Real and fake data in Shanghai’s informal rental housing market: Groundtruthing data scraped from the internet
Author
Abstract
Suggested Citation
DOI: 10.1177/0042098020918196
Download full text from publisher
References listed on IDEAS
- Alasdair Rae, 2015. "Online Housing Search and the Geography of Submarkets," Housing Studies, Taylor & Francis Journals, vol. 30(3), pages 453-472, June.
- Weiping Wu, 2004. "Sources of Migrant Housing Disadvantage in Urban China," Environment and Planning A, , vol. 36(7), pages 1285-1304, July.
- Yang Shen, 2015. "Why Does the Government Fail to Improve the Living Conditions of Migrant Workers in Shanghai? Reflections on the Policies and the Implementations of Public Rental Housing under Neoliberalism," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 2(1), pages 58-74, January.
- Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007.
"A Unified Framework for Measuring Preferences for Schools and Neighborhoods,"
Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
- Bayer, Patrick & Ferreira, Fernando & McMillan, Robert, 2003. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Center Discussion Papers 28513, Yale University, Economic Growth Center.
- Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," NBER Working Papers 13236, National Bureau of Economic Research, Inc.
- Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Working Papers 07-27, Center for Economic Studies, U.S. Census Bureau.
- Geoff Boeing, 2020.
"Online rental housing market representation and the digital reproduction of urban inequality,"
Environment and Planning A, , vol. 52(2), pages 449-468, March.
- Geoff Boeing, 2019. "Online Rental Housing Market Representation and the Digital Reproduction of Urban Inequality," Papers 1907.06118, arXiv.org, revised Aug 2019.
- Boeing, Geoff, 2019. "Online Rental Housing Market Representation and the Digital Reproduction of Urban Inequality," SocArXiv pqgw7, Center for Open Science.
- Sheng Li & Lanlan Wang & Kuo-Liang Chang, 2018. "Do internal migrants suffer from housing extreme overcrowding in urban China?," Housing Studies, Taylor & Francis Journals, vol. 33(5), pages 708-733, July.
- Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
- Fulong Wu, 2016. "Housing in Chinese Urban Villages: The Dwellers, Conditions and Tenancy Informality," Housing Studies, Taylor & Francis Journals, vol. 31(7), pages 852-870, October.
- Yang Shen, 2015. "Why Does the Government Fail to Improve the Living Conditions of Migrant Workers in Shanghai? Reflections on the Policies and the Implementations of Public Rental Housing under Neoliberalism," Asia and the Pacific Policy Studies 201506, Crawford School of Public Policy, The Australian National University.
- Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
- Boeing, Geoff, 2017. "New Insights into Rental Housing Markets across the United States: Web Scraping and Analyzing Craigslist Rental Listings," SocArXiv v54w4, Center for Open Science.
- Yan Song & Yves Zenou & Chengri Ding, 2008. "Let's Not Throw the Baby Out with the Bath Water: The Role of Urban Villages in Housing Rural Migrants in China," Urban Studies, Urban Studies Journal Limited, vol. 45(2), pages 313-330, February.
- Hu, Lirong & He, Shenjing & Han, Zixuan & Xiao, He & Su, Shiliang & Weng, Min & Cai, Zhongliang, 2019. "Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies," Land Use Policy, Elsevier, vol. 82(C), pages 657-673.
- Guihaire, Valérie & Hao, Jin-Kao, 2008. "Transit network design and scheduling: A global review," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(10), pages 1251-1273, December.
- Zan Yang & Jie Chen, 2014. "Housing Reform and the Housing Market in Urban China," SpringerBriefs in Economics, in: Housing Affordability and Housing Policy in Urban China, edition 127, chapter 0, pages 15-43, Springer.
- Eli Beracha & M. Babajide Wintoki, 2013. "Forecasting Residential Real Estate Price Changes from Online Search Activity," Journal of Real Estate Research, American Real Estate Society, vol. 35(3), pages 283-312.
- Li, Si-ming & Liu, Yi, 2016. "The jobs-housing relationship and commuting in Guangzhou, China: Hukou and dual structure," Journal of Transport Geography, Elsevier, vol. 54(C), pages 286-294.
- Chengdong Yi & Youqin Huang, 2014. "Housing Consumption and Housing Inequality in Chinese Cities During the First Decade of the Twenty-First Century," Housing Studies, Taylor & Francis Journals, vol. 29(2), pages 291-311, March.
- Zan Yang & Jie Chen, 2014. "Housing Affordability and Housing Policy in Urban China," SpringerBriefs in Economics, Springer, edition 127, number 978-3-642-54044-8, October.
- Lisa Schweitzer, 2014. "Planning and Social Media: A Case Study of Public Transit and Stigma on Twitter," Journal of the American Planning Association, Taylor & Francis Journals, vol. 80(3), pages 218-238, July.
- Kim, Annette M., 2007. "North versus South: The Impact of Social Norms in the Market Pricing of Private Property Rights in Vietnam," World Development, Elsevier, vol. 35(12), pages 2079-2095, December.
- Prashant Das & Alan Ziobrowski & N. Coulson, 2015. "Online Information Search, Market Fundamentals and Apartment Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 51(4), pages 480-502, November.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zhengyuan Chai & Yi Yang & Yangyang Zhao & Yonghu Fu & Ling Hao, 2021. "Exploring the Effects of Contextual Factors on Residential Land Prices Using an Extended Geographically and Temporally Weighted Regression Model," Land, MDPI, vol. 10(11), pages 1-20, October.
- Jon Bannister & Anthony O’Sullivan, 2021. "Big Data in the city," Urban Studies, Urban Studies Journal Limited, vol. 58(15), pages 3061-3070, November.
- Fernando Fernandez-Monge & Sarah Barns & Rainer Kattel & Francesca Bria, 2024. "Reclaiming data for improved city governance: Barcelona’s New Data Deal," Urban Studies, Urban Studies Journal Limited, vol. 61(7), pages 1291-1307, May.
- Gregory F Randolph & Michael Storper, 2023. "Is urbanisation in the Global South fundamentally different? Comparative global urban analysis for the 21st century," Urban Studies, Urban Studies Journal Limited, vol. 60(1), pages 3-25, January.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Hu, Lirong & He, Shenjing & Luo, Yun & Su, Shiliang & Xin, Jing & Weng, Min, 2020. "A social-media-based approach to assessing the effectiveness of equitable housing policy in mitigating education accessibility induced social inequalities in Shanghai, China," Land Use Policy, Elsevier, vol. 94(C).
- Juan Ming & Jiachun Liu & Zicheng Wang, 2020. "Does the Homeownership Gap Between Rural–Urban Migrants and Urban–Urban Migrants in China Vary by Income?," SAGE Open, , vol. 10(4), pages 21582440209, November.
- Xiao, Yue & Wen, Haizhen & Hui, Eddie C.M. & Zhou, Ganghua, 2022. "Dynamic capitalization effects of educational facilities during different market stages: An empirical study in Hangzhou, China," Land Use Policy, Elsevier, vol. 122(C).
- Cankun Wei & Meichen Fu & Li Wang & Hanbing Yang & Feng Tang & Yuqing Xiong, 2022. "The Research Development of Hedonic Price Model-Based Real Estate Appraisal in the Era of Big Data," Land, MDPI, vol. 11(3), pages 1-30, February.
- Geoff Boeing & Max Besbris & Ariela Schachter & John Kuk, 2021.
"Housing Search in the Age of Big Data: Smarter Cities or the Same Old Blind Spots?,"
Housing Policy Debate, Taylor & Francis Journals, vol. 31(1), pages 112-126, January.
- Boeing, Geoff & Besbris, Max & Schachter, Ariela & Kuk, John, 2020. "Housing Search in the Age of Big Data: Smarter Cities or the Same Old Blind Spots?," SocArXiv n5zws, Center for Open Science.
- Geoff Boeing & Max Besbris & Ariela Schachter & John Kuk, 2020. "Housing Search in the Age of Big Data: Smarter Cities or the Same Old Blind Spots?," Papers 2001.11585, arXiv.org.
- Sylvia Y He, 2017. "A hierarchical estimation of school quality capitalisation in house prices in Orange County, California," Urban Studies, Urban Studies Journal Limited, vol. 54(14), pages 3337-3359, November.
- Yuting Cao & Ran Liu & Wei Qi & Jin Wen, 2020. "Spatial Heterogeneity of Housing Space Consumption in Urban China: Locals vs. Inter-and Intra-Provincial Migrants," Sustainability, MDPI, vol. 12(12), pages 1-26, June.
- Hu, Lirong & He, Shenjing & Han, Zixuan & Xiao, He & Su, Shiliang & Weng, Min & Cai, Zhongliang, 2019. "Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies," Land Use Policy, Elsevier, vol. 82(C), pages 657-673.
- Yuting Cao & Ran Liu & Wei Qi & Jin Wen, 2020. "Urban Land Regulation and Heterogeneity of Housing Conditions of Inter-Provincial Migrants in China," Land, MDPI, vol. 9(11), pages 1-21, November.
- Song, Yan & Zenou, Yves, 2012. "Urban villages and housing values in China," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 495-505.
- Nuri Hacıevliyagil & Krzysztof Drachal & Ibrahim Halil Eksi, 2022. "Predicting House Prices Using DMA Method: Evidence from Turkey," Economies, MDPI, vol. 10(3), pages 1-27, March.
- Gautier, Pieter & van Vuuren, Aico & Siegmann, Arjen, 2007.
