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Driving Factors of the Industrial Land Transfer Price Based on a Geographically Weighted Regression Model: Evidence from a Rural Land System Reform Pilot in China

Author

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  • Zhiheng Yang

    (Institute of Regional Economics, Shandong University of Finance and Economics, Jinan 250014, China)

  • Chenxi Li

    (School of Public Administration, Xi’an University of Architecture and Technology, Xi’an 710055, China
    Department of Geography, University of Wisconsin–Madison, Madison, WI 53706, USA)

  • Yongheng Fang

    (School of Public Administration, Xi’an University of Architecture and Technology, Xi’an 710055, China)

Abstract

More and more studies on land transfer prices have been carried out over time. However, the influencing factors of the industrial land transfer price from the perspective of spatial attributes have rarely been explored. Selecting 25 towns as the basic research unit, based on industrial land transfer data, this paper analyzes the influencing factors of the price distribution of industrial land in Dingzhou City, a rural land system reform pilot in China, by using a geographically weighted regression (GWR) model. Eight evaluation factors were selected from five aspects: economy, population, topography, landform, and resource endowment. The results showed that: (1) Compared with the traditional ordinary least squares (OLS) model, the GWR model revealed the spatial differentiation characteristics of the industrial land transfer price in depth. (2) Factors that have a negative correlation with the industrial land transfer price include the proportion of cultivated land area and distance to the city. Factors that have a positive correlation with the industrial land transfer price include the population growth rate, economic growth rate, population density, and number of hospitals per unit area. (3) The results of GWR model analysis showed that the impact of different factors on the various towns of different models had significant spatial differentiation characteristics. This paper will provide a reference for the sustainable use of industrial land in developing countries.

