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

机译:环境步行性很重要吗?步行环境在主动通勤中的作用

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摘要

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.
机译:由于步行能力在主动通勤中起着重要作用,因此许多城市都在积极推动将其纳入城市和环境规划政策中。这项研究研究了韩国首尔的步行性与主动通勤之间的关系。在控制各个变量后,使用多级逻辑回归模型检查步行能力评分与主动通勤概率之间的相关性。分析使用了129,044个单独样本,嵌套在424个行政区(洞)内。在本研究中,测试了三个模型:模型1仅包含单个变量,模型2包含单个变量和步行能力得分,模型3除包含模型2的变量之外,还包含邻域级别的变量。结果表明,步行能力得分为与主动通勤的几率显着相关。具体而言,步行能力得分每增加一点,就会使主动通勤的机率提高0.3%(模型2:优势比(OR)= 1.003,95%置信区间(CI)= 1.001–1.005;模型3:OR = 1.003,95%CI = 1.001–1.006)。此外,公共交通密度与主动通勤的几率也呈正相关。主动通勤的几率与年轻,女性,低收入且没有开车的人成正比。根据调查结果,提供了有关城市规划和设计,交通工程和环境规划的政策建议。

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