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Quantifying Sentiment with News Media across Local Housing Markets

Citations

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Cited by:

  1. Fang, Yi & Wang, Qi & Wang, Yanru & Yuan, Yan, 2024. "Media sentiment, deposit stability and bank systemic risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 1150-1172.
  2. Jose Carreno, 2020. "Housing Booms and the U.S. Productivity Puzzle," Working Papers 20-4, Center for Economic Studies, U.S. Census Bureau.
  3. Liu, Qing & Wang, Shouyang & Sui, Cong, 2023. "Risk appetite and option prices: Evidence from the Chinese SSE50 options market," International Review of Financial Analysis, Elsevier, vol. 86(C).
  4. Mazzotta, Stefano, 2024. "Immigration Narrative and Home Prices," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
  5. Alessia De Stefani, 2021. "House price history, biased expectations, and credit cycles: The role of housing investors," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(4), pages 1238-1266, December.
  6. Dominik Svoboda & Jan Hanousek, Jr. & Velma Zahirovic-Herbert, 2025. "Beyond the Flood: Media Coverage of Flood Events and Property Valuation," MENDELU Working Papers in Business and Economics 2025-103, Mendel University in Brno, Faculty of Business and Economics.
  7. Jean-Charles Bricongne & Baptiste Meunier & Raquel Caldeira, 2024. "Should Central Banks Care About Text Mining? A Literature Review," Working papers 950, Banque de France.
  8. Fève, Patrick & Moura, Alban, 2024. "Frictionless house-price momentum," Journal of Economic Dynamics and Control, Elsevier, vol. 168(C).
  9. Xiaoman, Jin & Qing, Li & Jun, Wang & Jingmei, Zhao, 2023. "Voice or noise? Repetitive information and stock performance," Finance Research Letters, Elsevier, vol. 52(C).
  10. Li, Rui & Li, Jianping & Zhu, Xiaoqian, 2025. "Downside belief disagreements and financial instability: Evidence from risk factor disclosures in U.S. financial institutions’ 10-K filings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
  11. Klaus Adam & Oliver Pfäuti & Timo Reinelt, 2020. "Falling Natural Rates, Rising Housing Volatility and the Optimal Inflation Target," CRC TR 224 Discussion Paper Series crctr224_2020_235, University of Bonn and University of Mannheim, Germany.
  12. Zhenyu Gao & Michael Sockin & Wei Xiong, 2020. "Learning about the Neighborhood," NBER Working Papers 26907, National Bureau of Economic Research, Inc.
  13. Antonio Gargano & Marco Giacoletti & Elvis Jarnecic, 2023. "Local Experiences, Search, and Spillovers in the Housing Market," Journal of Finance, American Finance Association, vol. 78(2), pages 1015-1053, April.
  14. repec:rim:rimwps:18-42 is not listed on IDEAS
  15. Biktimirov, Ernest N. & Babalola, Moyosore J., 2025. "From headlines to pipelines: Unpacking the impact of the Russia-Ukraine conflict through sentiment and topics," Finance Research Letters, Elsevier, vol. 78(C).
  16. Chunyi Lu & Zhuoqi Teng & Yu Gao & Renhong Wu & Md. Alamgir Hossain & Yuantao Fang, 2022. "Analysis of Early Warning of RMB Exchange Rate Fluctuation and Value at Risk Measurement Based on Deep Learning," Computational Economics, Springer;Society for Computational Economics, vol. 59(4), pages 1501-1524, April.
  17. Enwei Zhu & Jing Wu & Hongyu Liu & Keyang Li, 2023. "A Sentiment Index of the Housing Market in China: Text Mining of Narratives on Social Media," The Journal of Real Estate Finance and Economics, Springer, vol. 66(1), pages 77-118, January.
  18. Pyo, Dong-Jin, 2022. "Sentiment Shock and Housing Prices: Evidence from Korea," KDI Journal of Economic Policy, Korea Development Institute (KDI), vol. 44(4), pages 79-108.
  19. Costas Milas & Theodore Panagiotidis & Theologos Dergiades, 2021. "Does It Matter Where You Search? Twitter versus Traditional News Media," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(7), pages 1757-1795, October.
