| Literature DB >> 34618041 |
Anthony Cousien1, Eric Acquaviva2, Solen Kernéis1,3, Yazdan Yazdanpanah1,4, Richard Delorme2.
Abstract
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Year: 2021 PMID: 34618041 PMCID: PMC8498848 DOI: 10.1001/jamanetworkopen.2021.28611
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure. Robust Seasonal and Trend Decomposition Using LOESS Analysis3 of a Bimestrial Time Series of Suicide Attempts Among Children Younger Than 15 Years in the Decade Before and During the COVID-19 Pandemic in Paris, France
These surveillance data are for 830 children admitted to the pediatric emergency department of Robert Debré Hospital in Paris, France, between January 2010 and April 2021. Shaded data from March 2020 onward indicate the period after the World Health Organization declared the COVID-19 outbreak a pandemic. A, Raw data on the number of suicide attempts during 10 years of follow-up. B, Estimation of suicide attempt seasonality. We observed an annual seasonality effect on the occurrence of suicide attempts among children. C, Long-term trend of the series. We observed a progressive increase in suicide attempts during the last 10 years (January 2010 and April 2021) in France, as also reported in the US.4 D, Based on our model, the STL analysis revealed atypical events in the series of suicide attempts since the pandemic onset. Outliers in the remainder corresponded to anomalies in the time series (ie, signals not explained by the seasonality and long-term trend). E, The deseasonalized time series represented the sum of the trend and the remainder components. We observed a decrease in suicide attempts during the first lockdown period in France (March to April 2020) but a major increase (in September and October 2020) just before the initiation of the second lockdown (in early November 2020). LOESS indicates locally estimated scatterplot smoothing; STL, seasonal and trend decomposition using LOESS.
Deseasonalized Adjusted Numbers of Suicide Attempts Among Children Aged Younger Than 15 Years in France, by Bimesters From 2019 to 2021
| Year | Bimester | |||||
|---|---|---|---|---|---|---|
| Jan/Feb | Mar/Apr | May/Jun | Jul/Aug | Sep/Oct | Nov/Dec | |
| 2019 | 17.8 | 16.1 | 21.8 | 12.2 | 18.5 | 22.5 |
| 2020 | 23.3 | 7.8 | 8.6 | 20.3 | 38.4 | 40.5 |
| 2021 | 38.6 | 48.7 | NA | NA | NA | NA |
NA, not available.