题名

間接不動產之現貨與期貨市場間的資訊傳遞－以台灣5檔營建上市股為例

并列篇名

Information Transmission between Spot and Futures Markets in Indirect Real Estate Markets: A Case Study of 5 Construction Stocks in Taiwan

作者

陳宜伶(Yi-Ling Chen)；王銘駿(Ming-Chun Wang)；詹佳縈(Chia-Ying Chan)；蔡己生(Chi-Sheng Tsai)

关键词

營建類股 ； 投資人注意力 ； 價格發現 ； 波動外溢效果 ； Construction Stock ； Investor Attention ； Price Discovery ； Volatility Spillover Effect

期刊名称

住宅學報

卷期/出版年月

30卷1期（2021 / 06 / 01）

页次

71 - 101

内容语文

繁體中文
中文摘要

本研究探討投資人注意力對於營建類股現貨市場與其個股期貨間價格發現與波動外溢效果之影響。本文選取擁有個股期貨的營建類股，包括中工、冠德、興富發、皇翔與華固共5家公司為研究對象，並以Google趨勢搜尋量指數（search volume index, SVI）作為投資人注意力指標。利用向量自我迴歸模型（vector autoregression, VAR）與Granger因果關係檢定檢測價格發現，並採用雙變量動態條件相關GARCH不對稱模型（bi-variate dynamic conditional correlation GARCH asymmetric model）分析波動外溢效果。實證結果顯示，當投資人注意力高時，會增加營建類股個股現貨市場價格發現功能；此外，投資人注意力高時，也會提高營建類股現貨與期貨市場互相波動外溢至對方市場。
英文摘要

