% WP21 — Phase A bibliography. Every entry verified on Crossref (JSON in reports/verification/.crossref.json), % except herath2010review (DataCite JSON, reports/verification/herath2010review.datacite.json) and mcconnell2005openspace % (RFF report, no DOI; verified on the publisher page https://www.rff.org/publications/reports/the-value-of-open-space-evidence-from-studies-of-nonmarket-benefits/ on 2026-10-20). % Generated 2026-10-20. @article{rosen1974hedonic, author = {Rosen, Sherwin}, title = {Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition}, journal = {Journal of Political Economy}, year = {1974}, volume = {82}, number = {1}, pages = {34--55}, doi = {10.1086/260169} } @article{sirmans2005composition, author = {Sirmans, G. Stacy and Macpherson, David A. and Zietz, Emily N.}, title = {The Composition of Hedonic Pricing Models}, journal = {Journal of Real Estate Literature}, year = {2005}, volume = {13}, number = {1}, pages = {1--44}, doi = {10.1080/10835547.2005.12090154} } @article{sirmans2006meta, author = {Sirmans, G. Stacy and MacDonald, Lynn and Macpherson, David A. and Zietz, Emily Norman}, title = {The Value of Housing Characteristics: A Meta Analysis}, journal = {The Journal of Real Estate Finance and Economics}, year = {2006}, volume = {33}, number = {3}, pages = {215--240}, doi = {10.1007/s11146-006-9983-5} } @article{sirmans2010tom, author = {Sirmans, G. Stacy and MacDonald, Lynn and Macpherson, David A.}, title = {A Meta-Analysis of Selling Price and Time-on-the-Market}, journal = {Journal of Housing Research}, year = {2010}, volume = {19}, number = {2}, pages = {139--152}, doi = {10.1080/10835547.2010.12092027} } @article{khoshnoud2023evolution, author = {Khoshnoud, Mahsa and Sirmans, G. Stacy and Zietz, Emily N.}, title = {The Evolution of Hedonic Pricing Models}, journal = {Journal of Real Estate Literature}, year = {2023}, volume = {31}, number = {1}, pages = {1--47}, doi = {10.1080/09277544.2023.2201020} } @incollection{malpezzi2003hedonic, author = {Malpezzi, Stephen}, title = {Hedonic Pricing Models: A Selective and Applied Review}, booktitle = {Housing Economics and Public Policy: Essays in Honor of Duncan Maclennan}, editor = {O'Sullivan, Tony and Gibb, Kenneth}, publisher = {Blackwell}, address = {Oxford}, year = {2003}, chapter = {5}, pages = {67--89}, doi = {10.1002/9780470690680.ch5} } @techreport{herath2010review, author = {Herath, Shanaka and Maier, Gunther}, title = {The Hedonic Price Method in Real Estate and Housing Market Research: A Review of the Literature}, institution = {Vienna University of Economics and Business, Research Institute for Spatial and Real Estate Economics}, type = {SRE-Discussion Paper}, number = {2010/03}, year = {2010}, doi = {10.57938/e55da0fe-d130-415d-9a5d-7bbc07c329a1} } @article{smith1995airquality, author = {Smith, V. Kerry and Huang, Ju-Chin}, title = {Can Markets Value Air Quality? A Meta-Analysis of Hedonic Property Value Models}, journal = {Journal of Political Economy}, year = {1995}, volume = {103}, number = {1}, pages = {209--227}, doi = {10.1086/261981} } @article{boyle2001externalities, author = {Boyle, Melissa A. and Kiel, Katherine A.}, title = {A Survey of House Price Hedonic Studies of the Impact of Environmental Externalities}, journal = {Journal of Real Estate Literature}, year = {2001}, volume = {9}, number = {2}, pages = {117--144}, doi = {10.1080/10835547.2001.12090098} } @article{bowen2001space, author = {Bowen, William M. and Mikelbank, Brian A. and Prestegaard, Dean M.