IDEAS home Printed from https://ideas.repec.org/a/eee/quaeco/v94y2024icp113-132.html
   My bibliography  Save this article

Investment network and stock’s systemic risk contribution: Evidence from China

Author

Listed:
  • Xiang, Youtao
  • Borjigin, Sumuya

Abstract

In this paper, we investigated the effect of network structures on stock’s systemic risk contribution, which measures the connection characteristics of investment network from different aspects. Firstly, we find that network centrality increases systemic risk contribution, and empirical results hold even after controlling for other factors and are also robust to alternate measures. Secondly, this paper further proposes two possible explanations. Specifically, investment network connection could increase the possibility of collusion with firms, facilitate the relevant institutional investors to hollow out the listed company, and firms at the center of network can amplify the sentiment of market participants through the generation and dissemination of information, thereby increasing stock’s systemic risk contribution. Besides, economic policy uncertainty (EPU) could strengthen the positive effect of network centrality on stock’s systemic risk contribution. Finally, we document that other important network features (including structural holes, clustering coefficients, and core-periphery structure) can also increase stock’s systemic risk contribution.

Suggested Citation

  • Xiang, Youtao & Borjigin, Sumuya, 2024. "Investment network and stock’s systemic risk contribution: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 94(C), pages 113-132.
    • Handle: RePEc:eee:quaeco:v:94:y:2024:i:c:p:113-132
    DOI: 10.1016/j.qref.2024.01.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062976924000115
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.qref.2024.01.006?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 search for a different version of it.

