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: LOW, Joyce M. W., LEE, Byung Kwon
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
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Online Access:https://ink.library.smu.edu.sg/lkcsb_research/6626
https://ink.library.smu.edu.sg/context/lkcsb_research/article/7625/viewcontent/applsci_10_03357_v2.pdf
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spelling sg-smu-ink.lkcsb_research-76252021-02-04T08:53:30Z A data-driven analysis on the impact of high-speed rails on land prices in Taiwan LOW, Joyce M. W. LEE, Byung Kwon 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. 2020-05-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/6626 info:doi/10.3390/app10103357 https://ink.library.smu.edu.sg/context/lkcsb_research/article/7625/viewcontent/applsci_10_03357_v2.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University locational accessibility real estate prices system dynamics multivariate regression principal component analysis Asian Studies Real Estate Transportation
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic locational accessibility
real estate prices
system dynamics
multivariate regression
principal component analysis
Asian Studies
Real Estate
Transportation
spellingShingle locational accessibility
real estate prices
system dynamics
multivariate regression
principal component analysis
Asian Studies
Real Estate
Transportation
LOW, Joyce M. W.
LEE, Byung Kwon
A data-driven analysis on the impact of high-speed rails on land prices in Taiwan
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.
format text
author LOW, Joyce M. W.
LEE, Byung Kwon
author_facet LOW, Joyce M. W.
LEE, Byung Kwon
author_sort LOW, Joyce M. W.
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 Institutional Knowledge at Singapore Management University
publishDate 2020
url https://ink.library.smu.edu.sg/lkcsb_research/6626
https://ink.library.smu.edu.sg/context/lkcsb_research/article/7625/viewcontent/applsci_10_03357_v2.pdf
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