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

被引:8
|
作者
Low, Joyce M. W. [1 ]
Lee, Byung Kwon [2 ]
机构
[1] Singapore Management Univ, Lee Kong Chian Sch Business, Singapore 178899, Singapore
[2] Natl Univ Singapore, Dept Ind Syst & Management, Singapore 117576, Singapore
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 10期
关键词
locational accessibility; real estate prices; system dynamics; multivariate regression; principal component analysis; ROAD TRAFFIC NOISE; RESIDENTIAL CONSTRUCTION; PROPERTY PRICES; UNEMPLOYMENT; MARKETS; VALUES;
D O I
10.3390/app10103357
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application This study examines the extent to which the introduction of HSR increases land prices and how the effect on land prices will vary with the stages of economic, societal, and infrastructural developments in different cities of Taiwan. Abstract 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.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Data-Driven Incipient Fault Detection and Diagnosis for the Running Gear in High-Speed Trains
    Cheng, Chao
    Qiao, Xinyu
    Luo, Hao
    Wang, Guijiu
    Teng, Wanxiu
    Zhang, Bangcheng
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (09) : 9566 - 9576
  • [2] Optimal Data-Driven Difference-Inversion-Based Iterative Control: High-Speed Nanopositioning Tracking Example
    Zhang, Zezhou
    Zou, Qingze
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2023, 31 (01) : 144 - 154
  • [3] The impact of high-speed railway on urban housing prices in China: A network accessibility perspective
    Liu, Xueli
    Jiang, Chunxia
    Wang, Feng
    Yao, Shujie
    TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2021, 152 : 84 - 99
  • [4] Data-driven Online Motion Analysis
    Huang, Tianyu
    Yang, Jia
    Li, Lijie
    2009 IEEE 10TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1-3: E-BUSINESS, CREATIVE DESIGN, MANUFACTURING - CAID&CD'2009, 2009, : 1407 - 1411
  • [5] Data-Driven Prediction Model for Analysis of Sensor Data
    Yotov, Ognyan
    Aleksieva-Petrova, Adelina
    ELECTRONICS, 2024, 13 (10)
  • [6] Design parameter sensitivity analysis of high-speed motorized spindle systems considering high-speed effects
    Lin, Chi-Wei
    2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 2087 - 2092
  • [7] Financial impact of high land prices on the viability of winery startup projects
    Santos, Michael
    Richman, Vincent
    Hu, Aidong
    INTERNATIONAL JOURNAL OF WINE BUSINESS RESEARCH, 2022, 34 (02) : 157 - 172
  • [8] Data-driven voice source waveform analysis and synthesis
    Gudnason, Jon
    Thomas, Mark R. P.
    Ellis, Daniel P. W.
    Naylor, Patrick A.
    SPEECH COMMUNICATION, 2012, 54 (02) : 199 - 211
  • [9] Modeling and Analysis of Nonlinear High-Speed Links
    Chu, Xiuqin
    Wang, Wenwu
    Wang, Jun
    Li, Yushan
    Wu, Hank
    2019 IEEE INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC COMPATIBILITY, SIGNAL AND POWER INTEGRITY (EMC+SIPI), 2019, : 475 - 480
  • [10] The Impact of High-Speed Railway Opening on Regional Economic Growth: The Case of the Wuhan-Guangzhou High-Speed Railway Line
    Ye, Chong
    Zheng, Yanhong
    Lin, Shanlang
    Zhao, Zhaoyang
    SUSTAINABILITY, 2022, 14 (18)