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Escaping to nature during a pandemic: A natural experiment in Asian cities during the COVID-19 pandemic with big social media data

机译:在大流行期间逃到自然:在Covid-19大流行病中的亚洲城市自然实验,具有大社交媒体数据

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摘要

As global communities respond to the spread of coronavirus disease 2019 (COVID-19), urban residents worldwide have reduced their mobility, which may have incidentally kept people away from greenspaces. Surprisingly, anecdotal evidence suggests greenspace use surged in Asian cities. In this study, we used the COVID-19 pandemic as a natural experiment to investigate individuals' behavioral changes in greenspace use before and during the pandemic. We created a longitudinal panel dataset comprising Instagram posts from 100,232 users relating to 1185 greenspaces in four Asian cities: Hong Kong, Singapore, Tokyo, and Seoul. We found a 5.3% increase in the odds of people using greenspaces for every 100-case increase in weekly new cases. The models also revealed that people prefer nature parks that are large and close to city centers. In summary, because of the established physical and mental health benefits of greenspaces, people have been escaping to nature to cope with the pandemic in Asian cities.
机译:随着全球社区对2019年冠状病毒疾病的蔓延(Covid-19)的回应,全球城市居民减少了流动性,这可能偶然地让人们远离绿色空间。令人惊讶的是,轶事证据表明绿地空间在亚洲城市使用飙升。在这项研究中,我们使用Covid-19大流行作为一种自然的实验,以调查个人在大流行前和期间的种族空间的行为变化。我们创建了一个纵向面板数据集,包括来自100,232名用户的Instagram帖子,与四个亚洲城市有关1185个蔬菜:香港,新加坡,东京和首尔。我们发现使用绿色空间的人们的几率增加5.3%,每次新案例都会增加。该模型还透露,人们更喜欢大型和靠近城市中心的自然公园。总之,由于种植植物的既定身心健康益处,人们一直逃到自然,以应对亚洲城市的大流行。

著录项

  • 来源
    《Science of the total environment》 |2021年第10期|146092.1-146092.13|共13页
  • 作者单位

    Department of Architecture and Civil Engineering City University of Hong Kong Hong Kong City University of Hong Kong Shenzhen Research Institute Shenzhen China;

    Department of Urban Planning and Design The University of Hong Kong Hong Kong;

    Department of Architecture and Civil Engineering City University of Hong Kong Hong Kong;

    Department of Architecture and Civil Engineering City University of Hong Kong Hong Kong;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Urban greenspace; Coronavirus; COVID-19; Urban big data; Social media; Parks;

    机译:城市绿地;新冠病毒;新冠肺炎;城市大数据;社交媒体;公园;

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