OneTrust Cookie Consent

导航

  • 跳转到内容
  • Client Log In
  • Investor relations
  • Sustainability Institute
  • Subscribe
  • Contact us
  • Careers
  • Region
  • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
  • Client Log In
  • MSCI ONE
  • MSCI Client Support Site
  • Barra PortfolioManager
  • BarraOne
  • MSCI ESG Manager
  • MSCI ESG Direct
  • Global Index Lens
  • MSCI Real Assets Analytics Portal
  • RiskManager 3
  • CreditManager
  • RiskManager 4
  • Index Monitor
  • MSCI Datscha
  • MSCI Real Capital Analytics
  • Private i
  • Total Plan/Caissa
  • MSCI Wealth Manager (Fabric)
  • MSCI Carbon Markets
  • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
  • Region
  • China
  • India
  • Japan
导航

导航菜单

  • Our Clients
    • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
    • Our Clients
    • Asset Managers
      • main-menu-texts.default-featured-content-label

        Insights on MSCI One
    • Asset Owners
      • main-menu-texts.default-featured-content-label

        Institutional Client Designed Indexes (iCDIs)
    • Banks
      • main-menu-texts.default-featured-content-label

        Total Portfolio Footprinting
    • Corporates
      • main-menu-texts.default-featured-content-label

        ESG Trends to Watch
    • Hedge Funds
      • main-menu-texts.default-featured-content-label

        Factor Models
    • Insurance Solutions for Companies
      • main-menu-texts.default-featured-content-label

        Total Portfolio Footprinting
    • MSCI Wealth — Unlock portfolio personalization at scale
      • main-menu-texts.default-featured-content-label

        Visualizing Investment Data
  • Our Solutions
    • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
    • Our Solutions
    • 分析
      • main-menu-texts.back-to-parent-menu Our Solutions
      • 分析
      • 分析 main-menu-texts.public-site.submenu-parent-link-postfix
      • Risk Management
      • AI Portfolio Insights
      • Multi-Asset Class Factor Models
      • Quantitative Investment Solutions
      • Fixed income analytics
      • 投资组合管理 >>
      • Crowding Solutions
      • Analytics Regulatory Reporting Solutions
      • 定制化服务
    • Climate Solutions
      • main-menu-texts.back-to-parent-menu Our Solutions
      • Climate Solutions
      • Climate Solutions main-menu-texts.public-site.submenu-parent-link-postfix
      • main-menu-texts.default-featured-content-label

        Implied Temperature Rise
      • main-menu-texts.default-featured-content-label

        Trends 2025
      • Nature and Biodiversity: Identify and measure portfolio impacts and risks
      • MSCI Carbon Markets
      • MSCI GeoSpatial Asset Intelligence
      • Portfolio Sustainability Insights
      • Real Estate Climate Solutions
    • Sustainable Investing
      • main-menu-texts.back-to-parent-menu Our Solutions
      • Sustainable Investing
      • Sustainable Investing main-menu-texts.public-site.submenu-parent-link-postfix
      • main-menu-texts.default-featured-content-label

        Trends 2025
      • ESG Fund Ratings and Climate Search Tool
        • main-menu-texts.default-featured-content-label

          ESG and Climate Funds in Focus
      • ESG Ratings
        • main-menu-texts.default-featured-content-label

          What is ESG
      • Impact Solutions
        • main-menu-texts.default-featured-content-label

          Role of Capital in the Net-Zero Revolution
      • Sustainability Reporting Services
      • Sustainability and Climate Regulatory Toolkit
        • main-menu-texts.default-featured-content-label

          Role of Capital in the Net-Zero Revolution
    • Factor Investing
      • main-menu-texts.back-to-parent-menu Our Solutions
      • Factor Investing
      • Factor Investing main-menu-texts.public-site.submenu-parent-link-postfix
      • main-menu-texts.default-featured-content-label

