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Modification of the association between cold spells and cardiovascular disease by changes in natural gas prices: A nationwide time-series study

Authors
Kim, Su HwanPark, YujinCho, KyoungminCho, JaelimKim, ChangsooYoon, Hyung-JinKim, Kyoung-Nam
Issue Date
Dec-2024
Publisher
Academic Press Inc.
Keywords
Cardiovascular disease; Cold spell; Effect modification; Hospitalization; Mortality; Natural gas price
Citation
Environmental Research, v.263
Indexed
SCIE
SCOPUS
Journal Title
Environmental Research
Volume
263
URI
https://scholarworks.gnu.ac.kr/handle/sw.gnu/74421
DOI
10.1016/j.envres.2024.120073
ISSN
0013-9351
1096-0953
Abstract
Background: Although the association between low ambient temperature and cardiovascular disease (CVD) is well-established, the effect of winter energy prices on this association remains unknown. Aim: This ecological study aimed to investigate whether changes in natural gas prices (NGP), which account for a significant portion of winter energy prices in Korea, affect the association of cold spells with hospital admissions and mortality due to CVD. Methods: Data from the National Health Insurance Service and Statistics Korea were used to determine the daily number of hospital admissions and mortality rates associated with CVD. From January 2012 to February 2017, the NGP continually increased by 24.1%. From January 2012 to December 2014 the NGP continually decreased by 32.6% owing to the Korea Gas Corporation's management decisions, independent of external socioeconomic factors. We investigated the differences in the associations between cold spells and CVD-related outcomes in price-increasing and price-decreasing periods using a Poisson regression with a distributed lag nonlinear model. Cold spells were assessed on two consecutive days at the 5th percentile of the temperature for each region. Results: The meteorological factors and air pollution levels were similar between the two periods. The association between cold spells and hospital admissions due to CVD was stronger during the price-increasing period than during the price-decreasing period [ratio of cumulative relative risk (RRR) = 1.71, 95% confidence interval (CI): 1.31–2.22]. The difference in the association with mortality due to CVD between the two periods was not significant, although the point estimate remained >1 (RRR = 1.11, 95% CI: 0.90–1.38). Conclusions: Changes in energy prices may modify the cold spell-related CVD risk, possibly by inducing behavioral changes to manage energy expenditure. Policymakers should take into account the potential public health implications of changes in energy prices, alongside their economic effects. © 2024 Elsevier Inc.
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자연과학대학 (정보통계학과)
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