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Multi-period share pledging with sequential three-way proportion decision

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  • Wang, Mingwei
  • Zhang, Junping
  • Liang, Decui

Abstract

Considering the potential loss of decision-making power associated with share pledging, shareholders need to pledge appropriate share proportion based on their own shareholding situation. To assist shareholders in handling this decision-making challenge, we design a share pledging decision-making method with three-way decision, which fully considers the characteristics of share pledging. Firstly, we construct a novel calculation method of conditional probability based on left-tail systemic risk and share return data, which appropriately measures the probability of share price plummeting. Then, we propose a learning method of loss functions with shareholding proportion information, which considers pledged share proportions. To enhance the flexibility of the proposed method in handling practical share pledging issues, we discuss two scenarios including complete shareholding proportion information and limited shareholding proportion information. Furthermore, we design three-way proportion decision (TWPD) through introducing particle swarm optimization algorithm, which can determine the share proportion of pledge and redemption with minimizing the loss of decision-making power, and develop TWPD to sequential three-way proportion decision (STWPD) for solving multi-period share pledging problem. Finally, we apply the proposed method to deal with share pledging problem of a Chinese firm based on real data collected from China Stock Market & Accounting Research Database, and provide implications for shareholders and firms in risk management during share pledging based on the results of comparison experiments and sensitivity analysis.

Suggested Citation

  • Wang, Mingwei & Zhang, Junping & Liang, Decui, 2024. "Multi-period share pledging with sequential three-way proportion decision," Omega, Elsevier, vol. 127(C).
    • Handle: RePEc:eee:jomega:v:127:y:2024:i:c:s0305048324000689
    DOI: 10.1016/j.omega.2024.103102
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    as
    1. Xin Wang & Jiacai Xiong & Jitao Ou, 2022. "Does Share Pledging Affect Management Earnings Forecasts?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(2), pages 512-524, January.
    2. Ying Dou & Ronald W Masulis & Jason Zein, 2019. "Shareholder Wealth Consequences of Insider Pledging of Company Stock as Collateral for Personal Loans," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4810-4854.
    3. Zhou, Jing & Liu, Yu & Liang, Decui & Tang, Maochun, 2023. "A new risk analysis approach to seek best production action during new product introduction," International Journal of Production Economics, Elsevier, vol. 262(C).
    4. Jingjing Xu & Yan Zhang & Yizhe Xie, 2020. "Controlling Shareholder’s Share Pledging and Firm’s Auditor Choice," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(4), pages 750-770, March.
    5. Chou, Robin K. & Wang, Yu-Chun & Jimmy Yang, J., 2021. "Share pledging, payout policy, and the value of cash holdings," Journal of Empirical Finance, Elsevier, vol. 61(C), pages 18-33.
    6. Sandhya Bhatia & Sangita Choudhary & Amish Dugar & Smita Mazumdar, 2019. "Stock pledging and earnings management: an empirical analysis," Asian Review of Accounting, Emerald Group Publishing Limited, vol. 27(3), pages 350-372, October.
    7. Liu, Fan & Liao, Huchang & Al-Barakati, Abdullah, 2023. "Physician selection based on user-generated content considering interactive criteria and risk preferences of patients," Omega, Elsevier, vol. 115(C).
    8. Mingwei Wang & Decui Liang & Zeshui Xu & Dajun Ye, 2021. "The evaluation of mobile health apps: A psychological perception-based probabilistic linguistic belief thermodynamic multiple attribute decision making method," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 72(11), pages 2596-2610, November.
    9. Ronald Anderson & Michael Puleo, 2020. "Insider Share-Pledging and Equity Risk," Journal of Financial Services Research, Springer;Western Finance Association, vol. 58(1), pages 1-25, August.
    10. Zhou, Wei & Xu, Zeshui, 2016. "Generalized asymmetric linguistic term set and its application to qualitative decision making involving risk appetites," European Journal of Operational Research, Elsevier, vol. 254(2), pages 610-621.
    11. Chan, Konan & Chen, Hung-Kun & Hu, Shing-yang & Liu, Yu-Jane, 2018. "Share pledges and margin call pressure," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 96-117.
    12. Mi, Xiaomei & Tang, Ming & Liao, Huchang & Shen, Wenjing & Lev, Benjamin, 2019. "The state-of-the-art survey on integrations and applications of the best worst method in decision making: Why, what, what for and what's next?," Omega, Elsevier, vol. 87(C), pages 205-225.
    13. Azam, Nouman & Zhang, Yan & Yao, JingTao, 2017. "Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets," European Journal of Operational Research, Elsevier, vol. 261(2), pages 704-714.
    14. Hu, Jun & Long, Wenbin & Luo, Le & Peng, Yuanhuai, 2021. "Share pledging and optimism in analyst earnings forecasts: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 132(C).
    15. Zhiguo He & Bibo Liu & Feifei Zhu, 2022. "Share Pledging in China: Funding Listed Firms or Funding Entrepreneurship?," NBER Working Papers 29731, National Bureau of Economic Research, Inc.
    16. Frömmel, Michael & Han, Xing & Li, Youwei & Vigne, Samuel A., 2022. "Low liquidity beta anomaly in China," Emerging Markets Review, Elsevier, vol. 50(C).
    17. Pang, Caiji & Wang, Ying, 2020. "Stock pledge, risk of losing control and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 60(C).
    18. Lanfeng Kao & Jeng‐Ren Chiou & Anlin Chen, 2004. "The Agency Problems, Firm Performance and Monitoring Mechanisms: the evidence from collateralised shares in Taiwan," Corporate Governance: An International Review, Wiley Blackwell, vol. 12(3), pages 389-402, July.
    19. Wu, Xingli & Liao, Huchang, 2023. "A compensatory value function for modeling risk tolerance and criteria interactions in preference disaggregation," Omega, Elsevier, vol. 117(C).
    20. Yogesh Chauhan & Ajay Kumar Mishra & Ronald W. Spahr, 2021. "Stock pledging and firm risk: Evidence from India," Financial Management, Financial Management Association International, vol. 50(1), pages 261-280, March.
    21. Wang, Qiong & Qiu, Muqing & Tan, Wenhao, 2020. "Does insiders share pledging stifle innovation? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 72(C).
    22. Manner, H., 2007. "Estimation and model selection of copulas with an application to exchange rates," Research Memorandum 056, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    23. Li, Wanli & Zhou, Jingting & Yan, Ziqiao & Zhang, He, 2020. "Controlling shareholder share pledging and firm cash dividends," Emerging Markets Review, Elsevier, vol. 42(C).
    24. Zhang, Xinwei & Yan, Yong & Wang, Lilin & Wang, Yang, 2024. "A ranking approach for robust portfolio decision analysis based on multilinear portfolio utility functions and incomplete preference information," Omega, Elsevier, vol. 122(C).
    25. Zhu, Bing & Xia, Xiaoxue & Zheng, Xiaojia, 2021. "One way out of the share pledging quagmire: Evidence from mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 71(C).
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