Suggested Citation

  • Zhiheng Yang & Chenxi Li & Yongheng Fang, 2020. "Driving Factors of the Industrial Land Transfer Price Based on a Geographically Weighted Regression Model: Evidence from a Rural Land System Reform Pilot in China," Land, MDPI, vol. 9(1), pages 1-21, January.
    • Handle: RePEc:gam:jlands:v:9:y:2020:i:1:p:7-:d:303924
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    as
    1. Chenxi Li & Kening Wu, 2017. "Driving forces of the villages hollowing based on geographically weighted regression model: a case study of Longde County, the Ningxia Hui Autonomous Region, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 89(3), pages 1059-1079, December.
    2. Zhong, Shaopeng & Wang, Shusheng & Jiang, Yao & Yu, Bo & Zhang, Wenhao, 2015. "Distinguishing the land use effects of road pricing based on the urban form attributes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 44-58.
    3. Du, Hongyan & Ma, Yongkai & An, Yunbi, 2011. "The impact of land policy on the relation between housing and land prices: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 19-27, February.
    4. Shengfu Yang & Shougeng Hu & Weidong Li & Chuanrong Zhang & José A. Torres, 2017. "Spatiotemporal Effects of Main Impact Factors on Residential Land Price in Major Cities of China," Sustainability, MDPI, vol. 9(11), pages 1-16, November.
    5. Gao, Huina, 2019. "Public land leasing, public productive spending and economic growth in Chinese cities," Land Use Policy, Elsevier, vol. 88(C).
    6. Yuan, Feng & Wei, Yehua Dennis & Xiao, Weiye, 2019. "Land marketization, fiscal decentralization, and the dynamics of urban land prices in transitional China," Land Use Policy, Elsevier, vol. 89(C).
    7. Can Li & Yu Meng & Yingkui Li & Jingfeng Ge & Chaoran Zhao, 2019. "Inter-Metropolitan Land-Price Characteristics and Patterns in the Beijing-Tianjin-Hebei Urban Agglomeration in China," Sustainability, MDPI, vol. 11(17), pages 1-29, August.
    8. Liu, Min & Dries, Liesbeth & Heijman, Wim & Zhu, Xueqin & Deng, Xiangzheng & Huang, Jikun, 2019. "Land tenure reform and grassland degradation in Inner Mongolia, China," China Economic Review, Elsevier, vol. 55(C), pages 181-198.
    9. Hwikyung Chun & Seokho Chi & Bon Gang Hwang, 2017. "A Spatial Disaster Assessment Model of Social Resilience Based on Geographically Weighted Regression," Sustainability, MDPI, vol. 9(12), pages 1-16, December.
    10. Jaroslav Burian & Karel Macků & Jarmila Zimmermannová & Barbora Kočvarová, 2018. "Spatio-Temporal Changes and Dependencies of Land Prices: A Case Study of the City of Olomouc," Sustainability, MDPI, vol. 10(12), pages 1-19, December.
    11. Bertoni, Danilo & Aletti, Giacomo & Ferrandi, Giulia & Micheletti, Alessandra & Cavicchioli, Daniele & Pretolani, Roberto, 2018. "Farmland Use Transitions After the CAP Greening: a Preliminary Analysis Using Markov Chains Approach," Land Use Policy, Elsevier, vol. 79(C), pages 789-800.
    12. Yanchuan Mou & Qingsong He & Bo Zhou, 2017. "Detecting the Spatially Non-Stationary Relationships between Housing Price and Its Determinants in China: Guide for Housing Market Sustainability," Sustainability, MDPI, vol. 9(10), pages 1-17, October.
    13. Morito Tsutsumi & Hajime Seya, 2008. "Measuring the impact of large‐scale transportation projects on land price using spatial statistical models," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 385-401, August.
    14. Xin, Liangjie & Li, Xiubin, 2019. "Rental rates of grain land for consolidated plots and their determinants in present-day China," Land Use Policy, Elsevier, vol. 86(C), pages 421-426.
    15. Glumac, Brano & Herrera-Gomez, Marcos & Licheron, Julien, 2019. "A hedonic urban land price index," Land Use Policy, Elsevier, vol. 81(C), pages 802-812.
    16. Chenxi Li & Xing Gao & Bao-Jie He & Jingyao Wu & Kening Wu, 2019. "Coupling Coordination Relationships between Urban-industrial Land Use Efficiency and Accessibility of Highway Networks: Evidence from Beijing-Tianjin-Hebei Urban Agglomeration, China," Sustainability, MDPI, vol. 11(5), pages 1-23, March.
    17. Liang, Wenquan & Lu, Ming & Zhang, Hang, 2016. "Housing prices raise wages: Estimating the unexpected effects of land supply regulation in China," Journal of Housing Economics, Elsevier, vol. 33(C), pages 70-81.
    18. Huang, Zhonghua & Du, Xuejun, 2018. "Holding the market under the stimulus plan: Local government financing vehicles' land purchasing behavior in China," China Economic Review, Elsevier, vol. 50(C), pages 85-100.
    19. Anke Schaffartzik & Helmut Haberl & Thomas Kastner & Dominik Wiedenhofer & Nina Eisenmenger & Karl-Heinz Erb, 2015. "Trading Land: A Review of Approaches to Accounting for Upstream Land Requirements of Traded Products," Journal of Industrial Ecology, Yale University, vol. 19(5), pages 703-714, October.
    20. Wang, Ren & Hou, Jie & He, Xiaobei, 2017. "Real estate price and heterogeneous investment behavior in China," Economic Modelling, Elsevier, vol. 60(C), pages 271-280.
    21. Wang, Han & Wu, Xingyi & Wu, Di & Nie, Xin, 2019. "Will land development time restriction reduce land price? The perspective of American call options," Land Use Policy, Elsevier, vol. 83(C), pages 75-83.
    22. Wang, Yanan & Li, Xinbei & Kang, Yanqing & Chen, Wei & Zhao, Minjuan & Li, Wei, 2019. "Analyzing the impact of urbanization quality on CO2 emissions: What can geographically weighted regression tell us?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 127-136.
    23. Du, Jinfeng & Peiser, Richard B., 2014. "Land supply, pricing and local governments' land hoarding in China," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 180-189.
    24. Jan Blachowski, 2016. "Application of GIS spatial regression methods in assessment of land subsidence in complicated mining conditions: case study of the Walbrzych coal mine (SW Poland)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(2), pages 997-1014, November.
    25. Tang, Liang & Ma, Xianlei & Zhou, Yuepeng & Shi, Xiaoping & Ma, Jia, 2019. "Social relations, public interventions and land rent deviation: Evidence from Jiangsu Province in China," Land Use Policy, Elsevier, vol. 86(C), pages 406-420.
    26. Daquan Huang & Xiaoqing Yang & Zhen Liu & Xingshuo Zhao & Fanhao Kong, 2018. "The Dynamic Impacts of Employment Subcenters on Residential Land Price in Transitional China: An Examination of the Beijing Metropolitan Area," Sustainability, MDPI, vol. 10(4), pages 1-22, March.
    27. Shirota, Toyoichiro, 2018. "What is the major source of business cycles: Spillovers from land prices, investment shocks, or anything else?," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 138-149.
    28. Selima Sultana & Nastaran Pourebrahim & Hyojin Kim, 2018. "Household Energy Expenditures in North Carolina: A Geographically Weighted Regression Approach," Sustainability, MDPI, vol. 10(5), pages 1-22, May.
    29. Chen, Wei & Shen, Yue & Wang, Yanan & Wu, Qun, 2018. "How do industrial land price variations affect industrial diffusion? Evidence from a spatial analysis of China," Land Use Policy, Elsevier, vol. 71(C), pages 384-394.
    30. Bigelow, Daniel P. & Plantinga, Andrew J., 2017. "Town mouse and country mouse: Effects of urban growth controls on equilibrium sorting and land prices," Regional Science and Urban Economics, Elsevier, vol. 65(C), pages 104-115.
    31. Shirota, Toyoichiro, 2018. "What is the Major Source of Business Cycles : Spillovers from Land Prices, Investment Shocks, or Anything Else?," Discussion paper series. A 323, Graduate School of Economics and Business Administration, Hokkaido University.
    32. Eugenio Demartini & Anna Gaviglio & Marco Gelati & Daniele Cavicchioli, 2016. "The Effect of Biogas Production on Farmland Rental Prices: Empirical Evidences from Northern Italy," Energies, MDPI, vol. 9(11), pages 1-23, November.
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