Table 3.
Sensitivity analysis analysis of the interrupted time series model, comparing the beginning of the pandemic in March 2020, with the beginning in September 2019
| BP (Jan 2017 to Feb 2020) and DP (Marc 2020 to Dec 2022) | Sensitivity analysis- BP (Jan 2019 to Fev 2020) DP (March 2020 to Feb 2021) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Variable | Categories | Interpretation | β | SE | p-value | Categories | Interpretation | β | SE | p-value |
| Locality | North* | North* | ||||||||
| β1 | Stationary trend | −0.0047 | 0.0028 | 0.995 | β1 | Stationary trend | 0.0126 | 0.0139 | 0.3750 | |
| β2 | Not detected | −0.1138 | 0.0877 | 0.1990 | β2 | Not detected | −0.1879 | 0.1706 | 0.2830 | |
| β3 | Not detected | −0.0027 | 0.0021 | 0.2080 | β3 | Not detected | −0.0143 | 0.0231 | 0.5410 | |
| Northeast** | Northeast**** | |||||||||
| β1 | Downward trend | −0.0084 | 0.0019 | 0.0001 | β1 | Stationary trend | 0.0233 | 0.0140 | 0.1170 | |
| β2 | Abrupt increase | 0.2122 | 0.0543 | 0.0002 | β2 | Not detected | 0.0339 | 0.1600 | 0.8348 | |
| β3 | Progressive decrease | −0.0077 | 0.0014 | 0.0000 | β3 | Not detected | −0.0234 | 0.0114 | 0.0574 | |
| Southeast*** | Southeast*** | |||||||||
| β1 | Downward trend | −0.0089 | 0.0019 | 0.0001 | β1 | Stationary trend | 0.0131 | 0.0097 | 0.1930 | |
| β2 | Not detected | 0.0776 | 0.0594 | 0.1960 | β2 | Not detected | −0.1192 | 0.1040 | 0.2650 | |
| β3 | Progressive decrease | −0.0071 | 0.0015 | 0.0000 | β3 | Not detected | −0.0082 | 0.0143 | 0.5740 | |
| South** | South* | |||||||||
| β1 | Downward trend | −0.0073 | 0.0023 | 0.0037 | β1 | Stationary trend | −0.0047 | 0.0123 | 0.7040 | |
| β2 | Not detected | −0.0475 | 0.0815 | 0.5610 | β2 | Not detected | 0.0158 | 0.1498 | 0.9170 | |
| β3 | Not detected | −0.0008 | 0.0020 | 0.6760 | β3 | Not detected | −0.0050 | 0.0202 | 0.8070 | |
| Midwest* | Midwest* | |||||||||
| β1 | Downward trend | −0.0090 | 0.0031 | 0.0060 | β1 | Stationary trend | −0.0243 | 0.0148 | 0.1152 | |
| β2 | Not detected | 0.0584 | 0.0975 | 0.5509 | β2 | Not detected | −0.0738 | 0.1857 | 0.6949 | |
| β3 | Progressive decrease | −0.0056 | 0.0023 | 0.0188 | β3 | Progressive increase | 0.0605 | 0.0237 | 0.0182 | |
| Brazil*** | Brazil**** | |||||||||
| β1 | Downward trend | −0.0080 | 0.0012 | 0.0000 | β1 | Stationary trend | 0.0046 | 0.0050 | 0.3665 | |
| β2 | Not detected | 0.0622 | 0.0387 | 0.1122 | β2 | Not detected | 0.0039 | 0.0703 | 0.9567 | |
| β3 | Progressive decrease | −0.0051 | 0.0009 | 0.0000 | β3 | Not detected | −0.0063 | 0.0075 | 0.4117 | |
| Age group (years) | 10 to 14*** | 10 to 14** | ||||||||
| β1 | Downward trend | −0.0108 | 0.0046 | 0.0233 | β1 | Stationary trend | 0.0233 | 0.0252 | 0.3660 | |
| β2 | Not detected | −0.0692 | 0.1485 | 0.6426 | β2 | Not detected | −0.1282 | 0.2737 | 0.6450 | |
| β3 | Not detected | −0.0063 | 0.0036 | 0.0865 | β3 | Not detected | −0.0259 | 0.0392 | 0.5170 | |
| 15 to 19 *** | 15 to 19** | |||||||||
| β1 | Downward trend | −0.0129 | 0.0028 | 0.0000 | β1 | Stationary trend | 0.0101 | 0.0152 | 0.5160 | |
| β2 | Not detected | 0.1686 | 0.0923 | 0.0723 | β2 | Not detected | −0.0293 | 0.2138 | 0.8920 | |
| β3 | Progressive decrease | −0.0124 | 0.0023 | 0.0000 | β3 | Not detected | 0.0078 | 0.0229 | 0.7360 | |