"The Effect of the Theo van Gogh Murder on House Prices in Amsterdam,"
CEPR Discussion Papers
6175, C.E.P.R. Discussion Papers.
- Pieter A. Gautier & Arjen Siegmann & Aico van Vuuren, 2007. "The Effect of the Theo van Gogh Murder on House Prices in Amsterdam," Tinbergen Institute Discussion Papers 07-013/3, Tinbergen Institute.
- Gautier, Pieter A. & Siegmann, Arjen & van Vuuren, Aico, 2007. "The Effect of the Theo van Gogh Murder on House Prices in Amsterdam," IZA Discussion Papers 2579, Institute of Labor Economics (IZA).
- Charles Ka Yui Leung & Joe Cho Yiu Ng, 2018.
"Macro Aspects of Housing,"
GRU Working Paper Series
GRU_2018_016, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
- Leung, Charles Ka Yui & Ng, Joe Cho Yiu, 2018. "Macro Aspects of Housing," MPRA Paper 93512, University Library of Munich, Germany.
- Charles Ka Yui Leung & Joe Cho Yiu Ng, 2018. "Macro Aspects of Housing," Globalization Institute Working Papers 340, Federal Reserve Bank of Dallas.
- Charles Ka Yui LEUNG & Joe Cho Yiu NG, 2018. "Macro Aspects of Housing," ISER Discussion Paper 1030, Institute of Social and Economic Research, Osaka University.
- Wong, Maisy, 2010. "The Relationship between Marginal Willingness-to-Pay in the Hedonic and Discrete Choice Models," MPRA Paper 51218, University Library of Munich, Germany.
- Patrick Bayer & Robert McMillan & Kim Rueben, 2004. "An Equilibrium Model of Sorting in an Urban Housing Market," NBER Working Papers 10865, National Bureau of Economic Research, Inc.
- Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2014.
"Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria,"
Urban Studies, Urban Studies Journal Limited, vol. 51(2), pages 390-411, February.
- Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2013. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Tinbergen Institute Discussion Papers 13-171/VIII, Tinbergen Institute.
- Nicolai V. Kuminoff & Jaren C. Pope, 2014. "Do “Capitalization Effects” For Public Goods Reveal The Public'S Willingness To Pay?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(4), pages 1227-1250, November.
- Christopher R. Gustafson & Travis J. Lybbert & Daniel A. Sumner, 2016. "Consumer sorting and hedonic valuation of wine attributes: exploiting data from a field experiment," Agricultural Economics, International Association of Agricultural Economists, vol. 47(1), pages 91-103, January.
- Dröes, Martijn I. & Koster, Hans R.A., 2016.
"Renewable energy and negative externalities: The effect of wind turbines on house prices,"
Journal of Urban Economics, Elsevier, vol. 96(C), pages 121-141.
- Martijn Droes, 2014. "Renewable Energy and Negative Externalities: The Effect of Wind Turbines on House Prices," ERSA conference papers ersa14p1609, European Regional Science Association.
- Martijn I. Dröes & Hans R.A. Koster, 2014. "Renewable Energy and Negative Externalities: The Effect of Wind Turbines on House Prices," Tinbergen Institute Discussion Papers 14-124/VIII, Tinbergen Institute.
- Gabriel Ahlfeldt & Pantelis Koutroumpis & Tommaso Valletti, 2017.
"Speed 2.0: Evaluating Access to Universal Digital Highways,"
Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 586-625.
- Gabriel Ahlfeldt & Pantelis Koutroumpis & Tommaso Valletti, 2014. "Speed 2.0. Evaluating access to universal digital highways," CEIS Research Paper 328, Tor Vergata University, CEIS, revised 05 Sep 2014.
- Gabriel Ahlfeldt & Pantelis Koutroumpis & Tommaso Valletti, 2015. "Speed 2.0 - Evaluating Access to Universal Digital Highways," CESifo Working Paper Series 5186, CESifo.
- Ahlfeldt, Gabriel M. & Koutroumpis, Pantelis & Valletti, Tommaso, 2017. "Speed 2.0: evaluating access to universal digital highways," LSE Research Online Documents on Economics 65339, London School of Economics and Political Science, LSE Library.
- Valletti, Tommaso & Koutroumpis, Pantelis & Ahlfeldt, Gabriel, 2016. "Speed 2.0 - Evaluating access to universal digital highways," CEPR Discussion Papers 11046, C.E.P.R. Discussion Papers.
- Gabriel M. Ahlfeldt & Pantelis Koutroumpis & Tommaso Valletti, 2014. "Speed 2.0. Evaluating Access to Universal Digital Highways," SERC Discussion Papers 0161, Centre for Economic Performance, LSE.
More about this item
Keywords
informality; migration; rental housing; scraped online data;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:urbstu:v:58:y:2021:i:9:p:1831-1845. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: http://www.gla.ac.uk/departments/urbanstudiesjournal .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.