Severity: Warning
Message: file_get_contents(https://...@gmail.com&api_key=61f08fa0b96a73de8c900d749fcb997acc09&a=1): Failed to open stream: HTTP request failed! HTTP/1.1 429 Too Many Requests
Filename: helpers/my_audit_helper.php
Line Number: 197
Backtrace:
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 197
Function: file_get_contents
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 271
Function: simplexml_load_file_from_url
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 3165
Function: getPubMedXML
File: /var/www/html/application/controllers/Detail.php
Line: 597
Function: pubMedSearch_Global
File: /var/www/html/application/controllers/Detail.php
Line: 511
Function: pubMedGetRelatedKeyword
File: /var/www/html/index.php
Line: 317
Function: require_once
98%
921
2 minutes
20
Background: The COVID-19 pandemic drastically disrupted usual seasonal mortality patterns, creating challenges in assessing temperature-related mortality. While previous studies explored the effect of temperature on SARS-CoV-2 transmission, few examined its relationship with mortality during the pandemic, often excluding COVID-19 deaths or relying on pre-pandemic models. In this study, we developed an innovative methodological framework that accounts for COVID-19 waves, allowing us to estimate changes in the short-term effects of temperature on mortality and assess the role of adaptation and maladaptation before and after the onset of the pandemic.
Methods: We analyzed pre- (2015-2019) and pandemic (2020-2023) mortality data from Eurostat, covering 805 contiguous regions across 32 European countries. To adjust for COVID-19 deaths, we selected specific time windows during COVID-19 waves, and increased the degrees of freedom (d.f.) for these windows as necessary until achieving well-behaved residuals.
Findings: Adjusting for COVID-19 deaths reduced uncertainty in the pandemic association, providing more precise estimates. When adjusting for COVID-19 deaths, we observed a significant reduction in cold and heat-related mortality risks in all sub-regions except in the southern regions for heat, which experienced a significant increase. When assessing the role of adaptation between pre- and pandemic periods, we observed significant changes for heat risks in southern and western regions with higher risks in the pandemic period than in the pre-pandemic one. For cold, all sub-regions except the southern ones had higher risks in the pre-pandemic period.
Interpretation: Our work defines a new innovative methodological framework for future epidemiological studies using data from the pandemic period. The proposed methodology demonstrates the importance of using pandemic data and adjusting for COVID-19 deaths to accurately capture current vulnerabilities. The findings highlight different regional adaptation processes and underscore the need for enhanced heat adaptation measures, particularly in vulnerable regions.
Download full-text PDF |
Source |
---|---|
http://dx.doi.org/10.1016/j.envres.2025.121697 | DOI Listing |