Price discovery on the S&P 500 index markets: An analysis of spot index, index futures, and SPDRs

Quentin C. Chua*, Wen-liang Hsieh, Yiuman Tse

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

77 Scopus citations


This paper investigates the price discovery function in three S&P 500 index markets: the spot index, index futures, and S&P Depositary Receipts markets. Four hypotheses regarding market structure and security design are proposed to differentiate the price discovery function performed by the three index instruments. Using matched synchronous intraday trading data, Johansen's maximum likelihood estimator is employed to disclose the cointegration relationships among the three markets. Results indicate that the three price series are a cointegrated system with one long-run stochastic trend. Estimated coefficients of the vector error correction model suggest that price adjustment takes place in the spot index market and for SPDRs, but not in the futures market. When the common stochastic trend is decomposed, it is found that the futures market serves the dominant price discovery function. The leverage hypothesis and the uptick rule hypothesis explain its superior price discovery function.

Original languageEnglish
Pages (from-to)21-34
Number of pages14
JournalInternational Review of Financial Analysis
Issue number1
StatePublished - 1 Dec 1999


  • Cointegration
  • Common factor
  • Error correction model
  • Price discovery
  • S&P 500 index

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