Exploring the regional dynamics of transit-induced commercial gentrification: a survival analysis approach

This study aims to explain transit-induced commercial gentrification by quantifying the impact of opening a new metro on the closure of nearby businesses. We conducted survival analysis and Kernel Density Estimation comparing closure differences between existing and new businesses around the new metro line, focusing on periods before and after the opening. Furthermore, to identify regional heterogeneity in transit-induced commercial gentrification, we conducted a comparative analysis by dividing regions based on socioeconomic characteristics. The analysis results show that transit-induced commercial gentrification occurred around new metro stations located in areas undergoing development and socioeconomic growth and differed by land use. In particular, rapid demographic changes, an increase in commercial land price, and an increase in the overall number of businesses were observed around metro stations where commercial gentrification occurred. The framework proposed in this study is expected to be applicable to other regions and contribute to advancing the understanding of transit-induced commercial gentrification.

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Publication Details

Journal
International Journal of Urban Sciences
Published
2026-07-01
DOI
https://doi.org/10.1080/12265934.2026.2674053
Primary Topic
Urban Planning and Governance
Type
article
Field-Weighted Citation Impact
0.00

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article

Exploring the regional dynamics of transit-induced commercial gentrification: a survival analysis approach

Suji Kim, Seunghyeon Lee, Jihye Byun, Geonmin Kim
International Journal of Urban Sciences
Urban Planning and Governance
article

Exploring the regional dynamics of transit-induced commercial gentrification: a survival analysis approach

Suji Kim, Seunghyeon Lee, Jihye Byun, Geonmin Kim
article en

Abstract

This study aims to explain transit-induced commercial gentrification by quantifying the impact of opening a new metro on the closure of nearby businesses. We conducted survival analysis and Kernel Density Estimation comparing closure differences between existing and new businesses around the new metro line, focusing on periods before and after the opening. Furthermore, to identify regional heterogeneity in transit-induced commercial gentrification, we conducted a comparative analysis by dividing regions based on socioeconomic characteristics. The analysis results show that transit-induced commercial gentrification occurred around new metro stations located in areas undergoing development and socioeconomic growth and differed by land use. In particular, rapid demographic changes, an increase in commercial land price, and an increase in the overall number of businesses were observed around metro stations where commercial gentrification occurred. The framework proposed in this study is expected to be applicable to other regions and contribute to advancing the understanding of transit-induced commercial gentrification.

International Journal of Urban Sciences
University of Seoul (KR), Korea Research Institute for Human Settlements (KR)
National Research Foundation of Korea
Openalex Percentile: Top 4%
Urban Planning and Governance
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Exploring the regional dynamics of transit-induced commercial gentrification: a survival analysis approach — Suji Kim, Seunghyeon Lee, et al. · International Journal of Urban Sciences (2026) | TGRS Research Map | TGRS