}, title = {Theoretical and Empirical Considerations Regarding Space in Hedonic Housing Price Model Applications}, journal = {Growth and Change}, year = {2001}, volume = {32}, number = {4}, pages = {466--490}, doi = {10.1111/0017-4815.00171} } @article{nelson2004airport, author = {Nelson, Jon P.}, title = {Meta-Analysis of Airport Noise and Hedonic Property Values: Problems and Prospects}, journal = {Journal of Transport Economics and Policy}, year = {2004}, volume = {38}, number = {1}, pages = {1--27}, doi = {10.3828/jtep.2004.38.1.1} } @incollection{nelson2008noise, author = {Nelson, Jon P.}, title = {Hedonic Property Value Studies of Transportation Noise: Aircraft and Road Traffic}, booktitle = {Hedonic Methods in Housing Markets}, editor = {Baranzini, Andrea and Ramirez, Jos{\'e} and Schaerer, Caroline and Thalmann, Philippe}, publisher = {Springer}, address = {New York}, year = {2008}, pages = {57--82}, doi = {10.1007/978-0-387-76815-1_4} } @techreport{mcconnell2005openspace, author = {McConnell, Virginia and Walls, Margaret A.}, title = {The Value of Open Space: Evidence from Studies of Nonmarket Benefits}, institution = {Resources for the Future}, address = {Washington, DC}, type = {RFF Report}, year = {2005}, url = {https://www.rff.org/documents/489/RFF-REPORT-Open20Spaces.pdf} } @article{simons2006contamination, author = {Simons, Robert A. and Saginor, Jesse D.}, title = {A Meta-Analysis of the Effect of Environmental Contamination and Positive Amenities on Residential Real Estate Values}, journal = {Journal of Real Estate Research}, year = {2006}, volume = {28}, number = {1}, pages = {71--104}, doi = {10.1080/10835547.2006.12091168} } @article{debrezion2007railway, author = {Debrezion, Ghebreegziabiher and Pels, Eric and Rietveld, Piet}, title = {The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis}, journal = {The Journal of Real Estate Finance and Economics}, year = {2007}, volume = {35}, number = {2}, pages = {161--180}, doi = {10.1007/s11146-007-9032-z} } @article{daniel2009flood, author = {Daniel, Vanessa E. and Florax, Raymond J. G. M. and Rietveld, Piet}, title = {Flooding Risk and Housing Values: An Economic Assessment of Environmental Hazard}, journal = {Ecological Economics}, year = {2009}, volume = {69}, number = {2}, pages = {355--365}, doi = {10.1016/j.ecolecon.2009.08.018} } @article{jackson2010powerlines, author = {Jackson, Thomas O. and Pitts, Jennifer}, title = {The Effects of Electric Transmission Lines on Property Values: A Literature Review}, journal = {Journal of Real Estate Literature}, year = {2010}, volume = {18}, number = {2}, pages = {239--259}, doi = {10.1080/10835547.2010.12090275} } @article{kuminoff2010trust, author = {Kuminoff, Nicolai V. and Parmeter, Christopher F. and Pope, Jaren C.}, title = {Which Hedonic Models Can We Trust to Recover the Marginal Willingness to Pay for Environmental Amenities?}, journal = {Journal of Environmental Economics and Management}, year = {2010}, volume = {60}, number = {3}, pages = {145--160}, doi = {10.1016/j.jeem.2010.06.001} } @article{waltert2010landscape, author = {Waltert, Fabian and Schl{\"a}pfer, Felix}, title = {Landscape Amenities and Local Development: A Review of Migration, Regional Economic and Hedonic Pricing Studies}, journal = {Ecological Economics}, year = {2010}, volume = {70}, number = {2}, pages = {141--152}, doi = {10.1016/j.ecolecon.2010.09.031} } @article{braden2011waste, author = {Braden, John B. and Feng, Xia and Won, DooHwan}, title = {Waste Sites and Property Values: A Meta-Analysis}, journal = {Environmental and Resource Economics}, year = {2011}, volume = {50}, number = {2}, pages = {175--201}, doi = {10.1007/s10640-011-9467-9} } @article{brander2011openspace, author = {Brander, Luke M. and Koetse, Mark J.