equity;
mobile phone data;
O-D flow;
social exclusion;
spatial interaction;
INTERACTION-MODEL;
ACCESSIBILITY;
PATTERNS;
AUTOCORRELATION;
WORKERS;
FLOWS;
D O I:
10.1080/24694452.2021.1956876
中图分类号:
P9 [自然地理学];
K9 [地理];
学科分类号:
0705 ;
070501 ;
摘要:
The COVID-19 pandemic has profoundly reshaped urban mobility. During the lockdown, workers teleworked if possible and left home only for essential activities. Our study investigates the spatial patterns of essential travel and their socioeconomic differences during the COVID-19 lockdown phase in comparison with the same period in 2019. Using data from Columbus, Ohio, we categorized travelers into high, moderate, and low socioeconomic status (SES) clusters and modeled travel demand of SES clusters for both phases using spatially weighted interaction models. Then, we characterized the SES variability in essential travel based on frequently visited business activities from each cluster. Results suggest that disparities in travel across SES clusters that existed prior to COVID-19 were exacerbated during the pandemic lockdown. The diffused travel pattern of high and moderate SES clusters became localized and the preexisting localized travel pattern of low SES clusters became diffused. During the lockdown, the low and moderate SES clusters traveled mostly for work with long- and medium-distance trips, respectively, whereas the high SES cluster traveled mostly for recreational and other nonwork purposes with short-distance trips. This study draws some conclusions and implications to help researchers and practitioners plan for resilient and economically vibrant transportation systems in response to future shocks.
机构:
Monash Univ Malaysia, Sch Pharm, Subang Jaya, Selangor, Malaysia
James Cook Univ, Coll Publ Hlth Med & Vet Sci, Townsville, Qld, AustraliaMonash Univ Malaysia, Sch Pharm, Subang Jaya, Selangor, Malaysia
Bhuvan, K. C.
Shrestha, Ranish
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机构:
Nepal Canc Hosp & Res Ctr, Infect Control Unit, Harisidhhi 44700, Lalitpur, Nepal
Nepal Hlth Res & Innovat Fdn, Lalitpur, NepalMonash Univ Malaysia, Sch Pharm, Subang Jaya, Selangor, Malaysia
Shrestha, Ranish
Leggat, Peter A.
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机构:
Monash Univ Malaysia, Sch Pharm, Subang Jaya, Selangor, Malaysia
James Cook Univ, Coll Publ Hlth Med & Vet Sci, Townsville, Qld, Australia
Univ Witwatersrand, Sch Publ Hlth, Fac Hlth Sci, Johannesburg, South AfricaMonash Univ Malaysia, Sch Pharm, Subang Jaya, Selangor, Malaysia
Leggat, Peter A.
Shankar, P. Ravi
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机构:
Int Med Univ, IMU Ctr Educ, Kuala Lumpur, MalaysiaMonash Univ Malaysia, Sch Pharm, Subang Jaya, Selangor, Malaysia
机构:
Jackson Hole Travel & Trop Med, POB 40, Kelly, WY 83011 USAJackson Hole Travel & Trop Med, POB 40, Kelly, WY 83011 USA
Shlim, David R.
Connor, Bradley A.
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机构:
Weill Cornell Med Coll, New York, NY 10065 USA
New York Ctr Travel & Trop Med, 110 East 55th St,16th Floor, New York, NY 10022 USAJackson Hole Travel & Trop Med, POB 40, Kelly, WY 83011 USA
Connor, Bradley A.
Taylor, David N.
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机构:
518 South 3rd Ave, Bozeman, MT 59715 USAJackson Hole Travel & Trop Med, POB 40, Kelly, WY 83011 USA