| Literature DB >> 35802171 |
Antonio Del Casale1,2, Martina Nicole Modesti3, Carlo Lai4, Chiara Ciacchella4, Giorgio Veneziani4, Benedetta Barchielli5, Stefano Ferracuti5, Christian Napoli6, Maurizio Pompili3.
Abstract
PURPOSE: We hypothesized that during the 2020 pandemic there has been a significant change along the year, depending on the SARS-CoV-2 impact on the population and varying difficulties implied in the norms that were adopted to embank the pandemic. Our objectives were to verify how the phenomenon of domestic violence has evolved and changed along 2020, and to clarify if these changes were correlated to the evolution of the pandemic.Entities:
Keywords: COVID-19 pandemic; Family violence; Gender violence; Mental health; Quarantine
Year: 2022 PMID: 35802171 PMCID: PMC9263036 DOI: 10.1007/s00127-022-02330-x
Source DB: PubMed Journal: Soc Psychiatry Psychiatr Epidemiol ISSN: 0933-7954 Impact factor: 4.519
Descriptive statistics on daily calls to NAN and considered epidemiological variables
| Mean | Std. deviation | 95% confidence interval for mean | Minimum | Maximum | ||
|---|---|---|---|---|---|---|
| Lower bound | Upper bound | |||||
| Daily calls to the national anti-violence number | ||||||
| February | 18.0000 | 3.74166 | 12.0462 | 23.9538 | 13.00 | 22.00 |
| March | 27.3548 | 16.62638 | 21.2562 | 33.4534 | 6.00 | 68.00 |
| April | 70.9667 | 15.35889 | 65.2316 | 76.7018 | 34.00 | 94.00 |
| May | 62.8065 | 12.94455 | 58.0584 | 67.5545 | 36.00 | 89.00 |
| June | 44.3333 | 9.87275 | 40.6468 | 48.0199 | 22.00 | 68.00 |
| July | 54.7097 | 10.53627 | 50.8449 | 58.5744 | 39.00 | 85.00 |
| August | 42.4516 | 12.22794 | 37.9664 | 46.9369 | 18.00 | 67.00 |
| September | 32.2333 | 9.08080 | 28.8425 | 35.6242 | 18.00 | 52.00 |
| October | 30.9032 | 8.03474 | 27.9561 | 33.8504 | 12.00 | 50.00 |
| November | 49.5333 | 28.46502 | 38.9043 | 60.1623 | 18.00 | 147.00 |
| December | 41.0968 | 12.80457 | 36.4000 | 45.7935 | 20.00 | 72.00 |
| Total | 45.2355 | 19.82723 | 43.0197 | 47.4513 | 6.00 | 147.00 |
| SARS-CoV-2 daily cases | ||||||
| February | 201.5000 | 82.50051 | 70.2233 | 332.7767 | 78.00 | 250.00 |
| March | 3376.2581 | 2050.62790 | 2624.0817 | 4128.4345 | 342.00 | 6557.00 |
| April | 3322.3667 | 934.78817 | 2973.3110 | 3671.4223 | 1739.00 | 4805.00 |
| May | 888.9032 | 435.58041 | 729.1310 | 1048.6754 | 300.00 | 1965.00 |
| June | 252.8000 | 87.18684 | 220.2439 | 285.3561 | 122.00 | 518.00 |
| July | 226.0000 | 62.56730 | 203.0501 | 248.9499 | 114.00 | 386.00 |
| August | 700.0645 | 415.25148 | 547.7490 | 852.3800 | 159.00 | 1462.00 |
| September | 1520.7667 | 249.67381 | 1427.5369 | 1613.9964 | 978.00 | 1912.00 |
| October | 11,761.5161 | 8967.40655 | 8472.2449 | 15,050.7874 | 2257.00 | 31,758.00 |
| November | 30,740.2000 | 6127.72091 | 28,452.0714 | 33,028.3286 | 16,377.00 | 40,902.00 |
| December | 16,416.5806 | 4153.82123 | 14,892.9467 | 17,940.2146 | 8585.00 | 24,099.00 |
| Total | 6807.5452 | 10,113.63892 | 5677.2833 | 7937.8070 | 78.00 | 40,902.00 |
| SARS-CoV-2 daily deaths | ||||||
| February | 4.7500 | 2.50000 | 0.7719 | 8.7281 | 2.00 | 8.00 |
| March | 399.9677 | 315.13600 | 284.3749 | 515.5606 | 5.00 | 969.00 |
| April | 517.9667 | 132.82358 | 468.3695 | 567.5638 | 260.00 | 766.00 |
| May | 175.7419 | 91.02123 | 142.3551 | 209.1288 | 50.00 | 474.00 |