}, title = {The Value of Urban Open Space: Meta-Analyses of Contingent Valuation and Hedonic Pricing Results}, journal = {Journal of Environmental Management}, year = {2011}, volume = {92}, number = {10}, pages = {2763--2773}, doi = {10.1016/j.jenvman.2011.06.019} } @article{nguyenhoang2011school, author = {Nguyen-Hoang, Phuong and Yinger, John}, title = {The Capitalization of School Quality into House Values: A Review}, journal = {Journal of Housing Economics}, year = {2011}, volume = {20}, number = {1}, pages = {30--48}, doi = {10.1016/j.jhe.2011.02.001} } @article{hill2012indexes, author = {Hill, Robert J.}, title = {Hedonic Price Indexes for Residential Housing: A Survey, Evaluation and Taxonomy}, journal = {Journal of Economic Surveys}, year = {2013}, volume = {27}, number = {5}, pages = {879--914}, doi = {10.1111/j.1467-6419.2012.00731.x} } @article{mohammad2013rail, author = {Mohammad, Sara I. and Graham, Daniel J. and Melo, Patricia C. and Anderson, Richard J.}, title = {A Meta-Analysis of the Impact of Rail Projects on Land and Property Values}, journal = {Transportation Research Part A: Policy and Practice}, year = {2013}, volume = {50}, pages = {158--170}, doi = {10.1016/j.tra.2013.01.013} } @article{wadud2013airports, author = {Wadud, Zia}, title = {Using Meta-Regression to Determine Noise Depreciation Indices for Asian Airports}, journal = {Asian Geographer}, year = {2013}, volume = {30}, number = {2}, pages = {127--141}, doi = {10.1080/10225706.2013.778580} } @article{perino2013greenspace, author = {Perino, Grischa and Andrews, Barnaby and Kontoleon, Andreas and Bateman, Ian}, title = {The Value of Urban Green Space in Britain: A Methodological Framework for Spatially Referenced Benefit Transfer}, journal = {Environmental and Resource Economics}, year = {2014}, volume = {57}, number = {2}, pages = {251--272}, doi = {10.1007/s10640-013-9665-8} } @article{higgins2016transit, author = {Higgins, Christopher D. and Kanaroglou, Pavlos S.}, title = {Forty Years of Modelling Rapid Transit's Land Value Uplift in North America: Moving Beyond the Tip of the Iceberg}, journal = {Transport Reviews}, year = {2016}, volume = {36}, number = {5}, pages = {610--634}, doi = {10.1080/01441647.2016.1174748} } @article{siriwardena2016trees, author = {Siriwardena, Shyamani D. and Boyle, Kevin J. and Holmes, Thomas P. and Wiseman, P. Eric}, title = {The Implicit Value of Tree Cover in the {U.S.}: A Meta-Analysis of Hedonic Property Value Studies}, journal = {Ecological Economics}, year = {2016}, volume = {128}, pages = {68--76}, doi = {10.1016/j.ecolecon.2016.04.016} } @inproceedings{gluszak2017airport, author = {G{\l}uszak, Micha{\l} and Konowalczuk, Jan and Fory{\'s}, Iwona}, title = {Airport Noise, Land Use Controls and Real Estate Values: Critical Review and Meta-Analysis}, booktitle = {24th Annual European Real Estate Society Conference}, year = {2017}, doi = {10.15396/eres2017_244} } @article{beltran2018flood, author = {Beltr{\'a}n, Allan and Maddison, David and Elliott, Robert J. R.}, title = {Is Flood Risk Capitalised Into Property Values?