A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan

High-speed rail (HSR) networks boost inter-city accessibility across a country and stimulate economic growth in inner cities. These economic gains, however, can often be accompanied by sharp increases in land and property prices along the lines that raise governmental concerns. This study examined t...

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Main Authors: Joyce M.W. Low, Byung Kwon Lee
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/10/3357
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spelling doaj-753df74263ac48beadc8e1822925c5972020-11-25T03:46:42ZengMDPI AGApplied Sciences2076-34172020-05-01103357335710.3390/app10103357A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in TaiwanJoyce M.W. Low0Byung Kwon Lee1Lee Kong Chian School of Business, Singapore Management University, Singapore 178899, SingaporeDepartment of Industrial Systems and Management, National University of Singapore, Singapore 117576, SingaporeHigh-speed rail (HSR) networks boost inter-city accessibility across a country and stimulate economic growth in inner cities. These economic gains, however, can often be accompanied by sharp increases in land and property prices along the lines that raise governmental concerns. This study examined the effect of the introduction of HSR on land prices in Taiwan and how the extent of such an effect varied with the stages of economic, societal, and infrastructural developments in different cities in Taiwan. Based on extensive published data, an empirical study was conducted using an integrated methodology comprising system dynamics, multivariate regression, and principal component analysis to examine the interacting relationships between the presence of HSR transportation and other important dimensions of city development in determining land prices. The study found that while land prices correlated with the greater locational accessibility brought about HSR, the extent of land price increases depended significantly on economic, societal, and infrastructural considerations such as the unemployment rate, risk-free interest rate, population density, and the existence of free trade zones, etc. This understanding of system behavior will be helpful for policy makers in devising ways to curb the escalation of property price while enjoying the benefits of HSR.https://www.mdpi.com/2076-3417/10/10/3357locational accessibilityreal estate pricessystem dynamicsmultivariate regressionprincipal component analysis
collection DOAJ
language English
format Article
sources DOAJ
author Joyce M.W. Low
Byung Kwon Lee
spellingShingle Joyce M.W. Low
Byung Kwon Lee
A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan
Applied Sciences
locational accessibility
real estate prices
system dynamics
multivariate regression
principal component analysis
author_facet Joyce M.W. Low
Byung Kwon Lee
author_sort Joyce M.W. Low
title A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan
title_short A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan
title_full A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan
title_fullStr A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan
title_full_unstemmed A Data-Driven Analysis on the Impact of High-Speed Rails on Land Prices in Taiwan
title_sort data-driven analysis on the impact of high-speed rails on land prices in taiwan
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2020-05-01
description High-speed rail (HSR) networks boost inter-city accessibility across a country and stimulate economic growth in inner cities. These economic gains, however, can often be accompanied by sharp increases in land and property prices along the lines that raise governmental concerns. This study examined the effect of the introduction of HSR on land prices in Taiwan and how the extent of such an effect varied with the stages of economic, societal, and infrastructural developments in different cities in Taiwan. Based on extensive published data, an empirical study was conducted using an integrated methodology comprising system dynamics, multivariate regression, and principal component analysis to examine the interacting relationships between the presence of HSR transportation and other important dimensions of city development in determining land prices. The study found that while land prices correlated with the greater locational accessibility brought about HSR, the extent of land price increases depended significantly on economic, societal, and infrastructural considerations such as the unemployment rate, risk-free interest rate, population density, and the existence of free trade zones, etc. This understanding of system behavior will be helpful for policy makers in devising ways to curb the escalation of property price while enjoying the benefits of HSR.
topic locational accessibility
real estate prices
system dynamics
multivariate regression
principal component analysis
url https://www.mdpi.com/2076-3417/10/10/3357
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