Table 2.
Correlation of the rates of infection cases (COVID-19) and explanatory indices (moving direction entropy and the densities of institutes in local regions) quantified by the Spearman rank correlation for 53 local regions in Tokyo.
| Indices | Rates of infection cases: COVID-19 for 3 years |
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2020 | 2021 | 2022 | Average | P valuea | |||||||||||||||||||||||||
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Before April 5 | July 26 | October 17 | December 3 | April 1 | July 26 | October 18 | January 25 | April 1 | July 25 |
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| MDEb,c | 0.77 | 0.83 | 0.73 | 0.62 | 0.84 | 0.85 | 0.67 | 0.87 | 0.71 | 0.75 | 0.77 | —d | ||||||||||||||||||
| Density (/km2) | ||||||||||||||||||||||||||||||
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Restaurants | 0.74 | 0.86 | 0.77 | 0.65 | 0.82 | 0.85 | 0.55 | 0.83 | 0.76 | 0.78 | 0.76 | .37 | |||||||||||||||||
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Supermarkets | 0.74 | 0.81 | 0.77 | 0.66 | 0.75 | 0.83 | 0.58 | 0.80 | 0.77 | 0.73 | 0.74 | .11 | |||||||||||||||||
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Elementary schools | 0.65 | 0.83 | 0.69 | 0.54 | 0.74 | 0.80 | 0.60 | 0.76 | 0.73 | 0.74 | 0.71 | .002 | |||||||||||||||||
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High schools | 0.62 | 0.78 | 0.72 | 0.57 | 0.70 | 0.79 | 0.55 | 0.72 | 0.67 | 0.67 | 0.68 | <.001 | |||||||||||||||||
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Junior high schools | 0.66 | 0.81 | 0.72 | 0.56 | 0.73 | 0.80 | 0.63 | 0.73 | 0.73 | 0.72 | 0.71 | .004 | |||||||||||||||||
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Train stations | 0.67 | 0.83 | 0.74 | 0.63 | 0.79 | 0.79 | 0.56 | 0.82 | 0.71 | 0.77 | 0.73 | .02 | |||||||||||||||||
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Hospitals | 0.56 | 0.70 | 0.65 | 0.56 | 0.68 | 0.69 | 0.54 | 0.71 | 0.57 | 0.66 | 0.63 | <.001 | |||||||||||||||||
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Listed companies | 0.72 | 0.82 | 0.73 | 0.60 | 0.78 | 0.81 | 0.59 | 0.79 | 0.74 | 0.77 | 0.74 | .02 | |||||||||||||||||
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Population | 0.70 | 0.86 | 0.71 | 0.55 | 0.76 | 0.84 | 0.65 | 0.78 | 0.71 | 0.75 | 0.73 | .01 | |||||||||||||||||
at-test; P values show the significance of the superiority of MDE to other indices.
bMDE: moving direction entropy.
cThe MDE values were computed on used data set 1 for each period, and the rates of cases were obtained from used data set 2 for each period of 2 weeks.
dNot applicable.