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. 2021 Apr:67:102757.
doi: 10.1016/j.scs.2021.102757. Epub 2021 Feb 3.

Examining the spatial and temporal relationship between social vulnerability and stay-at-home behaviors in New York City during the COVID-19 pandemic

Xinyu Fu  1 , Wei Zhai  2
Affiliations

Examining the spatial and temporal relationship between social vulnerability and stay-at-home behaviors in New York City during the COVID-19 pandemic

Xinyu Fu et al. Sustain Cities Soc. 2021 Apr.

Abstract

Social distancing and particularly staying at home are effective public health responses to the COVID-19 pandemic. The sheer scale of behavior changes across a mass population scale is unprecedented and will undoubtedly cause disproportionate hardships for certain vulnerable groups of population and marginalized communities during different periods of the pandemic. However, at the community level, few studies have considered the spatial and temporal variations in such public health behavior changes during this pandemic. We applied a geographically and temporally weighted regression (GTWR) to analyze the spatiotemporal pattern of community stay-at-home behaviors against social vulnerability indicators at the census tract level in New York City from March to August 2020. Our findings are generally supporting the conventional wisdom of social vulnerability yet they also offer new insights. Despite the spatial variations in the effects of social vulnerability on stay-at-home behaviors, people from different vulnerable groups are also exhibiting varying reactions to the pandemic over the duration of this study, thereby highlighting the importance of understanding the spatiotemporal pattern of public health behaviors to develop an effective policy response to avoid the risk of deepening inequalities and to promote a just and sustainable urban future.

Keywords: COVID-19; GTWR; Social distancing; Social vulnerability; Sustainability.

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Conflict of interest statement

The authors report no declarations of interest.

Figures

Fig. 1
Fig. 1
Covid-19 Cases in New York City from March to August.
Fig. 2
Fig. 2
Spatial Pattern of the Average Coefficients for Poverty in all time, during lockdown, and after the lockdown periods.
Fig. 3
Fig. 3
Spatial Pattern of the Average Coefficients for Unemployment in all time, during lockdown, and after the lockdown periods.
Fig. 4
Fig. 4
Spatial Pattern of the Average Coefficients for No High School Diploma in all time, during lockdown, and after the lockdown periods.
Fig. 5
Fig. 5
Temporal Variation of the Parameter Coefficients.
See this image and copyright information in PMC

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