| June | 45.0667 | 27.14956 | 34.9289 | 55.2045 | − 31.00 | 88.00 |
| July | 12.0645 | 6.89413 | 9.5357 | 14.5933 | 3.00 | 30.00 |
| August | 11.0323 | 27.44993 | 0.9635 | 21.1010 | 1.00 | 158.00 |
| September | 13.7000 | 5.18719 | 11.7631 | 15.6369 | 6.00 | 24.00 |
| October | 87.8710 | 75.38910 | 60.2180 | 115.5239 | 16.00 | 297.00 |
| November | 565.2667 | 173.54378 | 500.4644 | 630.0690 | 208.00 | 853.00 |
| December | 599.4516 | 167.32480 | 538.0764 | 660.8268 | 268.00 | 993.00 |
| Total | 239.1903 | 272.46231 | 208.7410 | 269.6397 | − 31.00 | 993.00 |
| Daily hospitalisations | ||||||
| February | 71.7500 | 46.72169 | − 2.5946 | 146.0946 | 14.00 | 120.00 |
| March | 896.4839 | 532.25864 | 701.2498 | 1091.7179 | 103.00 | 2138.00 |
| April | − 334.7667 | 415.43402 | − 489.8923 | − 179.6411 | − 1107.00 | 269.00 |
| May | − 379.4194 | 207.84542 | − 455.6577 | − 303.1810 | − 802.00 | − 79.00 |
| June | − 176.5667 | 68.64084 | − 202.1976 | − 150.9358 | − 299.00 | − 30.00 |
| July | − 12.0645 | 23.07226 | − 20.5275 | − 3.6015 | − 65.00 | 21.00 |
| August | 18.4516 | 26.73928 | 8.6436 | 28.2597 | − 22.00 | 83.00 |
| September | 58.6333 | 40.97980 | 43.3312 | 73.9354 | − 15.00 | 131.00 |
| October | 481.2581 | 340.13595 | 356.4952 | 606.0209 | 45.00 | 1030.00 |
| November | 507.3667 | 534.94914 | 307.6134 | 707.1200 | − 420.00 | 1331.00 |
| December | − 323.7419 | 309.41428 | − 437.2360 | − 210.2479 | − 1042.00 | 361.00 |
| Total | 74.3129 | 508.57939 | 17.4760 | 131.1498 | − 1107.00 | 2138.00 |
| Daily hospitalisations in ICU | ||||||
| February | 17.5000 | 17.52142 | − 10.3805 | 45.3805 | 1.00 | 41.00 |
| March | 126.3871 | 58.99304 | 104.7483 | 148.0259 | 26.00 | 241.00 |
| April | − 77.6333 | 40.27276 | − 92.6714 | − 62.5952 | − 143.00 | 18.00 |
| May | − 40.6129 | 35.02730 | − 53.4610 | − 27.7648 | − 143.00 | − 7.00 |
| June | − 11.4000 | 11.48792 | − 15.6897 | − 7.1103 | − 55.00 | 5.00 |
| July | − 1.6774 | 3.45820 | − 2.9459 | − 0.4089 | − 8.00 | 9.00 |
| August | 1.7097 | 3.13256 | 0.5606 | 2.8587 | − 5.00 | 8.00 |
| September | 6.2000 | 4.42875 | 4.5463 | 7.8537 | − 4.00 | 14.00 |
| October | 50.4194 | 37.11673 | 36.8048 | 64.0339 | − 4.00 | 127.00 |
| November | 63.3667 | 57.27097 | 41.9813 | 84.7520 | − 64.00 | 203.00 |
| December | − 38.3548 | 27.20239 | − 48.3328 | − 28.3769 | − 92.00 | 27.00 |
| Total | 8.1290 | 65.13190 | 0.8501 | 15.4079 | − 143.00 | 241.00 |
| Daily home quarantined | ||||||
| February | 95.2500 | 39.60114 | 32.2358 | 158.2642 | 59.00 | 131.00 |
| March | 1447.6452 | 1172.28502 | 1017.6475 | 1877.6428 | − 337.00 | 4250.00 |
| April | 1209.6000 | 1083.44087 | 805.0365 | 1614.1635 | − 1944.00 | 3050.00 |
| May | − 1497.8387 | 1204.19318 | − 1939.5403 | − 1056.1371 | − 6344.00 | 242.00 |
| June | − 696.5000 | 455.28792 | − 866.5073 | − 526.4927 | − 1690.00 | − 38.00 |
| July | − 87.5806 | 191.81949 | − 157.9406 | − 17.2207 | − 607.00 | 230.00 |
| August | 420.3548 | 382.58320 | 280.0222 | 560.6875 | − 19.00 | 1126.00 |
| September | 774.6667 | 227.62088 | 689.6716 | 859.6617 | 229.00 | 1082.00 |
| October | 9149.7097 | 7489.72644 | 6402.4558 | 11,896.9635 | 1097.00 | 25,470.00 |
| November | 13,998.7667 | 11,808.73084 | 9589.3141 | 18,408.2192 | − 9525.00 | 32,195.00 |
| December | − 6688.7097 | 6789.85952 | − 9179.2503 | − 4198.1691 | − 26,557.00 | 5889.00 |
