The Value of a Sea View: Hedonic Estimates Using 3D Simulation and Natural Language Processing

被引:2
作者
Gillespie, Tom [1 ]
Lyons, Ronan C. [2 ,3 ]
Hynes, Stephen [1 ]
机构
[1] Univ Galway, Whitaker Inst Innovat & Societal Change, Socio Econ Marine Res Unit, Galway, Ireland
[2] Trinity Coll Dublin, Dept Econ, Dublin, Ireland
[3] Trinity Coll Dublin, Ctr Econ Policy & Hist, Dublin, Ireland
关键词
BLUE SPACE; PRICE; AMENITIES; MODEL; EXPOSURE; ACCESS; MARKET;
D O I
10.3368/le.100.2.071522-0056R
中图分类号
F [经济];
学科分类号
02 ;
摘要
This article develops a new measure of sea view breadth and depth, based on a combination of GIS 3D simulation and natural language processing (NLP) techniques. NLP identifies properties that have a sea view, while GIS measures its extent. We estimate the value of a sea view using a hedonic housing price model and a sample of over 100,000 sales listings in Ireland, 2014-2019. We find that a sea view can add significant value to a property, all else being equal, with an average premium of 8.1% rising to 15% for a wide breadth of sea view. (JEL Q15, R14)
引用
收藏
页码:278 / 295
页数:18
相关论文
共 52 条
[1]  
Allen R. G., 1998, FAO Irrigation and Drainage Paper
[2]  
Angrist JD, 2009, MOSTLY HARMLESS ECONOMETRICS: AN EMPIRICISTS COMPANION, P1
[3]  
[Anonymous], 2009, Research Note 34
[4]   Spatial fixed effects and spatial dependence in a single cross-section [J].
Anselin, Luc ;
Arribas-Bel, Daniel .
PAPERS IN REGIONAL SCIENCE, 2013, 92 (01) :3-+
[5]   Valuing Access to Water-A Spatial Hedonic Approach, with an Application to Bangalore, India [J].
Anselin, Luc ;
Lozano-Gracia, Nancy ;
Deichmann, Uwe ;
Lall, Somik .
SPATIAL ECONOMIC ANALYSIS, 2010, 5 (02) :161-179
[6]   A sight for sore eyes: Assessing the value of view and land use in the housing market [J].
Baranzini, Andrea ;
Schaerer, Caroline .
JOURNAL OF HOUSING ECONOMICS, 2011, 20 (03) :191-199
[7]  
Benson E., 2000, APPR J, V68, P260
[8]  
Benson E.D., 1997, Journal of Real Estate Research, V13, P231, DOI [10.1080/10835547.1997.12090880, DOI 10.1080/10835547.1997.12090880]
[9]   Pricing residential amenities: The value of a view [J].
Benson, ED ;
Hansen, JL ;
Schwartz, AL ;
Smersh, GT .
JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS, 1998, 16 (01) :55-73
[10]  
Berghofer Augustin., 2011, The Economics of Ecosystems and Biodiversity