Quantile regression on the nonlinear relationship between land use and trip time

Gim, Tae‐Hyoung Tommy

doi:10.1111/pirs.12596

Cited by 3 publications

(1 citation statement)

References 102 publications

(125 reference statements)

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“…We defined the RS as the current absolution satisfaction subtracted by the previous expectation before moving. Another difference is that whereas, in tourism studies, loyalty is classified as recommendation intention (word‐of‐mouth referrals) and revisit intention, we evaluated the latter using hometown perception as a measure of place attachment (Gim, In press). This is because extended stay occurs under specific conditions and purposes, such as work and education; therefore, if we had directly asked the revisit intention, the answers would have been distorted.…”

Section: Discussionmentioning

confidence: 99%

All lives matter. An analysis of internationals' living conditions in Seoul, Korea, using an extended image–satisfaction–loyalty mechanism

Gim

2023

Growth and Change

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We indirectly analyze the residential environment for long‐staying internationals in Seoul, Korea, by extending the image–satisfaction–loyalty mechanism widely used in tourism, specifically by examining the internationals' satisfaction and loyalty. We consider residential difficulties, sociodemographics, and survey years along with image as exogenous variables and evaluate satisfaction not only in terms of its absolute but also its relative level, which is the difference between absolute satisfaction (AS) and previous expectation. Tourism studies have measured loyalty using individuals' intention to recommend to another and their own revisit intention, but we evaluate the revisit intention with place attachment/hometown perception, which is more suitable for long‐staying residents. The variables are measured with 2016–2018 data from an annual quality of life survey for Seoul residents (n = 5279 individuals) and analyzed with structural equation modeling. Our results show that the conventionally used AS is associated only with recommendation intention, but the relative satisfaction (RS) both with recommendation intention and hometown perception. Regarding the exogenous variables, AS is substantially affected by image and RS is somewhat strongly influenced by residential difficulties. However, image is the principal determinant of loyalty level, whether recommendation intention or hometown perception. These findings confirm the applicability of the image–satisfaction–loyalty mechanism not only to short‐staying inbound tourists but also to long‐staying international residents.

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Section: Discussionmentioning

confidence: 99%

All lives matter. An analysis of internationals' living conditions in Seoul, Korea, using an extended image–satisfaction–loyalty mechanism

Gim

2023

Growth and Change

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Identifying and comparing vacant housing determinants across South Korean cities

et al. 2021

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Correlation of the Walk Score and Environmental Perceptions with Perceived Neighborhood Walkability: The Quantile Regression Model Approach

Jin,

Kim

2024

Sustainability

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The walk score, which is widely used as an index of walkability, does not include pedestrian’s perception, so there is a limit to explaining the level of perceived walkability in a neighborhood. The purpose of this study is to examine how an objectively measured walk score and subjectively measured environmental perceptions correlate with perceived neighborhood walkability. This study conducted a survey on 371 participants aged 18 or older living in Daegu, South Korea to examine perceived neighborhood walkability and perception of the built environment. We measured the walk score based on participants’ location using a geographic information system. We used the quantile regression model, whereby we investigated the effects of explanatory variables (e.g., the walk score, perceptions of the built environment) by classifying perceived neighborhood walkability by quantile into Q10, Q25, Q50, Q75, and Q90. The walk score had a positive association with people with low perceived neighborhood walkability (Q10), but a negative association with people with high perceived neighborhood walkability (Q90). Regarding views of the built environment, in most quantiles, people perceived the environment as walkable if there were abundant green spaces and diverse alternative routes. Conversely, odors, smoke, hills, and stairs impeded walkability. This indicates that along with an objective walkability index, perceptions of the built environment play an important role in determining perceived neighborhood walkability. This implies that our results can help identify appropriate policies to promote walkability for citizens.

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Quantile regression on the nonlinear relationship between land use and trip time

Cited by 3 publications

References 102 publications

All lives matter. An analysis of internationals' living conditions in Seoul, Korea, using an extended image–satisfaction–loyalty mechanism

All lives matter. An analysis of internationals' living conditions in Seoul, Korea, using an extended image–satisfaction–loyalty mechanism

Identifying and comparing vacant housing determinants across South Korean cities

Correlation of the Walk Score and Environmental Perceptions with Perceived Neighborhood Walkability: The Quantile Regression Model Approach

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