This study investigates the impact of investor attention on price discovery and the volatility spillover effect between single-stock futures and the underlying spot market. We examine five construction stocks: BES Engineering Corp., Kindom Construction Corp., Hingwealth Construction Corp., Huang Hsiang Construction Corp. and Huaku Development Co. Ltd. in Taiwan as the underlying stocks, and adopt the Google Trend Search Volume Index (SVI) as the investor attention index. The VAR model and Granger causality test are employed to identify the price discovery of the financial instruments. The bi-variate dynamic conditional correlation GARCH asymmetric model is applied to analyze the volatility spillover effect between the two financial assets. The empirical results demonstrate that the spot market exhibits a better price discovery effect when the degree of retail investor information attention increases. In addition, a high level of retail investor attention also enhances the volatility spillover effects bilaterally in both the spot and futures markets.
主题分类 社會科學 > 社會學
参考文献
  1. 林左裕, T. C(2019)。應用網路搜尋行為預測房地產市場。應用經濟論叢，105，219-254。
    連結：
  2. 胥愛琦, A. C.,吳清豐, C. F.(2003)。台灣股市報酬與匯率變動之波動性外溢效果—雙變量 EGARCH 模型的應用。台灣金融財務季刊，4(3)，87-103。
    連結：
  3. 章定煊, D. H.(2005)。上市櫃建設公司土地投資與開發策略對經營績效影響之探討。住宅學報，14(1)，41-65。
    連結：
  4. 傅英芬, Y. F.,康信鴻, H. H.(2008)。通貨膨脹與台灣不動產相關類股動能現象之探討。住宅學報，17(2)，35-62。
    連結：
  5. 蔡怡純, I. C.,陳明吉, M. C.(2008)。台北地區不動產價格波動之不對稱性探討。住宅學報，17(2)，1-11。
    連結：
  6. Andrei, D.,Hasler, M.(2015).Investor Attention and Stock Market Volatility.Review of Financial Studies,28,33-72.
  7. Bank, M.,Larch, M.,Peter, G.(2011).Google Search Volume and Its Influence on Liquidity and Returns of German Stocks.Financial Markets & Portfolio Management,25(3),239-264.
  8. Beracha, E.,Wintoki, M. B.(2013).Forecasting Residential Real Estate Price Changes from Online Search Activity.Journal of Real Estate Research,35(3),283-312.
  9. Black, F.(1976).Studies of Stock Price Volatility Changes.Proceedings of the 1976 Meetings of the Business and Economic Statistics Section
  10. Bohl, M. T.,Salm, C. A.,Schuppli, M.(2011).Price Discovery and Investor Structure in Stock Index Futures.Journal of Futures Markets,31(3),282-306.
  11. Bollerslev, T.,Chou, R. Y.,Kroner, K. F.(1992).ARCH Modeling in Finance: A Review of the Theory and Empirical Evidence.Journal of Econometrics,52(1),5-59.
  12. Brounen, D.(2000).The Effects of Property Development Activities on the Performance of REITs.Real Estate Finance,16(4),17-22.
  13. Chan, K.,Chan, K. C.,Karolyi, G. A.(1991).Intraday Volatility in the Stock Index and Stock Index Futures Markets.Review of Financial Studies,4,657-684.
  14. Chau, K. W.,MacGregor, B. D.,Schwann, G. M.(2001).Price Discovery in the Hong Kong Real Estate Market.Journal of Property Research,18(3),187-216.
  15. Chiang, R.,Fong, W.(2001).Relative Informational Efficiency of Cash, Futures, and Options Markets: The Case of an Emerging Market.Journal of Banking and Finance,25,355-375.
  16. Cziraki, P.,Mondria, J.,Wu, T.(2020).Asymmetric Attention and Stock Returns.Management Science,67(1)
  17. Da, Z.,Engelberg, J.,Gao, P.(2012).In Search of Fundamentals.AFA 2012 Chicago Meetings Paper
  18. Da, Z.,Engelberg, J.,Gao, P.(2011).In Search of Attention.Journal of Finance,66,1461-1499.
  19. Dhar, R.,Zhu, N.(2006).Up, Close and Personal: An Individual Level Analysis of the Disposition Effect.Management Science,52,726-740.
  20. Dimpfl, T.,Jank, S.(2016).Can Internet Search Queries Help to Predict Stock Market Volatility?.European Financial Management,22(2),171-192.
  21. Ding, R.,Hou, W.(2015).Retail Investor Attention and Stock Liquidity.Journal of International Financial Markets, Institutions & Money,37,12-26.
  22. Drake, M. S.,Roulstone, D. T.,Thornock, J. R.(2012).Investor Information Demand: Evidence from Google Searches around Earnings Announcements.Journal of Accounting Research,50(4),1001-1040.
  23. Engle, R.F.(2002).Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models.Journal of Business and Economic Statistics,20,339-350.
  24. Feng, L.,Seasholes, M. S.(2005).Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?.Review of Finance,9,305-351.
  25. Working Paper of University of Mannheim
  26. Fung, J. K.,Tse, Y.(2008).Efficiency of Single-Stock Futures: An Intraday Analysis.Journal of Futures Markets,28(6),518-536.