}, journal = {Ecological Economics}, year = {2018}, volume = {146}, pages = {668--685}, doi = {10.1016/j.ecolecon.2017.12.015} } @article{nicholls2018waterquality, author = {Nicholls, Sarah and Crompton, John}, title = {A Comprehensive Review of the Evidence of the Impact of Surface Water Quality on Property Values}, journal = {Sustainability}, year = {2018}, volume = {10}, number = {2}, pages = {500}, doi = {10.3390/su10020500} } @article{cespedeslopez2019epc, author = {Cespedes-Lopez, Maria-Francisca and Mora-Garcia, Raul-Tomas and Perez-Sanchez, V. Raul and Perez-Sanchez, Juan-Carlos}, title = {Meta-Analysis of Price Premiums in Housing with Energy Performance Certificates ({EPC}) in the {European Union}}, journal = {Sustainability}, year = {2019}, volume = {11}, number = {22}, pages = {6303}, doi = {10.3390/su11226303} } @article{crompton2019greenways, author = {Crompton, John L. and Nicholls, Sarah}, title = {The Impact of Greenways and Trails on Proximate Property Values: An Updated Review}, journal = {Journal of Park and Recreation Administration}, year = {2019}, doi = {10.18666/jpra-2019-9906} } @article{jayantha2019bibliometric, author = {Jayantha, Wadu Mesthrige and Oladinrin, Olugbenga Timo}, title = {Bibliometric Analysis of Hedonic Price Model Using {CiteSpace}}, journal = {International Journal of Housing Markets and Analysis}, year = {2020}, volume = {13}, number = {2}, pages = {357--371}, doi = {10.1108/ijhma-04-2019-0044} } @article{nicholls2019disturbances, author = {Nicholls, Sarah}, title = {Impacts of Environmental Disturbances on Housing Prices: A Review of the Hedonic Pricing Literature}, journal = {Journal of Environmental Management}, year = {2019}, volume = {246}, pages = {1--10}, doi = {10.1016/j.jenvman.2019.05.144} } @article{perezrave2019ml, author = {P{\'e}rez-Rave, Jorge Iv{\'a}n and Correa-Morales, Juan Carlos and Gonz{\'a}lez-Echavarr{\'i}a, Favi{\'a}n}, title = {A Machine Learning Approach to Big Data Regression Analysis of Real Estate Prices for Inferential and Predictive Purposes}, journal = {Journal of Property Research}, year = {2019}, volume = {36}, number = {1}, pages = {59--96}, doi = {10.1080/09599916.2019.1587489} } @article{turnbull2019school, author = {Turnbull, Geoffrey K. and Zheng, Minrong}, title = {A Meta-Analysis of School Quality Capitalization in {U.S.} House Prices}, journal = {Real Estate Economics}, year = {2021}, volume = {49}, number = {4}, pages = {1120--1171}, doi = {10.1111/1540-6229.12300} } @article{wang2019massappraisal, author = {Wang, Dongfang and Li, Victor Jing}, title = {Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review}, journal = {Sustainability}, year = {2019}, volume = {11}, number = {24}, pages = {7006}, doi = {10.3390/su11247006} } @article{bishop2020bestpractices, author = {Bishop, Kelly C. and Kuminoff, Nicolai V. and Banzhaf, H. Spencer and Boyle, Kevin J. and von Gravenitz, Kathrine and Pope, Jaren C. and Smith, V. Kerry and Timmins, Christopher D.}, title = {Best Practices for Using Hedonic Property Value Models to Measure Willingness to Pay for Environmental Quality}, journal = {Review of Environmental Economics and Policy}, year = {2020}, volume = {14}, number = {2}, pages = {260--281}, doi = {10.1093/reep/reaa001} } @article{valier2020avm, author = {Valier, Agostino}, title = {Who Performs Better? {AVMs} vs Hedonic Models}, journal = {Journal of Property Investment \& Finance}, year = {2020}, volume = {38}, number = {3}, pages = {213--225}, doi = {10.1108/jpif-12-2019-0157} } @article{zhang2020brt, author = {Zhang, Min and Yen, Barbara T. H.}, title = {The Impact of Bus Rapid Transit ({BRT}) on Land and Property Values: A Meta-Analysis}, journal = {Land Use Policy}, year = {2020}, volume = {96}, pages = {104684}, doi = {10.1016/j.landusepol.2020.104684} } @article{guignet2021water, author = {Guignet, Dennis and Heberling, Matthew T. and Papenfus, Michael and Griot, Olivia}, title = {Property Values, Water Quality, and Benefit Transfer: A Nationwide Meta-analysis}, journal = {Land Economics}, year = {2022}, volume = {98}, number = {2}, pages = {191--218}, doi = {10.3368/le.98.2.050120-0062r1} } @article{jaafar2021slr, author = {Ja'afar, Nur Syafiqah and Mohamad, Junainah and Ismail, Suriatini}, title = {Machine Learning for Property Price Prediction and Price Valuation: A Systematic Literature Review}, journal = {Planning Malaysia}, year = {2021}, volume = {19}, doi = {10.21837/pm.v19i17.1018} } @article{parsons2022wind, author = {Parsons, George and Heintzelman, Martin D.