Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain.
Department of Physics, Universitat Politècnica de Catalunya, Barcelona, Spain.
Front Public Health. 2023 May 19;11:1157363. doi: 10.3389/fpubh.2023.1157363. eCollection 2023.
To analyse the association between the mortality during the summer 2022 and either high temperatures or the COVID-19 wave with data from the Catalan Health Care System (7.8 million people).
We performed a retrospective study using publicly available data of meteorological variables, influenza-like illness (ILI) cases (including COVID-19) and deaths. The study comprises the summer months of the years 2021 and 2022. To compare the curves of mortality, ILI and temperature we calculated the -score of each series. We assessed the observed lag between curves using the cross-correlation function. Finally, we calculated the correlation between the -scores using the Pearson correlation coefficient ().
During the study period, 33,967 deaths were reported in Catalonia (16,416 in the summer of 2021 and 17,551 in the summer of 2022). In 2022, the observed lag and the correlation between the -scores of temperature and all-cause deaths was 3 days and = 0.86, while between ILI and all-cause deaths was 22 days and = 0.21. This high correlation between temperature and deaths increased up to 0.91 when we excluded those deaths reported as COVID-19 deaths, while the correlation between ILI and non-COVID-19 deaths decreased to -0.19. No correlation was observed between non-COVID deaths and temperature or ILI cases in 2021.
Our study suggests that the main cause of the increase in deaths during summer 2022 in Catalonia was the high temperatures and its duration. The contribution of the COVID-19 seems to be limited.
利用来自加泰罗尼亚医疗保健系统(780 万人)的数据,分析 2022 年夏季死亡率与高温或 COVID-19 浪潮之间的关系。
我们使用气象变量、流感样疾病(包括 COVID-19)和死亡病例的公开可用数据进行回顾性研究。研究包括 2021 年和 2022 年的夏季。为了比较死亡率、流感样疾病和温度曲线,我们计算了每个系列的 -分数。我们使用交叉相关函数评估曲线之间的观察到的滞后。最后,我们使用 Pearson 相关系数()计算 -分数之间的相关性。
在研究期间,加泰罗尼亚报告了 33967 例死亡(2021 年夏季 16416 例,2022 年夏季 17551 例)。2022 年,温度和全因死亡的观察到的滞后和 -分数之间的相关性为 3 天,=0.86,而流感样疾病和全因死亡之间的相关性为 22 天,=0.21。当我们排除那些报告为 COVID-19 死亡的死亡时,温度和死亡之间的这种高度相关性增加到 0.91,而流感样疾病和非 COVID-19 死亡之间的相关性降低至-0.19。2021 年,非 COVID 死亡与温度或流感样疾病之间未观察到相关性。
我们的研究表明,导致加泰罗尼亚 2022 年夏季死亡人数增加的主要原因是高温及其持续时间。COVID-19 的贡献似乎有限。