  27. Geltner, D.,MacGregor, B. D.,Schwann, G. M.(2003).Appraisal Smoothing and Price Discovery in Real Estate Markets.Urban Studies,40(5-6),1047-1064.
  28. Goddard, J.,Kita, A.,Wang, Q.(2015).Investor Attention and FX Market Volatility.Journal of International Financial Markets, Institutions and Money,38,79-96.
  29. Goetzmann, W. N.,Kumar, A.(2008).Equity Portfolio Diversification.Review of Finance,12,433-463.
  30. Granger, C. W.(1969).Investigating Causal Relations by Econometric Models and Cross-Spectral Methods.Econometrica: Journal of the Econometric Society,424-438.
  31. Hartzell, D.,Hekman, J. S.,Miles, M. E.(1987).Real Estate Returns and Inflation.AREUEA Journal,15(1),617-637.
  32. Hoag, J. W.(1980).Towards Indices of Real Estate Value and Return.The Journal of Finance,35(2),60-580.
  33. Hoesli, M.,Reka, K.(2013).Volatility Spillovers, Comovements and Contagion in Securitized Real Estate Markets.Journal of Real Estate Financial Economics,47,1-35.
  34. Hohenstatt, R.,Käsbauer, M.,Schäfers, W.(2011).Geco” and Its Potential for Real Estate Research: Evidence from the US Housing Market.Journal of Real Estate Research,33(4),471-506.
  35. Lee, C. L.(2009).Housing Price Volatility and Its Determinants.The 15th Pacific Rim Real Estate Society Conference
  36. Lee, M. T.,Kuo, S. H.,Lee, M. L.,Lee, C. L.(2016).Price Discovery and Volatility Transmission in Australian REIT Cash and Futures Markets.International Journal of Strategic Property Management,20(2),113-129.
  37. Leung, C. K.Y.,Lau, G. C. K.,Leong, C. F. Y.(2002).Testing Alternative Theories of the Property Price-trading Volume Correlation.Journal of Real Estate Research,23(3),253-264.
  38. Lin, C. B.,Chou, R. K.,Wang, G. H.(2018).Investor Sentiment and Price Discovery: Evidence from the Pricing Dynamics between the Futures and Spot Markets.Journal of Banking & Finance,90,17-31.
  39. List, J. A.(2003).Does Market Experience Eliminate Market Anomalies?.Quarterly Journal of Economics,118,41-71.
  40. Miao, H.,Ramchander, S.,Simpson, M. W.(2011).Return and Volatility Transmission in U.S. Housing Markets.Real Estate Economics,39(4),701-741.
  41. Morawski, J.,Rehkugler, H.,Füss, R.(2008).The Nature of Listed Real Estate Companies: Property or Equity Market?.Financial Markets and Portfolio Management,22(2),101-126.
  42. Ong, S. E.(1995).Singapore Real Eestate and Property Stocks: A Co-intergration Test.Journal of Property Research,12(1),29-39.
  43. Shastri, K.,Thirumalai, R. S.,Zutter, C. J.(2008).Information Revelation in the Futures Market: Evidence from Single Stock Futures.Journal of Futures Markets,28(4),335-353.
  44. Simon, S(2002).An Examination of Volatility Spillovers in REIT Returns.Journal of Real Estate Portfolio Management,8(3),229-238.
  45. Tao, L.,Song, F. M.(2010).Do Small Traders Contribute to Price Discovery? Evidence from the Hong Kong Hang Seng Index Markets.Journal of Futures Markets,30(2),156-174.
  46. Tse, Y. K.,Tsui, A. K. C.(1997).Conditional Volatility in Foreign Exchanges Rates: Evidence from the Malaysian Ringgit and Singapore dollar.Pacific-Basin Finance Journal,5,345-356.
  47. Vlastakis, N.,Markellos, R. N.(2012).Information Demand and Stock Market Volatility.Journal of Banking and Finance,36(6),1808-1821.
  48. Vozlyublennaia, N.(2014).Investor Attention, Index Performance, and Return Predictability.Journal of Banking & Finance,41,17-35.
  49. Weng, Y.,Gong, P.(2017).On Price Co-Movement and Volatility Spillover Effects in China’s Housing Markets.International Journal of Strategic Property Management,21(3),240-255.
  50. Wu, L.,Brynjofesson, E.(2009).The Future of Prediction: How Google Searches Housing Prices and Quantities.ICIS 2009 Proceedings
  51. Xu, F.,Wan, D.(2015).The Impacts of Institutional & Individual Investors on the Price Discovery in Stock Index Futures Market: Evidence from China.Finance Research Letters,15,221-231.
  52. Yavas, A.,Yildirim, Y.(2011).Price Discovery in Real Estate Markets: A Dynamic Analysis.The Journal of Real Estate Finance and Economics,42(1),1-29.
  53. 陳明吉, M. C.,郭照榮, C. J.(2004)。台灣營建類股投資績效之長期檢視—直接與間接不動產投資比較分析。管理研究學報，4(2)，144-168。
  54. 黃玉娟, Y. C.,徐守德, S. D.(1997)。台股指數現貨與期貨市場價格動態關聯性研究。證券市場發展季刊，9(3)，21-30。
  55. 廖偉真, W. Z.,雷立芬, L. F.(2010)。不同頻率之股市波動性估計—GARCH、T-GARCH 與 E-GARCH 之比較。臺灣銀行季刊，61(4)，294-307。
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