COVID-19后健康生活方式意识的动态模式:使用谷歌趋势和joinpoint回归的研究
Zahroh Shaluhiyah1, Shabrina Arifia Qatrannada1, Roshan Kumar Mahato2
1Department of Health Promotion, Faculty of Public Health, Diponegoro University, Semarang, Indonesia.
Frontiers in big data
|January 29, 2026
概括
在COVID-19大流行期间和之后,公众对心理健康和睡眠的兴趣增加了,而对饮食和吸烟的兴趣却下降了. 谷歌趋势数据揭示了健康优先事项的转变.
科学领域:
- 公共卫生 公共卫生
- 数字健康数字健康
- 行为科学 行为科学
背景情况:
- 随着COVID-19的流行,公众更加关注健康行为.
- 在线搜索趋势为不断变化的公共卫生问题提供了洞察力.
- 分析数字兴趣可以为公共卫生战略提供信息.
研究的目的:
- 检查COVID-19大流行之前,期间和之后关键健康行为的公共利益变化.
- 评估与心理健康,饮食,睡眠,屏幕时间,体力活动和吸烟有关的在线搜索量变化.
- 使用谷歌趋势数据识别与健康相关的数字兴趣趋势.
主要方法:
- 对2019年至2023年的谷歌趋势数据进行分析.
- 加入点回归的应用,以检测随时间的搜索量显著变化.
- 使用曼-惠特尼U测试来比较不同时期的平均搜索量.
主要成果:
- 在心理健康 (尤其是焦虑) 和睡眠方面,人们观察到公众兴趣的持续增长,统计学上显著的积极趋势.
- 在大流行期间,对体力活动和屏幕时间的兴趣增加了,但在之后没有持续下去.
- 公众对健康饮食和吸烟的兴趣尽管对健康有影响,但仍然停滞或减少.
结论:
- 公众对健康行为的兴趣在COVID-19后波动,只有心理健康和睡眠显示持久的参与.
- 谷歌趋势可以作为促进公共卫生的早期指标,反映出个人相关的健康问题.
- 该研究强调了公共卫生优先事项的动态性质,以应对全球事件.
更多相关视频
03:42High-Speed Human Temporal Bone Sectioning for the Assessment of COVID-19-Associated Middle Ear Pathology
Published on: May 18, 2022
2.6K
09:03Nasal Brushing Sampling and Processing Using Digital High Speed Ciliary Videomicroscopy – Adaptation for the COVID-19 Pandemic
Published on: November 7, 2020
5.6K
相关概念视频
Regression Toward the Mean
7.0K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
7.0K
Self-Awareness and Its Effects
310
Self-awareness is a psychological state in which the individual becomes the focal point of their attention. This inward focus transforms the self into an object of contemplation and assessment, influencing how individuals perceive their actions and their alignment with personal and societal standards.Triggers and Contexts for Self-AwarenessSelf-awareness can be activated by external stimuli that make individuals visually or audibly aware of themselves, such as mirrors, cameras, or recordings.
310
Altered States of Awareness
1.1K
Altered states of consciousness represent significant deviations from one's normal mental state. These deviations can range from subtle changes in awareness to profound transformations in perception, thought processes, and sensory experiences. Altered states of consciousness can be triggered by various factors, including drug use, meditation, hypnosis, illness, or even intense fatigue.
The ingestion of substances like stimulants or hallucinogens leads to chemical alterations in the brain...
The ingestion of substances like stimulants or hallucinogens leads to chemical alterations in the brain...
1.1K
Subconsciousness and No Awareness
707
The concept of subconscious awareness refers to the processing of information below the level of conscious thought, which significantly influences both behaviors and decisions. It is also known as waking subconscious awareness. This complex level of cognition operates without the direct awareness of the individual, facilitating rapid and simultaneous handling of multiple information streams.
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
707
Multiple Regression
4.0K
Multiple regression assesses a linear relationship between one response or dependent variable and two or more independent variables. It has many practical applications.
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
4.0K
Introduction to Stress and Lifestyle
641
Stress is a multifaceted response to events perceived as challenging or threatening, highlighting physical, emotional, cognitive, and behavioral reactions. Physically, stress can lead to fatigue, sleep disruptions, and various health issues such as frequent colds, chest pains, and nausea. Emotionally, it can manifest as anxiety, depression, irritability, and anger triggered by both minor and major life events. Cognitively, it may result in difficulty in concentration, memory, and...
641
