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題名:媒體新聞能否預測住房市場?
書刊名:住宅學報
作者:江明珠許秉凱
作者(外文):Chiang, Ming-chuShiu, Bing-kai
出版日期:2019
卷期:28:2
頁次:頁37-61
主題關鍵詞:房價交易量預售屋中古屋向量自我迴歸模型新聞情緒House pricesAmountNew houseExisting houseVector autoregression modelMedia sentiment
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(2) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:2
  • 共同引用共同引用:10
  • 點閱點閱:1
本文擷取2005年至2017年間,聯合報、經濟日報中與房市相關的新聞,建構媒體新聞的情緒分數,解析新聞情緒與住房市場價格、交易量間的關係。在控制影響住房市場的總體經濟變數後,向量自我迴歸模型(vector autoregression model, VAR)的估計結果顯示,首先,較少證據支持房價的上漲與新聞的情緒間存在顯著關係;但交易量與新聞情緒間的關係則較為顯著。其次,當聯合報新聞情緒越高,房市交易量可能向下修正,且在去除廣告及雜訊新聞後,情緒對交易量的負向影響更為強烈。再者,當房市交易量越大,經濟日報新聞的樂觀情緒越高漲,從而有更多對房市榮景的報導。
The study uses a vector autoregression model to investigate the influence of media sentiment on prices and trading volume in Taiwan's housing market. It constructs sentiment indices from the housing market news of two newspapers, the United Daily News (UDN) and Economic Daily News (EDN). The empirical results based on samples from 2005 to 2017 indicate that an appreciation in lagged prices has no significant influence on media sentiment. By contrast, media sentiment and changes in trading volume are significantly interrelated. Moreover, when UDN sentiment increases, the trading volume may decrease, with this decrease becoming even greater when advertisements and noise news that are irrelevant to the housing market are excluded. Finally, the larger the trading volume, the greater the EDN sentiment, which may result in more optimistic news about the housing market.
期刊論文
1.García, Diego(2013)。Sentiment during recessions。The Journal of Finance,68(3),1267-1300。  new window
2.林左裕、程于芳(20140600)。影響不動產市場之從眾行為與總體經濟因素之研究。應用經濟論叢,95,61-99。new window  延伸查詢new window
3.Jud, G. Donald、Winkler, Daniel T.(2002)。The Dynamics of Metropolitan Housing Prices。Journal of Real Estate Research,23(1/2),29-46。  new window
4.Shiller, R. J.(2002)。Bubbles, human judgment, and expert opinion。Financial Analysts Journal,58(3),18-26。  new window
5.Himmelberg, Charles、Mayer, Christopher、Sinai, Todd(2005)。Assessing High House Prices: Bubbles, Fundamentals and Misperceptions。Journal of Economic Perspectives,19(4),67-92。  new window
6.Walker, C. B.(2014)。Housing booms and media coverage。Applied Economics,46(32),3954-3967。  new window
7.Shiller, Robert J.(2014)。Speculative Asset Prices。American Economic Review,104(6),1486-1517。  new window
8.Tsai, I. C.、Peng, C. W.(2011)。Bubbles in the Taiwan Housing Market: The Determinants and Effects。Habitat International,35(2),379-390。  new window
9.Shiller, Robert J.(2000)。Irrational exuberance。Philosophy and Public Policy Quarterly,20(1),18-23。  new window
10.Case, K. E.、Shiller, R. J.(2003)。Is There a Bubble in the Housing Market?。Brookings Papers on Economic Activity,34(2),299-342。  new window
11.Lemmon, M.、Portniaguina, E.(2006)。Consumer confidence and asset prices: Some empirical evidence。Review of Financial Studies,19(4),1499-1529。  new window
12.彭建文、張金鶚(20000700)。總體經濟對房地產景氣影響之研究。國家科學委員會研究彙刊. 人文及社會科學,10(3),330-343。  延伸查詢new window
13.Chen, Ming-Chi、Patel, Kanak(1998)。House Price Dynamics and Granger Causality: An Analysis of Taipei New Dwelling Market。Journal of the Asian Real Estate Society,1(1),101-126。  new window
14.Mikhed, V.、Zemčík, P.(2009)。Do House Prices Reflect Fundamentals? Aggregate and Panel Data Evidence。Journal of Housing Economics,18(2),140-149。  new window
15.Sims, Christopher A.(1980)。Macroeconomics and Reality。Econometrica: Journal of the Econometric Society,48(1),1-48。  new window
16.Tetlock, Paul C.(2007)。Giving content to investor sentiment: The role of media in the stock market。The Journal of Finance,62(3),1139-1168。  new window
17.Ehrlich, I.、Fisher, L.(1982)。The Derived Demand for Advertising, A Theoretical and Empirical Investigation。The American Economic Review,72(3),336-358。  new window
會議論文
1.Sun, D.、Zhang, C.、Xu, W.、Zuo, M.、Zhou, J.、Du, Y.(2014)。Does Web News Media have Opinions? Evidence from Real Estate Market Prediction。Pacific Asia Conference on Information Systems。Tetlock, P. C。  new window
研究報告
1.Soo, C. K.(2015)。Quantifying Animal Spirits: News Media and Sentiment in the Housing Market。University of Michigan。  new window
學位論文
1.Chiang, C.、Han, C. C.、Chiang, Y. M.、Tsai, T. C.、Wu, F. S.、Seng, J. L.(2015)。Market Liquidity, Funding Liquidity in the News and Housing Price(178)。National Chengchi University。  new window
圖書
1.Bartik, Timothy J.(1991)。Who Benefits from State and Local Economic Development Policies?。W. E. Upjohn Institute for Employment Research。  new window
 
 
 
 
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