    References listed on IDEAS

    as
    1. José Azar & Martin C. Schmalz & Isabel Tecu, 2018. "Anticompetitive Effects of Common Ownership," Journal of Finance, American Finance Association, vol. 73(4), pages 1513-1565, August.
    2. Elyasiani, Elyas & Jia, Jingyi (Jane) & Mao, Connie X., 2010. "Institutional ownership stability and the cost of debt," Journal of Financial Markets, Elsevier, vol. 13(4), pages 475-500, November.
    3. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    4. Kanno, Masayasu, 2015. "The network structure and systemic risk in the Japanese interbank market," Japan and the World Economy, Elsevier, vol. 36(C), pages 102-112.
    5. Çolak, Gönül & Gungoraydinoglu, Ali & Öztekin, Özde, 2018. "Global leverage adjustments, uncertainty, and country institutional strength," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 41-56.
    6. Khanna, Tarun & Thomas, Catherine, 2009. "Synchronicity and firm interlocks in an emerging market," Journal of Financial Economics, Elsevier, vol. 92(2), pages 182-204, May.
    7. Chuluun, Tuugi, 2017. "Global portfolio investment network and stock market comovement," Global Finance Journal, Elsevier, vol. 33(C), pages 51-68.
    8. Chang, Carolyn W. & Li, Xiaodan & Lin, Edward M.H. & Yu, Min-Teh, 2018. "Systemic risk, interconnectedness, and non-core activities in Taiwan insurance industry," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 273-284.
    9. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    10. Li, Yuelei & Hao, Aiting & Zhang, Xiaotao & Xiong, Xiong, 2018. "Network topology and systemic risk in Peer-to-Peer lending market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 508(C), pages 118-130.
    11. Hansen, Robert G. & Lott, John R., 1996. "Externalities and Corporate Objectives in a World with Diversified Shareholder/Consumers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(1), pages 43-68, March.
    12. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    13. Kuang, Yu Flora & Lee, Gladys, 2017. "Corporate fraud and external social connectedness of independent directors," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 401-427.
    14. Debarsy, Nicolas & Dossougoin, Cyrille & Ertur, Cem & Gnabo, Jean-Yves, 2018. "Measuring sovereign risk spillovers and assessing the role of transmission channels: A spatial econometrics approach," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 21-45.
    15. Li, Jie & Zhou, Zhong-Qiang & Zhang, Yongjie & Xiong, Xiong, 2023. "Information interaction among institutional investors and stock price crash risk based on multiplex networks," International Review of Financial Analysis, Elsevier, vol. 89(C).
    16. Crane, Alan D. & Koch, Andrew & Michenaud, Sébastien, 2019. "Institutional investor cliques and governance," Journal of Financial Economics, Elsevier, vol. 133(1), pages 175-197.
    17. Han N. Ozsoylev & Johan Walden & M. Deniz Yavuz & Recep Bildik, 2014. "Investor Networks in the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1323-1366.
    18. Li, Siyuan & Qu, Tianshu Charlotte & Yu, Yingri Julia, 2022. "Outside director social network centrality and turnover before stock performance crash: A friend in need?," Journal of Corporate Finance, Elsevier, vol. 76(C).
    19. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    20. Ran Xu & Kenneth A. Frank & Spiro J. Maroulis & Joshua M. Rosenberg, 2019. "konfound: Command to quantify robustness of causal inferences," Stata Journal, StataCorp LP, vol. 19(3), pages 523-550, September.
    21. Jie (Jack) He & Jiekun Huang, 2017. "Product Market Competition in a World of Cross-Ownership: Evidence from Institutional Blockholdings," The Review of Financial Studies, Society for Financial Studies, vol. 30(8), pages 2674-2718.
    22. Hong, Harrison & Xu, Jiangmin, 2019. "Inferring latent social networks from stock holdings," Journal of Financial Economics, Elsevier, vol. 131(2), pages 323-344.
    23. Pascal Busch & Stefan Obernberger, 2017. "Actual Share Repurchases, Price Efficiency, and the Information Content of Stock Prices," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 324-362.
    24. Cheng, Xin & (Helen) Wang, He & Wang, Xianjue, 2022. "Common institutional ownership and corporate social responsibility," Journal of Banking & Finance, Elsevier, vol. 136(C).
    25. Jieying Yang & Jingxiang Zhang & Jiayi Lu & Dongqi Sun & Marcus Aguiar, 2021. "The Core-Periphery Structure in the Yangtze River Delta: An Enterprise Linkage Perspective, 1978–2019," Complexity, Hindawi, vol. 2021, pages 1-15, November.
    26. Wang, Hai-jie & Tang, Kai, 2023. "Extreme climate, innovative ability and energy efficiency," Energy Economics, Elsevier, vol. 120(C).
    27. Viral V. Acharya & Tanju Yorulmazer, 2008. "Information Contagion and Bank Herding," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 215-231, February.
    28. Vidhan K. Goyal & Takeshi Yamada, 2004. "Asset Price Shocks, Financial Constraints, and Investment: Evidence from Japan," The Journal of Business, University of Chicago Press, vol. 77(1), pages 175-200, January.
    29. Fenghua Wen & Longhao Xu & Bin Chen & Xiaohua Xia & Jinyi Li, 2020. "Heterogeneous Institutional Investors, Short Selling and Stock Price Crash Risk: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2812-2825, September.
    30. Rossi, Alberto G. & Blake, David & Timmermann, Allan & Tonks, Ian & Wermers, Russ, 2018. "Network centrality and delegated investment performance," Journal of Financial Economics, Elsevier, vol. 128(1), pages 183-206.
    31. Viral Acharya & Robert Engle & Matthew Richardson, 2012. "Capital Shortfall: A New Approach to Ranking and Regulating Systemic Risks," American Economic Review, American Economic Association, vol. 102(3), pages 59-64, May.
    32. Han, Haozhe & Wang, Xingjian, 2023. "Monetary policy uncertainty and corporate cash holdings: Evidence from China," Journal of Financial Stability, Elsevier, vol. 67(C).
    33. Baltakys, Kȩstutis & Baltakienė, Margarita & Kärkkäinen, Hannu & Kanniainen, Juho, 2019. "Neighbors matter: Geographical distance and trade timing in the stock market," Finance Research Letters, Elsevier, vol. 31(C).
    34. Lu Li & Yang Li & Xueding Wang & Tusheng Xiao, 2020. "Structural holes and hedge fund return comovement: evidence from network‐connected stock hedge funds in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(3), pages 2811-2841, September.
    35. Bajo, Emanuele & Croci, Ettore & Marinelli, Nicoletta, 2020. "Institutional investor networks and firm value," Journal of Business Research, Elsevier, vol. 112(C), pages 65-80.
