Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting

Since walkability plays an important role in active commuting, several cities are actively promoting its integration into urban and environmental planning policies. This study examined the association between walkability and active commuting in Seoul, Korea. A multilevel logistic regression model wa...

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Main Authors: Eun Jung Kim, Jiyeong Kim, Hyunjung Kim
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/4/1261
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spelling doaj-bd6945fd560f4f39a842348a0383bdd02020-11-25T00:15:38ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012020-02-01174126110.3390/ijerph17041261ijerph17041261Does Environmental Walkability Matter? The Role of Walkable Environment in Active CommutingEun Jung Kim0Jiyeong Kim1Hyunjung Kim2Department of Urban Planning, Keimyung University, 1095 Dalgubeol-daero, Dalseo-gu, Daegu 42601, KoreaDepartment of Urban Planning, Keimyung University, 1095 Dalgubeol-daero, Dalseo-gu, Daegu 42601, KoreaDepartment of Civil and Environmental Engineering, Seoul National University, Gwanak-ro 1, Gwanak-gu, Seoul 08826, KoreaSince walkability plays an important role in active commuting, several cities are actively promoting its integration into urban and environmental planning policies. This study examined the association between walkability and active commuting in Seoul, Korea. A multilevel logistic regression model was used to examine the correlation between Walkability Score and the probability of active commuting after controlling for individual variables. The analysis used 129,044 individual samples nested within 424 administrative districts (dongs). In this study, three models were tested: Model 1 contained only individual variables, Model 2 contained individual variables and Walkability Score, and Model 3 included neighborhood-level variables in addition to the variables of Model 2. The results showed that the Walkability Score was significantly correlated with the odds of active commuting. Specifically, every additional one-point increase in Walkability Score was associated with 0.3% higher odds of active commuting (Model 2: odds ratio (OR) = 1.003, 95% confidence interval (CI) = 1.001−1.005; Model 3: OR = 1.003, 95% CI = 1.001−1.006). Additionally, public transportation density was also positively correlated with the odds of active commuting. The odds of active commuting were positively correlated with younger age, female, lower-income, and having no car. Based on the findings, policy recommendations in urban planning and design, transport engineering, and environmental planning are provided.https://www.mdpi.com/1660-4601/17/4/1261active commutingwalkingcyclingwalk scorewalkability score, multilevel logistic regression modelgeographic information system (gis)seoul
collection DOAJ
language English
format Article
sources DOAJ
author Eun Jung Kim
Jiyeong Kim
Hyunjung Kim
spellingShingle Eun Jung Kim
Jiyeong Kim
Hyunjung Kim
Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting
International Journal of Environmental Research and Public Health
active commuting
walking
cycling
walk score
walkability score, multilevel logistic regression model
geographic information system (gis)
seoul
author_facet Eun Jung Kim
Jiyeong Kim
Hyunjung Kim
author_sort Eun Jung Kim
title Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting
title_short Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting
title_full Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting
title_fullStr Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting
title_full_unstemmed Does Environmental Walkability Matter? The Role of Walkable Environment in Active Commuting
title_sort does environmental walkability matter? the role of walkable environment in active commuting
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2020-02-01
description Since walkability plays an important role in active commuting, several cities are actively promoting its integration into urban and environmental planning policies. This study examined the association between walkability and active commuting in Seoul, Korea. A multilevel logistic regression model was used to examine the correlation between Walkability Score and the probability of active commuting after controlling for individual variables. The analysis used 129,044 individual samples nested within 424 administrative districts (dongs). In this study, three models were tested: Model 1 contained only individual variables, Model 2 contained individual variables and Walkability Score, and Model 3 included neighborhood-level variables in addition to the variables of Model 2. The results showed that the Walkability Score was significantly correlated with the odds of active commuting. Specifically, every additional one-point increase in Walkability Score was associated with 0.3% higher odds of active commuting (Model 2: odds ratio (OR) = 1.003, 95% confidence interval (CI) = 1.001−1.005; Model 3: OR = 1.003, 95% CI = 1.001−1.006). Additionally, public transportation density was also positively correlated with the odds of active commuting. The odds of active commuting were positively correlated with younger age, female, lower-income, and having no car. Based on the findings, policy recommendations in urban planning and design, transport engineering, and environmental planning are provided.
topic active commuting
walking
cycling
walk score
walkability score, multilevel logistic regression model
geographic information system (gis)
seoul
url https://www.mdpi.com/1660-4601/17/4/1261
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