Covid-19;
Moving pattern;
Mobile spatial statistics;
Population concentration;
Big data;
D O I:
10.1016/j.trip.2020.100212
中图分类号:
U [交通运输];
学科分类号:
08 ;
0823 ;
摘要:
At the time of writing, the world is facing the new coronavirus pandemic, which has been declared one of the most dangerous disasters of the 21st century. All nations and communities have applied many countermeasures to control the spread of the epidemic. In terms of countermeasures, lockdowns and reductions of social activities are meant to flatten the curve of infection. Nevertheless, to date, there has been no evaluation of the effectiveness of these methods. Thus, the present study aims to interpret the change in the population density of Sapporo city in the emergency's period declaration using big data obtained from mobile spatial statistics. The results indicate that, in the time of refraining from traveling, the city's residents have been more likely to stay home and less likely to travel to the center area. This has led to a decrease of up to 90% of the population density in crowded areas. The study's outcomes partly explain the statement of reducing 70%-80% of contact between people in line with the purpose of the emergency declaration. Moreover, these findings establish the primary step for further analysis of estimating the efficiency of policy in controlling the epidemic.
机构:
Keio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Washington Univ, Sch Med, Med Educ Program, St Louis, MI USA
Keio Univ, Sch Med, Dept Hlth Policy & Management, 35 Shinanomachi,Shinju Ku, Tokyo 1608582, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Ghaznavi, Cyrus
Ishikane, Masahiro
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机构:
Natl Ctr Global Hlth & Med, Dis Control & Prevent Ctr, Tokyo, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Ishikane, Masahiro
Yoneoka, Daisuke
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机构:
Keio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Univ Tokyo, Grad Sch Med, Dept Global Hlth Policy, Tokyo, Japan
Tokyo Fdn Policy Res, Tokyo, Japan
Natl Inst Infect Dis, Infect Dis Surveillance Ctr, Tokyo, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Yoneoka, Daisuke
Tanoue, Yuta
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机构:
Keio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Waseda Univ, Inst Business & Finance, Tokyo, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Tanoue, Yuta
Kawashima, Takayuki
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Tokyo Inst Technol, Dept Math & Comp Sci, Tokyo, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Kawashima, Takayuki
Eguchi, Akifumi
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机构:
Keio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Chiba Univ, Ctr Prevent Med Sci, Chiba, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Eguchi, Akifumi
Nomura, Shuhei
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h-index: 0
机构:
Keio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
Univ Tokyo, Grad Sch Med, Dept Global Hlth Policy, Tokyo, Japan
Tokyo Fdn Policy Res, Tokyo, JapanKeio Univ, Sch Med, Dept Hlth Policy & Management, Tokyo, Japan
机构:
Ottawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Univ Ottawa, Dept Family Med, Ottawa, ON, Canada
ICES, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Myran, Daniel T.
Cantor, Nathan
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机构:
Ottawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Cantor, Nathan
Pugliese, Michael
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机构:
ICES, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Pugliese, Michael
Hayes, Tavis
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Epidemiol & Publ Hlth, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Hayes, Tavis
Talarico, Robert
论文数: 0引用数: 0
h-index: 0
机构:
ICES, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Talarico, Robert
Kurdyak, Paul
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h-index: 0
机构:
ICES, Mental Hlth & Addict Res Program, Toronto, ON, Canada
Univ Toronto, Dept Psychiat, Toronto, ON, Canada
Ctr Addict & Mental Hlth, Inst Mental Hlth Policy Res, Toronto, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Kurdyak, Paul
Qureshi, Danial
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机构:
Ottawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
Qureshi, Danial
Tanuseputro, Peter
论文数: 0引用数: 0
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机构:
Ottawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
ICES, Ottawa, ON, Canada
Bruyere Res Inst, Ottawa, ON, Canada
Univ Ottawa, Dept Med, Ottawa, ON, CanadaOttawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada