IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v19y2012i3p382-394.html
   My bibliography  Save this article

Common influences, spillover and integration in Chinese stock markets

Author

Listed:
  • Weber, Enzo
  • Zhang, Yanqun

Abstract

The Chinese stock market features an interesting history of divided market segments: domestic (A), foreigners' (B) and overseas (H). This puts forth questions of market integration as well as cross-divisional information transmission. We address these issues in a structural DCC framework, an econometric technique capable of identifying common factor influences from (bi-directional) spillovers as constituents of contemporaneous correlations. We find initial dominance of transmission from A to B and to a lesser extent from H to B and A to H. However, since the opening of the B-market for Chinese citizens in 2001, common factors have largely replaced direct spillovers.

Suggested Citation

  • Weber, Enzo & Zhang, Yanqun, 2012. "Common influences, spillover and integration in Chinese stock markets," Journal of Empirical Finance, Elsevier, vol. 19(3), pages 382-394.
  • Handle: RePEc:eee:empfin:v:19:y:2012:i:3:p:382-394
    DOI: 10.1016/j.jempfin.2012.03.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927539812000151
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2012.03.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rigobon, Roberto, 2002. "The curse of non-investment grade countries," Journal of Development Economics, Elsevier, vol. 69(2), pages 423-449, December.
    2. Andy C. W. Chui & Chuck C. Y. Kwok, 1998. "Cross-Autocorrelation Between A Shares And B Shares In The Chinese Stock Market," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(3), pages 333-353, September.
    3. Girardin, Eric & Liu, Zhenya, 2007. "The financial integration of China: New evidence on temporally aggregated data for the A-share market," China Economic Review, Elsevier, vol. 18(3), pages 354-371.
    4. Kalok Chan & Albert J. Menkveld & Zhishu Yang, 2008. "Information Asymmetry and Asset Prices: Evidence from the China Foreign Share Discount," Journal of Finance, American Finance Association, vol. 63(1), pages 159-196, February.
    5. Weber, Enzo, 2008. "Structural dynamic conditional correlation," SFB 649 Discussion Papers 2008-069, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    6. Qiao, Zhuo & Li, Yuming & Wong, Wing-Keung, 2008. "Policy change and lead-lag relations among China's segmented stock markets," Journal of Multinational Financial Management, Elsevier, vol. 18(3), pages 276-289, July.
    7. da Veiga, Bernardo & Chan, Felix & McAleer, Michael, 2008. "Modelling the volatility transmission and conditional correlations between A and B shares in forecasting value-at-risk," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 78(2), pages 155-171.
    8. Enzo Weber, 2010. "Structural Conditional Correlation," Journal of Financial Econometrics, Oxford University Press, vol. 8(3), pages 392-407, Summer.
    9. Ma, Xianghai, 1996. "Capital controls, market segmentation and stock prices: Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 4(2-3), pages 219-239, July.
    10. Ernst R. Berndt & Bronwyn H. Hall & Robert E. Hall & Jerry A. Hausman, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 653-665, National Bureau of Economic Research, Inc.
    11. Weber, Enzo, 2007. "Volatility and causality in Asia Pacific financial markets," SFB 649 Discussion Papers 2007-004, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    12. Engle, Robert F & Sheppard, Kevin K, 2001. "Theoretical and Empirical Properties of Dynamic Conditional Correlation Multivariate GARCH," University of California at San Diego, Economics Working Paper Series qt5s2218dp, Department of Economics, UC San Diego.
    13. Chui, Andy C W & Kwok, Chuck C Y, 1998. "Cross-Autocorrelation between A Shares and B Shares in the Chinese Stock Market," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(3), pages 333-353, Fall.
    14. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    15. Weber, Enzo, 2008. "Structural constant conditional correlation," SFB 649 Discussion Papers 2008-015, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    16. Hasbrouck, Joel, 1995. "One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-1199, September.
    17. Sentana, Enrique & Fiorentini, Gabriele, 2001. "Identification, estimation and testing of conditionally heteroskedastic factor models," Journal of Econometrics, Elsevier, vol. 102(2), pages 143-164, June.
    18. Chakravarty, Sugato & Sarkar, Asani & Wu, Lifan, 1998. "Information asymmetry, market segmentation and the pricing of cross-listed shares: theory and evidence from Chinese A and B shares," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 8(3-4), pages 325-356, December.
    19. Wagner, Marcus, 2008. "Links between sustainability-related innovation and sustainability management," SFB 649 Discussion Papers 2008-046, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    20. Härdle, Wolfgang Karl & Hautsch, Nikolaus & Pigorsch, Uta, 2008. "Measuring and modeling risk using high-frequency data," SFB 649 Discussion Papers 2008-045, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    21. Chan, Kalok & Menkveld, Albert J. & Yang, Zhishu, 2007. "The informativeness of domestic and foreign investors' stock trades: Evidence from the perfectly segmented Chinese market," Journal of Financial Markets, Elsevier, vol. 10(4), pages 391-415, November.
    22. Arquette, Gregory C. & Brown Jr., William O. & Burdekin, Richard C.K., 2008. "US ADR and Hong Kong H-share discounts of Shanghai-listed firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1916-1927, September.
    23. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    24. King, Mervyn & Sentana, Enrique & Wadhwani, Sushil, 1994. "Volatility and Links between National Stock Markets," Econometrica, Econometric Society, vol. 62(4), pages 901-933, July.
    25. Sun, Qian & Tong, Wilson H. S., 2000. "The effect of market segmentation on stock prices: The China syndrome," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1875-1902, December.
    26. Thomas Chiang & Lin Tan & Huimin Li, 2007. "Empirical analysis of dynamic correlations of stock returns: evidence from Chinese A-share and B-share markets," Quantitative Finance, Taylor & Francis Journals, vol. 7(6), pages 651-667.
    27. Qiao, Zhuo & Chiang, Thomas C. & Wong, Wing-Keung, 2008. "Long-run equilibrium, short-term adjustment, and spillover effects across Chinese segmented stock markets and the Hong Kong stock market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(5), pages 425-437, December.
    28. Wang, Yuenan & Iorio, Amalia Di, 2007. "Are the China-related stock markets segmented with both world and regional stock markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(3), pages 277-290, July.
    29. Lin, Kuan-Pin & Menkveld, Albert J. & Yang, Zhishu, 2009. "Chinese and world equity markets: A review of the volatilities and correlations in the first fifteen years," China Economic Review, Elsevier, vol. 20(1), pages 29-45, March.
    30. Chiang, Thomas C. & Nelling, Edward & Tan, Lin, 2008. "The speed of adjustment to information: Evidence from the Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 17(2), pages 216-229.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. He, Hongbo & Chen, Shou & Yao, Shujie & Ou, Jinghua, 2014. "Financial liberalisation and international market interdependence: Evidence from China’s stock market in the post-WTO accession period," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 434-444.
    2. Jung-Bin Su, 2022. "The Research on the Interactions between the Emerging and Developed Markets: From Region and Structural Break Perspectives," Mathematics, MDPI, vol. 10(8), pages 1-38, April.
    3. Tsuji, Chikashi, 2020. "Correlation and spillover effects between the US and international banking sectors: New evidence and implications for risk management," International Review of Financial Analysis, Elsevier, vol. 70(C).
    4. Wang, Gang-Jin & Xie, Chi & Jiang, Zhi-Qiang & Eugene Stanley, H., 2016. "Who are the net senders and recipients of volatility spillovers in China’s financial markets?," Finance Research Letters, Elsevier, vol. 18(C), pages 255-262.
    5. Kinkyo, Takuji, 2021. "Region-wide connectedness of Asian equity and currency markets," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    6. Hanauer, Matthias X. & Jansen, Maarten & Swinkels, Laurens & Zhou, Weili, 2024. "Factor models for Chinese A-shares," International Review of Financial Analysis, Elsevier, vol. 91(C).
    7. Ciarreta Antuñano, Aitor & Zárraga Alonso, Ainhoa, 2012. "Analysis of volatility transmissions in integrated and interconnected markets: The case of the Iberian and French markets," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
    8. Hadhri, Sinda, 2024. "The role of migration fear in (dis)connecting stock markets," Finance Research Letters, Elsevier, vol. 61(C).
    9. Younis, Ijaz & Gupta, Himani & Du, Anna Min & Shah, Waheed Ullah & Hanif, Waqas, 2024. "Spillover dynamics in DeFi, G7 banks, and equity markets during global crises: A TVP-VAR analysis," Research in International Business and Finance, Elsevier, vol. 70(PB).
    10. Paul De Grauwe & Zhaoyong Zhang & Kin-Yip Ho & Yanlin Shi & Zhaoyong Zhang, 2016. "It takes two to tango: A regime-switching analysis of the correlation dynamics between the mainland Chinese and Hong Kong stock markets," Scottish Journal of Political Economy, Scottish Economic Society, vol. 63(1), pages 41-65, February.
    11. Muhammad Niaz Khan & Suzanne G. M. Fifield & Nongnuch Tantisantiwong & David M. Power, 2022. "Changes in co-movement and risk transmission between South Asian stock markets amidst the development of regional co-operation," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 36(1), pages 87-117, March.
    12. Kim, Myeong Hyeon & Sun, Lingxia, 2017. "Dynamic conditional correlations between Chinese sector returns and the S&P 500 index: An interpretation based on investment shocks," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 309-325.
    13. Wajdi Moussa & Azza Bejaoui & Nidhal Mgadmi, 2021. "Asymmetric Effect and Dynamic Relationships Between Stock Prices and Exchange Rates Volatility," Annals of Data Science, Springer, vol. 8(4), pages 837-859, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:hum:wpaper:sfb649dp2008-072 is not listed on IDEAS
    2. repec:hum:wpaper:sfb649dp2008-069 is not listed on IDEAS
    3. Weber, Enzo, 2008. "Structural dynamic conditional correlation," SFB 649 Discussion Papers 2008-069, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    4. Doukas, John A. & Wang, Liu, 2013. "Information asymmetry, price discovery, and the Chinese B-share discount puzzle," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1116-1135.
    5. Fung, Joseph K.W. & Girardin, Eric & Hua, Jian, 2022. "How does the exchange-rate regime affect dual-listed share price parity? Evidence from China’s A- and H-share markets," Journal of International Money and Finance, Elsevier, vol. 129(C).
    6. Eichler, Stefan, 2011. "Exchange rate expectations and the pricing of Chinese cross-listed stocks," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 443-455, February.
    7. Alhaj-Yaseen, Yaseen S. & Barkoulas, John T. & Ouandlous, Arav, 2020. "Liberalization and asymmetric information flow dynamics in the Chinese equity markets," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    8. Jiao, Feng & Liu, Qingfu & Tse, Yiuman & Wang, Zhiqin, 2022. "Price disparity between Chinese A- and H-shares: Dividends, currency values, and the interest rate differential," Global Finance Journal, Elsevier, vol. 53(C).
    9. Jie Zhu, 2008. "Testing for Expected Return and Market Price of Risk in Chinese A-B Share Market: A Geometric Brownian Motion and Multivariate GARCH Model Approach," CREATES Research Papers 2008-15, Department of Economics and Business Economics, Aarhus University.
    10. M. Fatih Oztek & Nadir Ocal, 2012. "Integration of China Stock Markets with International Stock Markets: An application of Smooth Transition Conditional Correlation with Double Transition Functions," ERC Working Papers 1209, ERC - Economic Research Center, Middle East Technical University, revised Dec 2012.
    11. Donald Lien & Chun-Da Chen, 2020. "B-share discount puzzle in China: a revisit of dual-share firms," Review of Managerial Science, Springer, vol. 14(5), pages 1047-1075, October.
    12. Tong, Wilson H.S. & Yu, Wayne W., 2012. "A corporate governance explanation of the A-B share discount in China," Journal of International Money and Finance, Elsevier, vol. 31(2), pages 125-147.
    13. repec:hum:wpaper:sfb649dp2007-064 is not listed on IDEAS
    14. Weber, Enzo, 2007. "Correlation vs. causality in stock market comovement," SFB 649 Discussion Papers 2007-064, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    15. Weber, Enzo, 2013. "Decomposing U.S. Stock Market Comovement into spillovers and common factors," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 106-118.
    16. Darrat, Ali F. & Gilley, Otis & Wu, Yanhui & Zhong, Maosen, 2010. "On the Chinese B-share price discount puzzle: Some new evidence," Journal of Business Research, Elsevier, vol. 63(8), pages 895-902, August.
    17. Lin, Wen-Yuan & Tsai, I-Chun, 2019. "Trader differences in Shanghai’s A-share and B-share markets: Effects on interaction with the Shanghai housing market," Journal of Asian Economics, Elsevier, vol. 64(C), pages 1-1.
    18. Ülkü, Numan & Weber, Enzo, 2013. "Identifying the interaction between stock market returns and trading flows of investor types: Looking into the day using daily data," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2733-2749.
    19. Cai, Charlie X. & McGuinness, Paul B. & Zhang, Qi, 2011. "The pricing dynamics of cross-listed securities: The case of Chinese A- and H-shares," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2123-2136, August.
    20. Yang, Ting & Lau, Sie Ting, 2005. "U.S. cross-listing and China's B-share discount," Journal of Multinational Financial Management, Elsevier, vol. 15(4-5), pages 334-353, October.
    21. Chen, Jing & Buckland, Roger & Williams, Julian, 2011. "Regulatory changes, market integration and spillover effects in the Chinese A, B and Hong Kong equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 19(4), pages 351-373, September.
    22. Chan, Kalok & Menkveld, Albert J. & Yang, Zhishu, 2007. "The informativeness of domestic and foreign investors' stock trades: Evidence from the perfectly segmented Chinese market," Journal of Financial Markets, Elsevier, vol. 10(4), pages 391-415, November.
    23. Deng, Chao & Li, Shiyu & Hong, Yun, 2024. "When local and foreign investors meet the Chinese government's risk perception about COVID-19," Journal of Multinational Financial Management, Elsevier, vol. 74(C).

    More about this item

    Keywords

    China; Stock Market; Correlation; Integration; Spillover;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:empfin:v:19:y:2012:i:3:p:382-394. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jempfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.