者进行了15次研讨会.
- 使用Kullback-Leibler分歧的矩阵分解来提取1000个特征和10个主题集群.
- 分析了转录的研讨会互动,以确定青年福祉的因素和策略.
主要成果:
- 利益相关者可以将当地观察与国家统计数据联系起来.
- 确定了对幸福感的概念化,青少年压力的来源和数据收集策略的差异.
- 运动推广是常见的,但休活动的选择因市政和专业而异.
结论:
- 数据驱动的可视化有助于弥补市政利益相关者之间的数据孤岛造成的知识差距.
- 参与者建议根据可视化方法对未来调查进行修改.
- 该方法支持知识共享和可持续的跨部门合作.
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