  20. Allen N. Berger & Felix Irresberger & Raluca A. Roman, 2020. "Bank Size and Household Financial Sentiment: Surprising Evidence from University of Michigan Surveys of Consumers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(S1), pages 149-191, October.
  21. Shao, Jin & Hong, Jingke & Wang, Xianzhu & Yan, Xiaochen, 2023. "The relationship between social media sentiment and house prices in China: Evidence from text mining and wavelet analysis," Finance Research Letters, Elsevier, vol. 57(C).
  22. Dimitris Anastasiou & Panayotis Kapopoulos & Kalliopi-Maria Zekente, 2023. "Sentimental Shocks and House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 67(4), pages 627-655, November.
  23. Biktimirov, Ernest N. & Sokolyk, Tatyana & Ayanso, Anteneh, 2024. "Unpacking the relation between media sentiment and house prices: A topic modeling approach," Journal of Housing Economics, Elsevier, vol. 66(C).
  24. Chi-Young Choi & Alexander Chudik & Aaron Smallwood, 2024. "Time-varying Persistence of House Price Growth: The Role of Expectations and Credit Supply," Globalization Institute Working Papers 426, Federal Reserve Bank of Dallas.
  25. Lauren Lambie‐Hanson & Wenli Li & Michael Slonkosky, 2022. "Real estate investors and the U.S. housing recovery," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(6), pages 1425-1461, November.
  26. Francisco Amaral & Martin Dohmen & Sebastian Kohl & Moritz Schularick, 2021. "Superstar Returns," Working Papers hal-03881493, HAL.
  27. Zhenyu Gao & Michael Sockin & Wei Xiong, 2019. "Economic Consequences of Housing Speculation," NBER Working Papers 26457, National Bureau of Economic Research, Inc.
  28. Lucy F. Ackert & Stefano Mazzotta, 2021. "Homeownership for All: An American Narrative," JRFM, MDPI, vol. 14(6), pages 1-14, May.
  29. William Quinn & John D. Turner, 2023. "Bubbles in history," Business History, Taylor & Francis Journals, vol. 65(4), pages 636-655, May.
  30. Jin Shao & Lean Yu & Jingke Hong & Xianzhu Wang, 2025. "Forecasting house price index with social media sentiment: A decomposition–ensemble approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(1), pages 216-241, January.
  31. Ken Wong & Max Kwong & Paul Luk & Michael Cheng, 2023. "A robust textual analysis of the dynamics of Hong Kong property market," Pacific Economic Review, Wiley Blackwell, vol. 28(3), pages 314-346, August.
  32. Shen, Shulin & Xia, Le & Shuai, Yulin & Gao, Da, 2022. "Measuring news media sentiment using big data for Chinese stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
  33. Charles Ka Yui LEUNG, 2022. "Housing and Macroeconomics," ISER Discussion Paper 1197, Institute of Social and Economic Research, The University of Osaka.
  34. Jose Carreno, 2020. "Housing Booms and the U.S. Productivity Puzzle," Working Papers 20-04, Center for Economic Studies, U.S. Census Bureau.
  35. Mazzotta, Stefano, 2022. "Immigration narrative sentiment from TV news and the stock market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 34(C).
  36. Biktimirov, Ernest N. & Sokolyk, Tatyana & Ayanso, Anteneh, 2024. "What is behind housing sentiment?," Finance Research Letters, Elsevier, vol. 60(C).
  37. Bekiros, Stelios & Nilavongse, Rachatar & Uddin, Gazi Salah, 2020. "Expectation-driven house prices and debt defaults: The effectiveness of monetary and macroprudential policies," Journal of Financial Stability, Elsevier, vol. 49(C).
  38. Ye, Jing & Xue, Minggao, 2021. "Influences of sentiment from news articles on EU carbon prices," Energy Economics, Elsevier, vol. 101(C).
  39. Taylor, Mark & Filippou, Ilias & Gozluklu, Arie & Nguyen, My, 2020. "U.S. Populist Rhetoric and Currency Returns," CEPR Discussion Papers 15054, C.E.P.R. Discussion Papers.
  40. Theresa Kuchler & Monika Piazzesi & Johannes Stroebel, 2022. "Housing Market Expectations," NBER Working Papers 29909, National Bureau of Economic Research, Inc.