        MSCI Japan Equity Factor Model
      • Equity Factor Models
      • MSCI FactorLab
      • MSCI FaCS
      • Factor Indexes
    • Fixed Income Solutions
      • main-menu-texts.back-to-parent-menu Our Solutions
      • Fixed Income Solutions
      • Fixed Income Solutions main-menu-texts.public-site.submenu-parent-link-postfix
      • Fixed income analytics
      • Index profiles: Fixed Income Indexes
    • Private Capital
      • main-menu-texts.back-to-parent-menu Our Solutions
      • Private Capital
      • Private Capital main-menu-texts.public-site.submenu-parent-link-postfix
      • main-menu-texts.default-featured-content-label

        Private Capital Benchmarks
      • Private i Platform
      • Total Plan Manager (formerly Caissa)
      • Emissions Footprinting for Private Equity and Debt
      • Private Capital Indexes
      • Private Company Data Connect
    • Real Estate Investing
      • main-menu-texts.back-to-parent-menu Our Solutions
      • Real Estate Investing
      • Real Estate Investing main-menu-texts.public-site.submenu-parent-link-postfix
      • main-menu-texts.default-featured-content-label

        Real Estate Market Size
      • Income Analytics
      • MSCI Real Estate Global Intel
      • Real Estate: Portfolio Services
      • Property Intel
      • 房地产 资料单张 搜索
      • Real Capital Analytics
    • Wealth Management
  • Indexes
    • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
    • Indexes
    • main-menu-texts.default-featured-content-label

      Index Education
    • main-menu-texts.default-featured-content-label

      Underlying Exchange Traded Products
    • Indexes Overview
    • By Category
      • main-menu-texts.back-to-parent-menu Indexes
      • By Category
      • By Category main-menu-texts.public-site.submenu-parent-link-postfix
      • Climate Indexes
      • Market Cap Indexes
      • Index profiles: Fixed Income Indexes
      • Client-Designed Indexes
      • Sustainability Indexes
      • Factor Indexes
      • Thematic Investing
        • main-menu-texts.default-featured-content-label

          Thematic Exposure Standard
      • Performance Indexes
      • Private Capital Indexes
    • Index Tools
      • main-menu-texts.back-to-parent-menu Indexes
      • Index Tools
      • Index Tools main-menu-texts.public-site.submenu-parent-link-postfix
      • Index Tools: Index Monitor
      • MSCI Index API
      • IndexMetrics
      • Index Data Modules
      • Equity Index Constituents
      • Fixed Income Index Constituents
      • Index Profile Tool
      • Direct Indexing
    • Index Resources
      • main-menu-texts.back-to-parent-menu Indexes
      • Index Resources
      • Index Resources main-menu-texts.public-site.submenu-parent-link-postfix
      • Index Communications
      • Index Education
      • 股票资料单张 搜索
      • Derivatives
      • Index methodology
      • Index Performance
      • Index Regulation
  • Research & Insights
    • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
    • Research & Insights
    • main-menu-texts.default-featured-content-label

      Navigating Uncertainty: Tariff Implications
    • main-menu-texts.default-featured-content-label

      In Focus
    • Research and Insights
      • main-menu-texts.back-to-parent-menu Research & Insights
      • Research and Insights
      • Research and Insights main-menu-texts.public-site.submenu-parent-link-postfix
      • Carbon Markets
      • Climate
      • Equities
      • Factor Investing
      • Fixed Income
      • Multi-Asset Class
      • Private Capital
      • Real Estate
      • Sustainability
    • Events
      • main-menu-texts.back-to-parent-menu Research & Insights
      • Events
      • Events main-menu-texts.public-site.submenu-parent-link-postfix
      • main-menu-texts.default-featured-content-label

        Upcoming climate events
      • On Demand
  • Discover MSCI
    • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
    • Discover MSCI
    • About Us
      • main-menu-texts.default-featured-content-label

        2022 Annual Report
    • Technology
      • main-menu-texts.back-to-parent-menu Discover MSCI
      • Technology
      • Technology main-menu-texts.public-site.submenu-parent-link-postfix
      • Data Explorer
      • Developer Community
      • Powering Better Portfolios through Technology and Data
    • Corporate Responsibility
      • main-menu-texts.back-to-parent-menu Discover MSCI
      • Corporate Responsibility
      • Corporate Responsibility main-menu-texts.public-site.submenu-parent-link-postfix
      • Enabling Sustainable Investing
      • Environmental Sustainability
      • Governance Practices
      • Social Practices
      • Sustainability Reports and Policies
    • Inclusion & Belonging
    • 公司公告
    • Our Leadership
      • main-menu-texts.default-featured-content-label