    36. Tsai, Li-Chuan & Zhang, Ruhui & Zhao, Cuifang, 2019. "Political connections, network centrality and firm innovation," Finance Research Letters, Elsevier, vol. 28(C), pages 180-184.
    37. Yang, Lu & Hamori, Shigeyuki, 2021. "Systemic risk and economic policy uncertainty: International evidence from the crude oil market," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 142-158.
    38. Chen, Xia & Harford, Jarrad & Li, Kai, 2007. "Monitoring: Which institutions matter?," Journal of Financial Economics, Elsevier, vol. 86(2), pages 279-305, November.
    39. Xiao-Li Gong & Zhi-Qiang Du, 2020. "Institutional Investor Information Sharing, Stock Market Extreme Risk, and Financial Systemic Risk," Complexity, Hindawi, vol. 2020, pages 1-10, April.
    40. Haiming Long & Ji Zhang & Nengyu Tang, 2017. "Does network topology influence systemic risk contribution? A perspective from the industry indices in Chinese stock market," PLOS ONE, Public Library of Science, vol. 12(7), pages 1-19, July.
    41. Saeed, Asif & Alnori, Faisal & Yaqoob, Gohar, 2023. "Corporate social responsibility, industry concentration, and firm performance: Evidence from emerging Asian economies," Research in International Business and Finance, Elsevier, vol. 64(C).
    42. Li, Fangzhou & Jiang, Yuxiang, 2022. "Institutional investor networks and crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 47(PA).
    43. Singh, Deeksha & Delios, Andrew, 2017. "Corporate governance, board networks and growth in domestic and international markets: Evidence from India," Journal of World Business, Elsevier, vol. 52(5), pages 615-627.
    44. Li, Yanshuang & Zhuang, Xintian & Wang, Jian, 2021. "Analysis of the cross-region risk contagion effect in stock market based on volatility spillover networks: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 56(C).
    45. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    46. Zulu, Thulani & Manguzvane, Mathias Mandla & Bonga-Bonga, Lumengo, 2023. "Assessing the contribution of South African Insurance Firms to Systemic Risk," MPRA Paper 116815, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    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. Li, Fangzhou & Jiang, Yuxiang, 2022. "Institutional investor networks and crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 47(PA).
    2. Chen, Shenglan & Ma, Hui & Wu, Qiang & Zhang, Hao, 2023. "Does common ownership constrain managerial rent extraction? Evidence from insider trading profitability," Journal of Corporate Finance, Elsevier, vol. 80(C).
    3. Xu, Tianli & Xu, Longbing & Zhu, Siyuan, 2023. "Common ownership and executive pay-for-performance sensitivity: Evidence from China," Research in International Business and Finance, Elsevier, vol. 65(C).
    4. Fenghua Wen & Yujie Yuan & Wei-Xing Zhou, 2019. "Cross-shareholding networks and stock price synchronicity: Evidence from China," Papers 1903.01655, arXiv.org.
    5. Hou, Canran & Liu, Huan, 2023. "Institutional cross-ownership and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 65(C).
    6. Feng, Yusen & Wang, Gang-Jin & Zhu, You & Xie, Chi, 2023. "Systemic risk spillovers and the determinants in the stock markets of the Belt and Road countries," Emerging Markets Review, Elsevier, vol. 55(C).
    7. Caporin, Massimiliano & Costola, Michele & Garibal, Jean-Charles & Maillet, Bertrand, 2022. "Systemic risk and severe economic downturns: A targeted and sparse analysis," Journal of Banking & Finance, Elsevier, vol. 134(C).
    8. Denisa Banulescu-Radu & Christophe Hurlin & Jérémy Leymarie & Olivier Scaillet, 2021. "Backtesting Marginal Expected Shortfall and Related Systemic Risk Measures," Management Science, INFORMS, vol. 67(9), pages 5730-5754, September.
    9. Kanga, Désiré & Soumaré, Issouf & Amenounvé, Edoh, 2023. "Can corporate financing through the stock market create systemic risk? Evidence from the BRVM securities market," Emerging Markets Review, Elsevier, vol. 55(C).
    10. Liu, Mengxi & Ding, Lili & Yang, Ying & Li, Hui, 2024. "Guidance or supervision: the impact of network relationship of institutional investors on corporate financialization," Finance Research Letters, Elsevier, vol. 65(C).
    11. Zhang, Weiping & Zhuang, Xintian & Wang, Jian & Lu, Yang, 2020. "Connectedness and systemic risk spillovers analysis of Chinese sectors based on tail risk network," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    12. Spiros Bougheas & Adam Hal Spencer, 2022. "Fire sales and ex ante valuation of systemic risk: A financial equilibrium networks approach," Discussion Papers 2022/04, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
    13. Christian Kubitza, 2021. "Tackling the Volatility Paradox: Spillover Persistence and Systemic Risk," ECONtribute Discussion Papers Series 079, University of Bonn and University of Cologne, Germany.
    14. Abendschein, Michael & Grundke, Peter, 2018. "On the ranking consistency of global systemic risk measures: empirical evidence," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181623, Verein für Socialpolitik / German Economic Association.
    15. Füss, Roland & Ruf, Daniel, 2021. "Bank systemic risk exposure and office market interconnectedness," Journal of Banking & Finance, Elsevier, vol. 133(C).
    16. Leroy, Aurélien & Lucotte, Yannick, 2017. "Is there a competition-stability trade-off in European banking?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 199-215.
    17. Addo, Kwabena Aboah & Hussain, Nazim & Iqbal, Jamshed, 2021. "Corporate Governance and Banking Systemic Risk: A Test of the Bundling Hypothesis," Journal of International Money and Finance, Elsevier, vol. 115(C).
    18. Hennig, Jan C. & Oehmichen, Jana & Steinberg, Philip J. & Heigermoser, Judith, 2022. "Determinants of common ownership: Exploring an information-based and a competition-based perspective in a global context," Journal of Business Research, Elsevier, vol. 144(C), pages 690-702.
    19. Jean-Baptiste Hasse, 2022. "Systemic risk: a network approach," Empirical Economics, Springer, vol. 63(1), pages 313-344, July.
    20. Silva, Walmir & Kimura, Herbert & Sobreiro, Vinicius Amorim, 2017. "An analysis of the literature on systemic financial risk: A survey," Journal of Financial Stability, Elsevier, vol. 28(C), pages 91-114.

    More about this item

    Keywords

    Systemic risk contribution; Network topology; Institutional investors; Investor sentiment; Economic policy uncertainty;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:quaeco:v:94:y:2024:i:c:p:113-132. 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/inca/620167 .

    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.