  41. Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
  42. Wang, Xinyu & Fang, Zhuangzhi & Wang, Zhenxin, 2025. "The dual role of sentiment on housing prices in China," International Review of Economics & Finance, Elsevier, vol. 97(C).
  43. Xiaoping Zhou & Zhenyang Qin & Yingjie Zhang & Linyi Zhao & Yan Song, 2019. "Quantitative Estimation and Spatiotemporal Characteristic Analysis of Price Deviation in China's Housing Market," Sustainability, MDPI, vol. 11(24), pages 1-28, December.
  44. Yunmi Park & Minju Kim & Kijin Seong, 2021. "Happy neighborhoods: Investigating neighborhood conditions and sentiments of a shrinking city with Twitter data," Growth and Change, Wiley Blackwell, vol. 52(1), pages 539-566, March.
  45. Kurowski, Łukasz & Smaga, Paweł, 2023. "Analysing financial stability reports as crisis predictors with the use of text-mining," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
  46. Erdinc Akyildirim & Ahmet Faruk Aysan & Oguzhan Cepni & Özge Serbest, 2024. "Sentiment matters: the effect of news-media on spillovers among cryptocurrency returns," The European Journal of Finance, Taylor & Francis Journals, vol. 30(14), pages 1577-1613, September.
  47. Lehkonen, Heikki & Heimonen, Kari & Pukthuanthong, Kuntara, 2025. "Media tone is a priced risk factor in currency markets," Journal of Banking & Finance, Elsevier, vol. 180(C).
  48. Margaret Jacobson, 2019. "Beliefs, Aggregate Risk, and the U.S. Housing Boom," 2019 Meeting Papers 1549, Society for Economic Dynamics.
  49. Shulin Shen & Yiyi Zhao & Jindong Pang, 2024. "Local Housing Market Sentiments and Returns: Evidence from China," The Journal of Real Estate Finance and Economics, Springer, vol. 68(3), pages 488-522, April.
  50. David C. Ling & Chongyu Wang & Tingyu Zhou, 2023. "How do institutional investors react to local shocks during a crisis? A test using the COVID‐19 pandemic," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(5), pages 1246-1284, September.
  51. Rangan Gupta & Chi Keung Marco Lau & Wendy Nyakabawo, 2018. "Predicting Aggregate and State-Level US House Price Volatility: The Role of Sentiment," Working Papers 201866, University of Pretoria, Department of Economics.
  52. Ben Omrane, Walid & Dabbou, Halim & Saadi, Samir & Savaser, Tanseli & Sebai, Saber, 2025. "Exploring volatility reactions in cryptocurrency markets using intraday macroeconomic news analysis," International Review of Economics & Finance, Elsevier, vol. 103(C).
  53. Kim, Hayoung, 2022. "Heterogeneous effects of information disclosure: Evidence from housing markets," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 359-380.
  54. Yuan, Ying & Wang, Haiying & Jin, Xiu, 2022. "Pandemic-driven financial contagion and investor behavior: Evidence from the COVID-19," International Review of Financial Analysis, Elsevier, vol. 83(C).
  55. Denisa Millo & Blerina Vika & Nevila Baci, 2024. "Integrating Natural Language Processing Techniques of Text Mining Into Financial System: Applications and Limitations," Papers 2412.20438, arXiv.org.
  56. Josue Cox & Sydney C. Ludvigson, 2018. "Drivers of the Great Housing Boom-Bust: Credit Conditions, Beliefs, or Both?," NBER Working Papers 25285, National Bureau of Economic Research, Inc.
  57. Lasse Bork & Stig V. Møller & Thomas Q. Pedersen, 2020. "A New Index of Housing Sentiment," Management Science, INFORMS, vol. 66(4), pages 1563-1583, April.
  58. Josue Cox & Sydney C. Ludvigson, 2021. "Drivers of the great housing boom‐bust: Credit conditions, beliefs, or both?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(3), pages 843-875, September.
  59. Tokuoka, Kiichi, 2025. "Do lifelong experiences of land prices affect homeownership in Japan?," Japan and the World Economy, Elsevier, vol. 75(C).
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