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. 2021 Aug 25;23(8):e28716. doi: 10.2196/28716

Table 4.

Model 2: dynamic regression model predicting positive to negative ratio with ARIMAa error term (1, 0, 0).

Measures Positive to negative ratio P value
Predictors of positive to negative ratio, estimate of effect (95% CI)

Intercept 37.90 (34.60 to 41.20) <.001

Statutory holidays (1 for holidays, 0 for nonholidays) –6.22 (–10.30 to –2.12) .002

Business closure (log transformed) –1.14 (–2.26 to –0.01) .046

Regional differences in lockdown


Regions are in the same stage of lockdown Reference group N/Ab


Regions are in different stages of lockdown 5.75 (2.16 to 9.33) .001


Regions are not under lockdown –10.50 (–18.70 to –2.29) .01

New COVID-19 case counts in Canada, excluding Ontario (in hundreds of cases) 0.17 (–0.14 to 0.48) .29

New COVID-19 case counts (in hundreds of cases) –0.98 (–1.81 to –0.16) .02

Business closed × new cases (increase of 1 log unit in business closure + 100 new cases) 0.37 (0.04 to 0.70) .02
Goodness of fit

With covariates, AICc 1612.43 N/A

Without covariates, AIC 1723.89 N/A

aARIMA: autoregressive integrated moving average.

bN/A: not applicable.

cAIC: Akaike information criterion.