        Henry A. Fernandez
    • Recognition
  • Client Log In
  • Investor relations
  • Sustainability Institute
  • Subscribe
  • Contact us
  • Careers
  • Region
  • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
  • Client Log In
  • MSCI ONE
  • MSCI Client Support Site
  • Barra PortfolioManager
  • BarraOne
  • MSCI ESG Manager
  • MSCI ESG Direct
  • Global Index Lens
  • MSCI Real Assets Analytics Portal
  • RiskManager 3
  • CreditManager
  • RiskManager 4
  • Index Monitor
  • MSCI Datscha
  • MSCI Real Capital Analytics
  • Private i
  • Total Plan/Caissa
  • MSCI Wealth Manager (Fabric)
  • MSCI Carbon Markets
  • main-menu-texts.back-to-parent-menu main-menu-texts.main-menu
  • Region
  • China
  • India
  • Japan

Main Search

Popular searches:
ACWI Research ESG Factor Investment Insights Gallery Asset Owners
Might interest you:
Micro-Cap Crowding and Liquidity Crunch in China Quant Funds

Extended Viewer

 

Micro-Cap Crowding and Liquidity Crunch in China Quant Funds

 

Cheng Lyu and Zhen Wei
三月 06, 2024

From January to mid-February, some quantitative mutual funds (MF) and hedge funds (HF) in the China-mainland market suffered drastic declines in net asset value (NAV). Meanwhile, the MSCI China A Index recorded a 1.2% YTD gross return in CNY, as of Feb. 23.

A mixture of forces — leverage, crowded long positions in small- and micro-cap stocks and an investor rush into large-cap stocks when the segment demonstrated signs of resilience — appears to have caused this mini liquidity crisis among some quant funds.

Measuring and monitoring crowding risk in China A shares

Comprehensive management of factor risk could help investors mitigate risks from market pressure. For example, using the MSCI Barra China A Total Market Equity Model for Long-Term Investors (CNLTL), we can see that, based on the latest complete holding disclosure as of June 30, 2023,1 that the worst-performing quant MFs’ most significant active factor exposure was in small caps relative to the MSCI China A Index. Based on the MSCI Multi-Asset Class Factor Model (MAC.L), small-cap exposure alone explained about 30% of the YTD NAV decline of the top quant-MF laggards.

The MSCI Security Crowding Model monitors the crowding profile of stocks globally and can help alert investors to potential crowding risks. The integrated crowding scores — a combination of time-series and cross-sectional crowding metrics — of China stocks showed divergent crowding trends for size segments over the last five years.

Small- and micro-cap stocks have become more crowded over the past two years, while the large-cap space became less crowded. The smallest-stock group outperformed the largest-stock group by 2.6% in 2023. The integrated crowding score of the smallest stocks reached a five-year peak close to the end of 2023, illustrating the current looming crowding risk.

Average performance of top 50 laggards in quantitative funds

The top 50 laggards were selected based on their adjusted NAV-per-share percentage declines for 2024 YTD. For HFs, average NAV performance is as of Feb. 16; for MFs, as of Feb. 23, 2024. Source: Wind, MSCI

Integrated crowding score for MSCI China A International IMI stocks by size

Data are for the period Jan. 31, 2019, to Jan. 31, 2024. The average score of each size group is weighted by the index weight of stocks within that group. The index is the MSCI China A International Investable Market Index (IMI).


1 Mutual funds in the China-mainland market typically release their annual year-end reports, which include the complete holdings list, in March.


msci logo
  • Terms of Use
  • Legal
  • Modern Slavery Statement
  • Privacy notice
  • Index regulation
  • Locations
  • Cookies
  • Use of ISO standards
  • Site map
Subscribe Contact us
© 2026 MSCI Inc. All rights reserved

UtmAnalytics