| Total | 1754.9290 | 7277.38797 | 941.6358 | 2568.2222 | − 26,557.00 | 32,195.00 |
| Daily home quarantined postponed by 30 days | ||||||
| March | − 7714.1290 | 4300.80080 | − 9291.6755 | − 6136.5826 | − 9999.00 | 255.00 |
| April | 1648.5333 | 1134.62978 | 1224.8556 | 2072.2111 | − 337.00 | 4250.00 |
| May | 999.3548 | 1070.26824 | 606.7773 | 1391.9324 | − 1944.00 | 3050.00 |
| June | − 1595.5667 | 1149.83815 | − 2024.9233 | − 1166.2100 | − 6344.00 | 242.00 |
| July | − 636.1290 | 458.58302 | − 804.3386 | − 467.9194 | − 1690.00 | − 38.00 |
| August | − 69.3548 | 190.99695 | − 139.4131 | 0.7034 | − 607.00 | 230.00 |
| September | 485.7333 | 377.04376 | 344.9429 | 626.5238 | − 19.00 | 1126.00 |
| October | 832.0323 | 283.76381 | 727.9469 | 936.1177 | 229.00 | 1503.00 |
| November | 10,752.8667 | 7804.01895 | 7838.7981 | 13,666.9352 | 1097.00 | 25,711.00 |
| December | 11,289.1290 | 13,429.23466 | 6363.2460 | 16,215.0121 | − 18,311.00 | 32,195.00 |
| Total | 1433.8032 | 7441.76141 | 602.1403 | 2265.4662 | − 18,311.00 | 32,195.00 |
Correlation table between SARS-CoV-2 DC, COVID-19 DD, DH, D-ICU-H, DHQ and DHQ postponed by 30 days, and the number of daily calls to NAN
| Number of daily calls to national anti-violence number | |
|---|---|
| SARS-CoV-2 daily cases | |
| Pearson correlation | − 0.063 |
| Sig. (2-tailed) | 0.271 |
| SARS-CoV-2 daily deaths | |
| Pearson correlation | 0.285** |
| Sig. (2-tailed) | |
| Daily hospitalisations | |
| Pearson correlation | − 0.450** |
| Sig. (2-tailed) | |
| Daily hospitalisations in ICU | |
| Pearson correlation | − 0.524** |
| Sig. (2-tailed) | |
| Daily home quarantined | |
| Pearson correlation | − 0.231** |
| Sig. (2-tailed) | |
| Daily home quarantined postponed by 30 days | |
| Pearson correlation | 0.339** |
| Sig. (2-tailed) | |
Bold characters are meant to underline significance of p < 0.05
The join-point regression of the daily calls to the anti-violence number showed a significant 2-joinpoint model with three significant segments, the first between days 1 (25 February) and 46 (10 April) (DPC = 4.4%; t = 11.2; p < 0.001), the second between 46 and 222 (DPC = − 0.5%; t = − 10.2; p < 0.001), the third between 222 (3 October) and 311 (31 December) (DPC = 0.5%; t = 3.4; p = 0.001) as shown in Table 3 and Fig. 1.
**Correlation is significant at the 0.01 level (2-tailed).
Trends of 2020 daily calls to the Italian anti-violence number, from 25th February 2020 to 31st December 2020
| Segment | Lower endpoint | Upper endpoint | DPC | Lower CI | Upper CI | Test statistic ( | Prob > | |
|---|---|---|---|---|---|---|---|
| 1 | 1 (25th of February 2020) | 46 (10th of April 2020) | 4.4* | 3.6 | 5.1 | 11.2 | < 0.001 |
| 2 | 46 (10th of April 2020) | 222 (3rd of October 2020) | − 0.5* | − 0.6 | − 0.4 | − 10.2 | < 0.001 |
| 3 | 222 (3rd of October 2020) | 310 (31st of December 2020) | 0.5* | 0.2 | 0.7 | 3.4 | 0.001 |
Fig. 1Daily number of calls to the national anti-violence number (NAN) from 25th of Feb. 2020 to 31st of Dec. 2020. The three dates highlighted correspond to 9th of March 2020, the beginning of the first lockdown; 4th of May 2020, the ending of the 1st lockdown; 3rd of November 2020, the introduction of night curfew. *Indicates that the Daily Percent Change (DPC) is significantly different from zero at the alpha = 0.05 level. Final selected model: 3 Joinpoints