Credit risk evaluation on technological SMEs in China

被引:1
|
作者
Chang, Victor [1 ]
机构
[1] Aston Univ, Aston Business Sch, Dept Operat & Informat Management, Aston Ave, Birmingham B4 7ET, England
关键词
Technological SMEs in China; KMV model; risk management; credit system; risk analysis and SMEs; KMV strategy; FINANCIAL DISTRESS; PREDICTION; RATIOS; LINES; DEBT;
D O I
10.1080/17517575.2024.2374741
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
China's reform and opening-up policies have prioritized technological advancement, with technological SMEs driving employment and economic growth. Despite their significance, these SMEs face substantial financing and operational risks due to inadequate credit measurement tools. This study reviews the historical financing challenges of technological SMEs since the 1980s, summarizes their current credit risk status, and compares four modern credit risk models: Credit Metrics, Credit Risk+, Credit Portfolio View, and KMV. We propose a pioneering KMV Strategy for real-time risk analysis, contributing to accurate credit metrics for these SMEs. Finally, we suggest policies for managing their credit risks through prevention, control, and governance.
引用
收藏
页数:38
相关论文
共 50 条
  • [1] Credit Risk Evaluation of SMEs in the Background of Supply Chain
    Qian, Qian
    Zhou, Zongfang
    INFORMATION TECHNOLOGY FOR RISK ANALYSIS AND CRISIS RESPONSE, 2014, 102 : 339 - 343
  • [2] Credit risk measurement and early warning of SMEs: An empirical study of listed SMEs in China
    Chen, Xiaohong
    Wang, Xiaoding
    Wu, Desheng Dash
    DECISION SUPPORT SYSTEMS, 2010, 49 (03) : 301 - 310
  • [3] The value of official website information in the credit risk evaluation of SMEs
    Jiang, Cuiqing
    Yin, Chang
    Tang, Qian
    Wang, Zhao
    JOURNAL OF BUSINESS RESEARCH, 2023, 169
  • [4] A Study of Growth Evaluation System for SMEs Considering Credit Risk
    Yuan Hua
    Chen Xiaohong
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 4585 - +
  • [5] Interest Rate Credit Rationing of Technological SMEs under Loan Risk Compensation Mechanism
    Yang, Changbing
    Zhang, Mu
    2017 3RD ICCE INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE (ICCE-ICSS 2017), 2017, 12 : 174 - 182
  • [6] Clues from networks: quantifying relational risk for credit risk evaluation of SMEs
    Jingjing Long
    Cuiqing Jiang
    Stanko Dimitrov
    Zhao Wang
    Financial Innovation, 8
  • [7] Clues from networks: quantifying relational risk for credit risk evaluation of SMEs
    Long, Jingjing
    Jiang, Cuiqing
    Dimitrov, Stanko
    Wang, Zhao
    FINANCIAL INNOVATION, 2022, 8 (01)
  • [8] Stronger relationships higher risk? Credit risk evaluation based on SMEs network microstructure
    Wei, Lijian
    Lin, Junqin
    Cen, Wanjun
    EMERGING MARKETS REVIEW, 2024, 62
  • [9] Strengthen Credit Risk Management of SMEs
    Bin Qiang Vice President of Reliance
    China'sForeignTrade, 2009, (03) : 58 - 60
  • [10] BigTech credit risk assessment for SMEs
    Huang, Yiping
    Li, Zhenhua
    Qiu, Han
    Tao, Sun
    Wang, Xue
    Zhang, Longmei
    CHINA ECONOMIC REVIEW, 2023, 81