}, title = {The Effect of Wind Power Projects on Property Values: A Decade (2011--2021) of Hedonic Price Analysis}, journal = {International Review of Environmental and Resource Economics}, year = {2022}, volume = {16}, number = {1}, pages = {93--170}, doi = {10.1561/101.00000132} } @article{geerts2023survey, author = {Geerts, Margot and vanden Broucke, Seppe and De Weerdt, Jochen}, title = {A Survey of Methods and Input Data Types for House Price Prediction}, journal = {ISPRS International Journal of Geo-Information}, year = {2023}, volume = {12}, number = {5}, pages = {200}, doi = {10.3390/ijgi12050200} } @article{tekouabou2023survey, author = {Tekouabou, St{\'e}phane C. K. and Gherghina, {\c{S}}tefan Cristian and Kameni, Eric D{\'e}sir{\'e} and Filali, Youssef and Idrissi Gartoumi, Khalil}, title = {{AI}-Based on Machine Learning Methods for Urban Real Estate Prediction: A Systematic Survey}, journal = {Archives of Computational Methods in Engineering}, year = {2024}, volume = {31}, number = {2}, pages = {1079--1095}, doi = {10.1007/s11831-023-10010-5} } @article{heberling2024water, author = {Heberling, Matthew T. and Guignet, Dennis and Papenfus, Michael}, title = {Hedonic Property Values and Water Quality: A Meta-Analysis of Commodity, Market, and Methodological Choices}, journal = {Journal of Environmental Management}, year = {2024}, volume = {352}, pages = {119829}, doi = {10.1016/j.jenvman.2023.119829} } @article{naz2024slr, author = {Naz, Sana and Jamil, Muhammad and Ijaz, Sana}, title = {Machine Learning, Deep Learning, and Hybrid Approaches in Real Estate Price Prediction: A Comprehensive Systematic Literature Review}, journal = {Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences}, year = {2024}, volume = {61}, number = {2}, pages = {129--144}, doi = {10.53560/PPASA(61-2)863} } @article{jayalath2025water, author = {Jayalath, Tharaka A. and Lloyd-Smith, Patrick}, title = {Water Quality and Property Values: A Meta-Analysis and {Canadian} National Benefit Assessment}, journal = {Canadian Water Resources Journal / Revue canadienne des ressources hydriques}, year = {2025}, volume = {51}, number = {1}, pages = {1--22}, doi = {10.1080/07011784.2025.2543860} } @article{macchiaroli2025crime, author = {Macchiaroli, Maria and Dolores, Luigi}, title = {The Influence of Urban Lack of Safety and Preventive Measures on Property Values: Systematic Review and Meta-Analysis}, journal = {Valori e Valutazioni}, year = {2025}, volume = {38}, pages = {139--176}, doi = {10.48264/vvsiev-20253810} } @article{morenoforonda2025review, author = {Moreno-Foronda, Ignacio and S{\'a}nchez-Mart{\'i}nez, Mar{\'i}a-Teresa and Pareja-Eastaway, Montserrat}, title = {Comparative Analysis of Advanced Models for Predicting Housing Prices: A Review}, journal = {Urban Science}, year = {2025}, volume = {9}, number = {2}, pages = {32}, doi = {10.3390/urbansci9020032} } @article{siriwardena2025trees, author = {Siriwardena, Shyamani D. and Boyle, Kevin J. and Holmes, Thomas P.}, title = {Capitalization of Urban Tree Cover: An Internal Meta-Analysis}, journal = {Ecological Economics}, year = {2025}, volume = {238}, pages = {108709}, doi = {10.1016/j.ecolecon.2025.108709} }