Herding boosts too-connected-to-fail risk in stock market of China

被引:18
作者
Lu, Shan [1 ,2 ]
Zhao, Jichang [1 ,3 ]
Wang, Huiwen [1 ,3 ]
Ren, Ruoen [1 ]
机构
[1] Beihang Univ, Sch Econ & Management, Beijing, Peoples R China
[2] Beijing Key Lab Emergency Support Simulat Technol, Beijing, Peoples R China
[3] Beijing Adv Innovat Ctr Big Data & Brain Comp, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Herding behavior; Complex network; Stock market crash; Systemic risk; Too-connected-to-fail; SYSTEMIC RISK; NETWORKS; OWNERSHIP; BEHAVIOR; INSURANCE; LIQUIDITY; TOPOLOGY; CRASH;
D O I
10.1016/j.physa.2018.04.020
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The crowd panic and its contagion play non-negligible roles at the time of the stock crash, especially for China where inexperienced investors dominate the market. However, existing models rarely consider investors in networking stocks and accordingly miss the exact knowledge of how panic contagion leads to abrupt crash. In this paper, by networking stocks of sharing common mutual funds, a new methodology of investigating the market crash is presented. It is surprisingly revealed that the herding, which origins in the mimic of seeking for high diversity across investment strategies to lower individual risk, will produce too-connected-to-fail stocks and reluctantly boosts the systemic risk of the entire market. Though too-connected stocks might be relatively stable during the crisis, they are so influential that a small downward fluctuation will cascade to trigger severe drops of massive successor stocks, implying that their falls might be unexpectedly amplified by the collective panic and result in the market crash. Our findings suggest that the whole picture of portfolio strategy has to be carefully supervised to reshape the stock network. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:945 / 964
页数:20
相关论文
共 60 条
  • [1] LIQUIDITY AND THE 1987 STOCK-MARKET CRASH
    AMIHUD, Y
    MENDELSON, H
    WOOD, RA
    [J]. JOURNAL OF PORTFOLIO MANAGEMENT, 1990, 16 (03) : 65 - 69
  • [2] [Anonymous], 2017, ZHUANGSHI
  • [3] Pathways towards instability in financial networks
    Bardoscia, Marco
    Battiston, Stefano
    Caccioli, Fabio
    Caldarelli, Guido
    [J]. NATURE COMMUNICATIONS, 2017, 8
  • [4] The price of complexity in financial networks
    Battiston, Stefano
    Caldarelli, Guido
    May, Robert M.
    Roukny, Tarik
    Stiglitz, Joseph E.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (36) : 10031 - 10036
  • [5] DebtRank: Too Central to Fail? Financial Networks, the FED and Systemic Risk
    Battiston, Stefano
    Puliga, Michelangelo
    Kaushik, Rahul
    Tasca, Paolo
    Caldarelli, Guido
    [J]. SCIENTIFIC REPORTS, 2012, 2
  • [6] Individual versus systemic risk and the Regulator's Dilemma
    Beale, Nicholas
    Rand, David G.
    Battey, Heather
    Croxson, Karen
    May, Robert M.
    Nowak, Martin A.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (31) : 12647 - 12652
  • [7] Econometric measures of connectedness and systemic risk in the finance and insurance sectors
    Billio, Monica
    Getmansky, Mila
    Lo, Andrew W.
    Pelizzon, Loriana
    [J]. JOURNAL OF FINANCIAL ECONOMICS, 2012, 104 (03) : 535 - 559
  • [8] Market Liquidity and Funding Liquidity
    Brunnermeier, Markus K.
    Pedersen, Lasse Heje
    [J]. REVIEW OF FINANCIAL STUDIES, 2009, 22 (06) : 2201 - 2238
  • [9] Chan-Lau M.J.A., 2010, BALANCE SHEET NETWOR, V10-107
  • [10] Stock market volatility and the crash of 1987: Evidence from six emerging markets
    Choudhry, T
    [J]. JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 1996, 15 (06) : 969 - 981