Cargando…

Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation

Most heat-health studies identified thresholds just outside human comfort zones, which are often too low to be used in heat-warning systems for reducing climate-related health risks. We refined a generalized additive model for selecting thresholds with substantial health risk enhancement, based on T...

Descripción completa

Detalles Bibliográficos
Autores principales: Lung, Shih-Chun Candice, Yeh, Jou-Chen Joy, Hwang, Jing-Shiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471601/
https://www.ncbi.nlm.nih.gov/pubmed/34574429
http://dx.doi.org/10.3390/ijerph18189506
_version_ 1784574509878083584
author Lung, Shih-Chun Candice
Yeh, Jou-Chen Joy
Hwang, Jing-Shiang
author_facet Lung, Shih-Chun Candice
Yeh, Jou-Chen Joy
Hwang, Jing-Shiang
author_sort Lung, Shih-Chun Candice
collection PubMed
description Most heat-health studies identified thresholds just outside human comfort zones, which are often too low to be used in heat-warning systems for reducing climate-related health risks. We refined a generalized additive model for selecting thresholds with substantial health risk enhancement, based on Taiwan population records of 2000–2017, considering lag effects and different spatial scales. Reference-adjusted risk ratio (RaRR) is proposed, defined as the ratio between the relative risk of an essential health outcome for a threshold candidate against that for a reference; the threshold with the highest RaRR is potentially the optimal one. It was found that the wet-bulb globe temperature (WBGT) is a more sensitive heat-health indicator than temperature. At lag 0, the highest RaRR (1.66) with WBGT occurred in emergency visits of children, while that in hospital visits occurred for the working-age group (1.19), presumably due to high exposure while engaging in outdoor activities. For most sex, age, and sub-region categories, the RaRRs of emergency visits were higher than those of hospital visits and all-cause mortality; thus, emergency visits should be employed (if available) to select heat-warning thresholds. This work demonstrates the applicability of this method to facilitate the establishment of heat-warning systems at city or country scales by authorities worldwide.
format Online
Article
Text
id pubmed-8471601
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84716012021-09-28 Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation Lung, Shih-Chun Candice Yeh, Jou-Chen Joy Hwang, Jing-Shiang Int J Environ Res Public Health Article Most heat-health studies identified thresholds just outside human comfort zones, which are often too low to be used in heat-warning systems for reducing climate-related health risks. We refined a generalized additive model for selecting thresholds with substantial health risk enhancement, based on Taiwan population records of 2000–2017, considering lag effects and different spatial scales. Reference-adjusted risk ratio (RaRR) is proposed, defined as the ratio between the relative risk of an essential health outcome for a threshold candidate against that for a reference; the threshold with the highest RaRR is potentially the optimal one. It was found that the wet-bulb globe temperature (WBGT) is a more sensitive heat-health indicator than temperature. At lag 0, the highest RaRR (1.66) with WBGT occurred in emergency visits of children, while that in hospital visits occurred for the working-age group (1.19), presumably due to high exposure while engaging in outdoor activities. For most sex, age, and sub-region categories, the RaRRs of emergency visits were higher than those of hospital visits and all-cause mortality; thus, emergency visits should be employed (if available) to select heat-warning thresholds. This work demonstrates the applicability of this method to facilitate the establishment of heat-warning systems at city or country scales by authorities worldwide. MDPI 2021-09-09 /pmc/articles/PMC8471601/ /pubmed/34574429 http://dx.doi.org/10.3390/ijerph18189506 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lung, Shih-Chun Candice
Yeh, Jou-Chen Joy
Hwang, Jing-Shiang
Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation
title Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation
title_full Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation
title_fullStr Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation
title_full_unstemmed Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation
title_short Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation
title_sort selecting thresholds of heat-warning systems with substantial enhancement of essential population health outcomes for facilitating implementation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471601/
https://www.ncbi.nlm.nih.gov/pubmed/34574429
http://dx.doi.org/10.3390/ijerph18189506
work_keys_str_mv AT lungshihchuncandice selectingthresholdsofheatwarningsystemswithsubstantialenhancementofessentialpopulationhealthoutcomesforfacilitatingimplementation
AT yehjouchenjoy selectingthresholdsofheatwarningsystemswithsubstantialenhancementofessentialpopulationhealthoutcomesforfacilitatingimplementation
AT hwangjingshiang selectingthresholdsofheatwarningsystemswithsubstantialenhancementofessentialpopulationhealthoutcomesforfacilitatingimplementation