| 20 to 39*** | 20 to 29** | |||||||||
| β1 | Downward trend | −0.0082 | 0.0014 | 0.0000 | β1 | Stationary trend | −0.0018 | 0.0063 | 0.7781 | |
| β2 | Not detected | 0.0768 | 0.0481 | 0.1152 | β2 | Not detected | 0.1169 | 0.0888 | 0.2045 | |
| β3 | Progressive decrease | −0.0043 | 0.0012 | 0.0005 | β3 | Not detected | −0.0057 | 0.0096 | 0.5637 | |
| 40 to 59*** | 40 to 59* | |||||||||
| β1 | Stationary trend | −0.0038 | 0.0020 | 0.0673 | β1 | Stationary trend | 0.0135 | 0.0086 | 0.1282 | |
| β2 | Not detected | −0.0555 | 0.0587 | 0.3481 | β2 | Not detected | −0.1953 | 0.1039 | 0.0734 | |
| β3 | Not detected | −0.0011 | 0.0015 | 0.4650 | β3 | Not detected | −0.0055 | 0.0139 | 0.6958 | |
| 60 or more*** | 60 or more years** | |||||||||
| β1 | Downward trend | −0.0081 | 0.0029 | 0.0081 | β1 | Stationary trend | 0.0155 | 0.0154 | 0.3251 | |
| β2 | Not detected | 0.1511 | 0.0990 | 0.1319 | β2 | Not detected | −0.3724 | 0.2128 | 0.0972 | |
| β3 | Progressive decrease | −0.0075 | 0.0024 | 0.0033 | β3 | Not detected | 0.0387 | 0.0232 | 0.1139 | |
| Methods | Firearm *** | Firearm*** | ||||||||
| β1 | Downward trend | −0.0128 | 0.0017 | 0.0000 | β1 | Stationary trend | 0.0011 | 0.0053 | 0.8381 | |
| β2 | Abrupt increase | 0.1308 | 0.0587 | 0.0295 | β2 | Not detected | 0.0171 | 0.0747 | 0.8217 | |
| β3 | Progressive decrease | −0.0087 | 0.0014 | 0.0000 | β3 | Not detected | −0.0034 | 0.0080 | 0.6788 | |
| Blunt objects** | Blunt objects* | |||||||||
| β1 | Stationary trend | 0.0007 | 0.0014 | 0.5983 | β1 | Stationary trend | 0.0130 | 0.0072 | 0.0866 | |
| β2 | Not detected | −0.0677 | 0.0522 | 0.2000 | β2 | Abrupt decrease | −0.2059 | 0.0876 | 0.0281 | |
| β3 | Not detected | 0.0013 | 0.0013 | 0.3329 | β3 | Not detected | 0.0036 | 0.0117 | 0.7610 | |
| Place of occurrence | At home*** | At home*** | ||||||||
| β1 | Downward trend | −0.004 | 0.0015 | 0.0030 | β1 | Stationary trend | 0.0015 | 0.0105 | 0.8915 | |
| β2 | Not detected | 0.0777 | 0.0525 | 0.1437 | β2 | Not detected | 0.0494 | 0.1339 | 0.7167 | |
| β3 | Progressive decrease | −0.0037 | 0.0013 | 0.0057 | β3 | Not detected | −0.0053 | 0.0120 | 0.6619 | |
| Public Space** | Public Space** | |||||||||
| β1 | Downward trend | −0.0113 | 0.0020 | 0.0000 | β1 | Stationary trend | −0.0021 | 0.0116 | 0.8607 | |
| β2 | Not detected | 0.1202 | 0.0648 | 0.0682 | β2 | Not detected | 0.2069 | 0.1304 | 0.1334 | |
| β3 | Progressive decrease | −0.0081 | 0.0016 | 0.0000 | β3 | Not detected | −0.0195 | 0.0101 | 0.0708 | |
aβ (Beta) estimated coefficient from the quasi-Poisson regression model using a log link function, β1-pre-intervention trend, β2- represents the immediate level change at pandemic onset, β3- quantifies the slope change following that intervention
bSE (Standard Error): standard error of the estimated β, indicating the precision of the coefficient estimate
cRR (Rate Ratio): exponential of β (exp(β))
d95% CI: 95% confidence interval for the RR, calculated as exp(β ± 1.96 × SE)
*model without seasonality and without lags in the autoregressive process
** model with seasonality and with 1 lag in the autoregressive process (AR(1))
*** model without seasonality and with 1 lag in the autoregressive process (AR(1))
**** model without seasonality and with 2 lag in the autoregressive process (AR(2))