Mapping hypothermia death vulnerability in Korea

Park, Sang-Jin and Kim, Do-Woo and Deo, Ravinesh C. and Lee, Jong-Seol (2018) Mapping hypothermia death vulnerability in Korea. International Journal of Disaster Risk Reduction, 31. pp. 668-678. ISSN 2212-4209

Abstract

Despite largely indisputable evidence of global warming, abnormally cold temperatures frequently affect regions of the Northern hemisphere. As a result of cold, several countries have sustained considerable property damage and numerous human fatalities. To reduce mortality from cold-related events, this study aims to analyze the vulnerability of people who die as a result of cold temperatures. The data used for the analysis is comprised of cold-related mortality statistics and 20 variables. We define cold-related deaths as those attributable to hypothermia during the winter and broadly classify the 20 variables, as they relate to climate, demographics, and socioeconomic factors, into three categories: exposure, sensitivity, and adaptive capacity. From the 20 variables, we enter three of them (i.e., aging rate, financial reliance, and the number of days below −10 ℃) into a generalized linear regression model, accounting for statistical correlation and multicollinearity, to estimate the spatial distribution of cold-related deaths. The resulting correlation coefficient for the final model is approximately 0.82. Then, from the final model, we adopt estimated values to construct a hypothermia death vulnerability map and find that the sociodemographic distribution has a greater effect on hypothermia vulnerability than climate exposure and that residents of rural areas are more vulnerable than those of urban areas. The hypothermia death vulnerability map could be a useful scientific tool for future cold-related disaster management decisions and policies, which should ultimately reduce the number of human fatalities.


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Item Type: Article (Commonwealth Reporting Category C)
Refereed: Yes
Item Status: Live Archive
Additional Information: Permanent restricted access to Published version, in accordance with the copyright policy of the publisher.
Faculty / Department / School: Current - Faculty of Health, Engineering and Sciences - School of Agricultural, Computational and Environmental Sciences
Date Deposited: 26 Jul 2018 00:05
Last Modified: 26 Jul 2018 00:05
Uncontrolled Keywords: hypothermia; generalized regression; mapping vulnerability
Fields of Research : 05 Environmental Sciences > 0502 Environmental Science and Management > 050204 Environmental Impact Assessment
11 Medical and Health Sciences > 1117 Public Health and Health Services > 111799 Public Health and Health Services not elsewhere classified
11 Medical and Health Sciences > 1117 Public Health and Health Services > 111706 Epidemiology
Socio-Economic Objective: E Expanding Knowledge > 97 Expanding Knowledge > 970105 Expanding Knowledge in the Environmental Sciences
Identification Number or DOI: 10.1016/j.ijdrr.2018.06.016
URI: http://eprints.usq.edu.au/id/eprint/34633

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