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. 2024 Aug 21;10:e57742. doi: 10.2196/57742

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

2020 2021 2022 Average P valuea

Before April 5 July 26 October 17 December 3 April 1 July 26 October 18 January 25 April 1 July 25

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)

Restaurants 0.74 0.86 0.77 0.65 0.82 0.85 0.55 0.83 0.76 0.78 0.76 .37

Supermarkets 0.74 0.81 0.77 0.66 0.75 0.83 0.58 0.80 0.77 0.73 0.74 .11

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

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

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

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

Hospitals 0.56 0.70 0.65 0.56 0.68 0.69 0.54 0.71 0.57 0.66 0.63 <.001

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

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.