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Article

Study on the Health Effect of Temperature on Cardiovascular and Cerebrovascular Diseases in Haikou City

1
Climate Center of Hainan Province, Haikou 570203, China
2
South China Sea Meteorology and Disaster Mitigation Research Key Laboratory of Hainan Province, Haikou 570203, China
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Atmosphere 2024, 15(6), 725; https://doi.org/10.3390/atmos15060725
Submission received: 17 May 2024 / Revised: 7 June 2024 / Accepted: 12 June 2024 / Published: 17 June 2024
(This article belongs to the Section Biometeorology and Bioclimatology)

Abstract

Research on the impact of temperature in tropical regions on the risk of cardiovascular and cerebrovascular diseases was limited. The aim of the study was to investigate this topic using Haikou, a tropical city, as the research area. Outpatient data on cardiovascular and cerebrovascular diseases (CVD and CeVD) from Hainan Provincial People’s Hospital during 2016–2018 (total of 77,820) and meteorological and air-quality data were used to establish a distributed-lag nonlinear model (DLNM) based on the nested generalized addition model (GAM) of meteorological elements. The results revealed the impact on the risk of CVD and CeVD was mainly due to the cold effect, which significantly lagged behind. The thermal effect had a strong impact on the onset of CVD and CeVD on the day of high temperature. Males were easily affected by low temperatures, while females were the opposite. The lag period of the working-age group affected by low temperatures was longer and greater than that of the elderly group. The high-temperature effect only had an impact on the working-age group. The lag effect of low temperatures on the risk of hypertension was the greatest. These results can provide technical support for carrying out meteorological forecasting, warning, and services for individuals with CVD and CeVD, suggesting attaching importance to health protection for special populations.
Keywords: cardiovascular and cerebrovascular diseases; generalized additive model; distributed-lag nonlinear model; subclass analysis; Haikou cardiovascular and cerebrovascular diseases; generalized additive model; distributed-lag nonlinear model; subclass analysis; Haikou

Correction Statement

This article has been republished with a minor correction to resolve spelling and grammatical errors. This change does not affect the scientific content of the article.

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MDPI and ACS Style

Zhang, M.; Lin, S.; Zhang, Y.; Zhang, J. Study on the Health Effect of Temperature on Cardiovascular and Cerebrovascular Diseases in Haikou City. Atmosphere 2024, 15, 725. https://doi.org/10.3390/atmos15060725

AMA Style

Zhang M, Lin S, Zhang Y, Zhang J. Study on the Health Effect of Temperature on Cardiovascular and Cerebrovascular Diseases in Haikou City. Atmosphere. 2024; 15(6):725. https://doi.org/10.3390/atmos15060725

Chicago/Turabian Style

Zhang, Mingjie, Shaowu Lin, Yajie Zhang, and Jinghong Zhang. 2024. "Study on the Health Effect of Temperature on Cardiovascular and Cerebrovascular Diseases in Haikou City" Atmosphere 15, no. 6: 725. https://doi.org/10.3390/atmos15060725

APA Style

Zhang, M., Lin, S., Zhang, Y., & Zhang, J. (2024). Study on the Health Effect of Temperature on Cardiovascular and Cerebrovascular Diseases in Haikou City. Atmosphere, 15(6), 725. https://doi.org/10.3390/atmos15060725

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