在社交媒体上分析,氨酸和氨酸:一项信息学研究
Juan Pablo Chart-Pascual1,2,3,4,5, Miguel Angel Alvarez-Mon6,7,8,9, Maria Montero-Torres7
1Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, UK. juan.chart_pascual@kcl.ac.uk.
International journal of bipolar disorders
|October 24, 2025
概括
在医疗保健专业人员中,在X (以前的Twitter) 上产生了最多的参与,而患者则更多地讨论了. 社交媒体揭示了对心理健康治疗观念和趋势的见解.
科学领域:
- 精神病学是一个精神病学.
- 数字健康数字健康
- 社交媒体分析 社交媒体分析
背景情况:
- 是双相情感障碍 (BD) 维护的黄金标准,处方数量正在下降.
- 第二代抗精神病药物 (SGA),如氨酸和氨酸的使用正在增加.
- 社交媒体 (X/Twitter) 提供了对治疗感知的实时洞察力.
研究的目的:
- 在X上分析,氨酸和氨酸的表征.
- 专注于推特的用户类型,参与度和主题内容.
- 了解影响治疗趋势的公众和专业认知.
主要方法:
- 混合方法,对英语和西班牙语推特的观察研究 (2008-2022年).
- 使用机器学习分析了提及,酸和氨酸的推文.
- 根据用户类型和临床/非临床主题分类推文.
主要成果:
- 奎蒂亚平是最常被提及的药物 (69.4%),其次是酸 (19.1%) 和 (11.5%).
- 的推文具有最高的参与度 (喜欢/转发). 患者专注于奎胺;专业人士讨论了.
- 英语推特更多地讨论了副作用和有效性;西班牙语推特专注于药物短缺.
结论:
- 虽然被提及最少,但参与度最高,特别是从专业人士那里.
- 奎蒂亚平的高患者提及表明广泛的,可能有问题的使用.
- 社交媒体分析对于理解影响心理健康治疗,坚持治疗和处方的观念是有价值的.
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