在Twitter上长期COVID的脉:社交网络分析
Ikhwan Yuda Kusuma1,2, Suherman Suherman3,4
1Institute of Clinical Pharmacy, University of Szeged, H-6725 Szeged, Hungary.
Archives of Iranian medicine
|March 3, 2024
概括
对推特数据的社交网络分析揭示了讨论长期COVID的关键主题和有影响力的用户. 大多数关于长期COVID的在线对话表达了负面情绪,突出了关键信息评估的必要性.
科学领域:
- 公共卫生 公共卫生
- 社交媒体分析 社交媒体分析
- 卫生沟通健康沟通
背景情况:
- 长期COVID在急性感染后呈现复杂,持久的症状.
- 社交网络分析 (SNA) 提供了对社区健康讨论的快速洞察.
- 了解在线话语对于公共卫生干预至关重要.
研究的目的:
- 识别关于长期COVID的Twitter话语中的关键主题.
- 确定有影响力的用户和信息来源.
- 分析关于长期COVID的整体公众情绪.
主要方法:
- 采集了使用"长期COVID"关键词 (2022年12月 - 2023年2月) 的119,185条推文.
- 使用NodeXL Pro进行数据收集,使用Gephi进行网络可视化.
- 使用Azure机器学习进行情绪分析.
主要成果:
- 确定医疗专业人员,研究人员和媒体作为关键影响者.
- 标签#longCOVID是最常见的,这表明了社区的重大关注.
- 情绪分析显示,关于长期COVID的推文主要是负面的.
结论:
- 强调对来自影响者和各种来源的信息进行批判性评估.
- 强调社交媒体分析对于理解公共卫生话语的价值.
- 建议未来研究社交媒体在塑造健康观念和行为中的作用.
相关概念视频
01:11Pulse Assessment Sites
1.0K
Pulse assessment sites are crucial in evaluating a patient's cardiovascular health. By assessing the pulsations of arteries at specific anatomical locations, healthcare professionals can gather valuable information about blood flow, heart rate, and peripheral circulation. Understanding these pulse assessment sites is essential for conducting comprehensive cardiovascular evaluations and monitoring patients' overall health. These sites are strategically chosen due to the accessibility and...
1.0K
01:05Long-term Depression
30.9K
Long-term depression, or LTD, is one of the ways by which synaptic plasticity—changes in the strength of chemical synapses—can occur in the brain. LTD is the process of synaptic weakening that occurs over time between pre and postsynaptic neuronal connections. The synaptic weakening of LTD works in opposition to synaptic strengthening by long-term potentiation (LTP) and together are the main mechanisms that underlie learning and memory.
30.9K
01:22Chronic Obstructive Pulmonary Disease
1.2K
COPD is defined as a heterogeneous lung condition marked by persistent respiratory symptoms such as dyspnea, cough, and sputum production, caused by abnormalities in the airways that cause airflow obstruction.
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
1.2K
01:20Chronic Obstructive Pulmonary Disease-I: Introduction
2.8K
Chronic Obstructive Pulmonary Disease (COPD) is a long-lasting respiratory condition requiring continuous attention and care. It is a progressive lung disease that leads to breathing challenges due to airflow obstruction. It manifests as persistent respiratory symptoms and restricted airflow resulting from abnormalities in the airways and alveoli, usually due to long-term exposure to harmful particles or gases. COPD mainly consists of two primary conditions: emphysema and chronic bronchitis.
2.8K
01:27Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
2.5K
Assessing and diagnosing Chronic Obstructive Pulmonary Disease (COPD) involves a detailed approach that includes a comprehensive review of medical history, physical examination, and a variety of diagnostic tests. This thorough evaluation is essential to ensure an accurate diagnosis and guide effective management strategies.
Medical History
Medical History
2.5K
01:28Social Anxiety Disorder
34
Social anxiety disorder, also known as social phobia, is characterized by an intense fear of social situations where one might face humiliation, rejection, embarrassment, or negative evaluation. This disorder leads individuals to avoid activities like casual conversations, public speaking, or seemingly simple tasks such as eating, signing documents, or swimming, in public settings. Its impact extends beyond discomfort, often significantly interfering with daily functioning and quality of life.
34