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The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression
To reduce the health burden from particulate matter (PM), the Korean government implemented a nationwide PM(10) (particles less than 10 µg/m(3) in diameter) alert system in 2015. The policy was intended to reduce PM exposure by advising people to refrain from outdoor activities on highly polluted da...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693038/ https://www.ncbi.nlm.nih.gov/pubmed/36430091 http://dx.doi.org/10.3390/ijerph192215372 |
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author | Choi, Yongsoo Byun, Garam Lee, Jong-Tae |
author_facet | Choi, Yongsoo Byun, Garam Lee, Jong-Tae |
author_sort | Choi, Yongsoo |
collection | PubMed |
description | To reduce the health burden from particulate matter (PM), the Korean government implemented a nationwide PM(10) (particles less than 10 µg/m(3) in diameter) alert system in 2015. The policy was intended to reduce PM exposure by advising people to refrain from outdoor activities on highly polluted days. The present study aimed to estimate the effect of the PM(10) alert system on people’s daily outdoor activity patterns using urban park (specifically, Children’s Grand Park) visitation data from Seoul, South Korea, from 2014–2019. Segmented regression was fitted to estimate whether the number of visitors to the park decreased on the days with PM(10) alerts. PM(10) concentration of 80 µg/m(3), the cut-off point for a “Bad” alert, was set as a threshold, and discontinuity at the threshold and change in the relative risk after the threshold was tested. Time series regression was used to estimate the dose–response line between the ambient PM(10) concentration and the daily number of park visitors. The number of park visitors decreased by 11.8% (relative risk: 0.881, 95% confidence interval: 0.808, 0.960) when a “Bad” alert was issued (PM(10) level above 80 µg/m(3)) compared to when the alert level was “Normal” (PM(10) level less than 80 µg/m(3)). The present study found evidence that the PM(10) alert influenced people’s daily outdoor activities in Seoul, Korea. As the main purpose of the PM alert is to encourage people to refrain from outdoor activities, evaluating the relationship between PM alerts and behavior patterns can help to grasp the effectiveness of the policy. Further efforts should be made to investigate whether the observed behavioral change leads to reductions in health outcomes caused by PM. |
format | Online Article Text |
id | pubmed-9693038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96930382022-11-26 The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression Choi, Yongsoo Byun, Garam Lee, Jong-Tae Int J Environ Res Public Health Article To reduce the health burden from particulate matter (PM), the Korean government implemented a nationwide PM(10) (particles less than 10 µg/m(3) in diameter) alert system in 2015. The policy was intended to reduce PM exposure by advising people to refrain from outdoor activities on highly polluted days. The present study aimed to estimate the effect of the PM(10) alert system on people’s daily outdoor activity patterns using urban park (specifically, Children’s Grand Park) visitation data from Seoul, South Korea, from 2014–2019. Segmented regression was fitted to estimate whether the number of visitors to the park decreased on the days with PM(10) alerts. PM(10) concentration of 80 µg/m(3), the cut-off point for a “Bad” alert, was set as a threshold, and discontinuity at the threshold and change in the relative risk after the threshold was tested. Time series regression was used to estimate the dose–response line between the ambient PM(10) concentration and the daily number of park visitors. The number of park visitors decreased by 11.8% (relative risk: 0.881, 95% confidence interval: 0.808, 0.960) when a “Bad” alert was issued (PM(10) level above 80 µg/m(3)) compared to when the alert level was “Normal” (PM(10) level less than 80 µg/m(3)). The present study found evidence that the PM(10) alert influenced people’s daily outdoor activities in Seoul, Korea. As the main purpose of the PM alert is to encourage people to refrain from outdoor activities, evaluating the relationship between PM alerts and behavior patterns can help to grasp the effectiveness of the policy. Further efforts should be made to investigate whether the observed behavioral change leads to reductions in health outcomes caused by PM. MDPI 2022-11-21 /pmc/articles/PMC9693038/ /pubmed/36430091 http://dx.doi.org/10.3390/ijerph192215372 Text en © 2022 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 Choi, Yongsoo Byun, Garam Lee, Jong-Tae The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression |
title | The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression |
title_full | The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression |
title_fullStr | The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression |
title_full_unstemmed | The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression |
title_short | The Effects of Particulate Matter Alert on Urban Park Visitation in Seoul, Korea: Using Segmented Regression |
title_sort | effects of particulate matter alert on urban park visitation in seoul, korea: using segmented regression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693038/ https://www.ncbi.nlm.nih.gov/pubmed/36430091 http://dx.doi.org/10.3390/ijerph192215372 |
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