Journal of the Korea Academia-Industrial cooperation Society (한국산학기술학회논문지)

The Korea Academia-Industrial cooperation Society (한국산학기술학회)
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A study on the information effect of property market

실물자산시장에서의 정보효과에 관한 연구

  • 류현욱 (신한대학교 글로벌통상경영학과)
  • Received : 2015.09.25
  • Accepted : 2015.11.06
  • Published : 2015.11.30
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Abstract

This study examines the dynamic relations between housing price and trading volume in a set of apartment markets in Republic of Korea to explore the informational role of trading volume in predicting the price volatility. Using monthly index data, EGARCH model is utilized to test for volume effect. To estimate the EGARCH-based volatility, two different sets of region are applied for the monthly return. Strong evidence has been found towards housing turnover leading price volatility, this supports previous studies on financial sector(s). These findings also support that trading volume in the housing market contains information on investor sentiment which, in turn, has a valuation effect on the price.

본 연구는 금융투자시장에서 적극적으로 연구되는 정보효과에 대한 동태적 분석을 시도하였다. 기존문헌(들)을 통해 정보거래가 갖는 효과에 대해 고찰하였으며, 국내 아파트시장을 대상으로 실증분석하였다. 자료는 국토해양부에서 공개하는 실거래 자료가 사용되었으며, 2006년부터 2015년까지의 월별 아파트 Data를 EGARCH 분석모형에 적용하였다. 추정한 결과, 전기 거래량이 주택가격의 변동성에 영향을 미치고 있는 것으로 확인한 바, 주택거래량이 전달하는 정보효과(information role)가 금융투자시장과 유사하게 나타날 수 있음을 확인하였다.

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References

  1. Blume, L., D. Easley and M. O'Hara, Market Statistics and Technical Analysis: The Role of Volume, Journal of Finance 49(1), pp.153-181, 1994. DOI: http://dx.doi.org/10.1111/j.1540-6261.1994.tb04424.x
  2. Chordia, T., and B. Swaminathan, Trading Volume and Cross-Autocorrelations in Stock Returns, Journal of Finance 55(2), pp.913-935, 2000. DOI: http://dx.doi.org/10.1111/0022-1082.00231
  3. Chordia, T., A. Subrahmanyan, and R. Anshuman, Trading activity and expected stock returns, Journal of Financial Economics 59, pp.3-32, 2001. DOI: http://dx.doi.org/10.1016/S0304-405X(00)00080-5
  4. Clark, P. K., A Subbordinate Stochastic Process Model with Finite Variance for Speculative Prices, Econometrica 41, pp.135-155, 1973. DOI: http://dx.doi.org/10.2307/1913889
  5. Copeland, T. E., A model of Asset Trading Under the Assumption of Sequential Information Arrival, Journal of Finance 31, pp.1149-1168, 1976. DOI: http://dx.doi.org/10.2307/2326280
  6. Easley, D., S. Hvidkjaer and M. O'Hara, Is information risk a determinant of asset return? Journal of Finance 57, pp.2185-2221, 2002. DOI: http://dx.doi.org/10.1111/1540-6261.00493
  7. Easley, D. and M. O'Hara, Information and cost of capital, Journal of Finance 59, pp.1553-1585, 2004. DOI: http://dx.doi.org/10.1111/j.1540-6261.2004.00672.x
  8. Epps, T. and Epps, M., The Stochastic Dependence of Security Price Changes and Transaction Volume: Implication for the Mixture of Distribution Hypothesis, Econometrica 44, pp.305-321, 1976. DOI: http://dx.doi.org/10.2307/1912726
  9. Foster, A. J., Volume-volatility Relationship for Crude Oil Futures Markets, The Journal of Futures Markets 15(8), pp. 929-951, 1995. DOI: http://dx.doi.org/10.1002/fut.3990150805
  10. Jennings, R. H., Starks, L.T., and Fellingham, J.C., "An Equilibrium Model of Asset Trading with Sequential Information Arrival," Journal of Finance 36, pp.143-161, 1981. DOI: http://dx.doi.org/10.1111/j.1540-6261.1981.tb03540.x
  11. J. M. Lim, Do housing trading volume explain prices or the converse?, Korea Spatial Planning Review, Vol.69, pp.3-18, 2011 DOI: http://dx.doi.org/10.15793/kspr.2011.69..001
  12. H. W. Ryu, S. S. Koh, An empirical study on the relationship between price change and trading volume", Journal of Korea Real Estate Analysis Association, Vol.18(3), 2012.