IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i20p13518-d947238.html
   My bibliography  Save this article

A Credit Risk Contagion Intensity Model of Supply Chain Enterprises under Different Credit Modes

Author

Listed:
  • Yuhao Wang

    (School of Economics and Management, Nanjing Tech University, Nanjing 211816, China)

  • Jiaxian Shen

    (School of Economics and Management, Nanjing Tech University, Nanjing 211816, China)

  • Jinnan Pan

    (School of Economics and Management, Nanjing Tech University, Nanjing 211816, China)

  • Tingqiang Chen

    (School of Economics and Management, Nanjing Tech University, Nanjing 211816, China
    Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China)

Abstract

The rapid development of theoretical and practical innovations in corporate finance driven by supply chain finance has exacerbated the complexity of credit default risk contagion among supply chain enterprises. Financial risks in the supply chain greatly hinder its sustainable development; thus, strengthening financial risk management is necessary to ensure the sustainability of the supply chain. Based on the single-channel and dual-channel credit financing models of retailers in the supply chain, the purpose of this paper was to construct a model of the intensity of credit default risk contagion among supply chain enterprises under different credit financing models, and investigate the influencing factors of credit risk contagion among supply chain enterprises and its mechanism of action through a computational simulation system. The results were as follows: (1) there was a positive relationship between the production cost of suppliers and the contagion intensity of the supply chain credit default risk, and the contagion effect of the supply chain credit default risk increased significantly when both retailers defaulted on trade credit to suppliers; (2) the market retail price of the product was negatively related to the contagion intensity of the supply chain credit default risk, and the contagion intensity of the supply chain credit default risk increased significantly when both retailers defaulted on trade credit to the supplier; (3) the intensity of credit default risk contagion in the supply chain was positively correlated with both the commercial bank risk-free rate and the trade credit rate, and retailers’ repayment priority on trade credit debt was negatively correlated with suppliers’ wholesale prices and positively correlated with retailers’ order volumes, with retailers’ repayment priority positively affecting retailers’ bank credit rates and negatively affecting suppliers’ bank credit rates; and (4) retailers’ repayment priority on trade credit debt was negatively correlated with the intensity of supply chain credit default risk contagion, and the lower the retailer’s bank credit limit, the higher the trade credit limit, and the stronger the credit default contagion effect in the supply chain.

Suggested Citation

  • Yuhao Wang & Jiaxian Shen & Jinnan Pan & Tingqiang Chen, 2022. "A Credit Risk Contagion Intensity Model of Supply Chain Enterprises under Different Credit Modes," Sustainability, MDPI, vol. 14(20), pages 1-26, October.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:20:p:13518-:d:947238
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/20/13518/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/20/13518/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yongjian Li & Xueping Zhen & Xiaoqiang Cai, 2016. "Trade credit insurance, capital constraint, and the behavior of manufacturers and banks," Annals of Operations Research, Springer, vol. 240(2), pages 395-414, May.
    2. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    3. Garvey, Myles D. & Carnovale, Steven & Yeniyurt, Sengun, 2015. "An analytical framework for supply network risk propagation: A Bayesian network approach," European Journal of Operational Research, Elsevier, vol. 243(2), pages 618-627.
    4. Chen, Pu & Wang, Chunyang & Liu, Yangyan, 2015. "Real estate prices and firm borrowings: Micro evidence from China," China Economic Review, Elsevier, vol. 36(C), pages 296-308.
    5. Jaggi, Chandra K. & Yadavalli, V.S.S. & Verma, Mona & Sharma, Anuj, 2015. "An EOQ model with allowable shortage under trade credit in different scenario," Applied Mathematics and Computation, Elsevier, vol. 252(C), pages 541-551.
    6. Lai, Guoming & Debo, Laurens G. & Sycara, Katia, 2009. "Sharing inventory risk in supply chain: The implication of financial constraint," Omega, Elsevier, vol. 37(4), pages 811-825, August.
    7. Xiao, Shuang & Sethi, Suresh P. & Liu, Mengqi & Ma, Shihua, 2017. "Coordinating contracts for a financially constrained supply chain," Omega, Elsevier, vol. 72(C), pages 71-86.
    8. Tang, Liang & Jing, Ke & He, Jie & Stanley, H. Eugene, 2016. "Complex interdependent supply chain networks: Cascading failure and robustness," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 443(C), pages 58-69.
    9. John A. Buzacott & Rachel Q. Zhang, 2004. "Inventory Management with Asset-Based Financing," Management Science, INFORMS, vol. 50(9), pages 1274-1292, September.
    10. Philippe Jorion & Gaiyan Zhang, 2009. "Credit Contagion from Counterparty Risk," Journal of Finance, American Finance Association, vol. 64(5), pages 2053-2087, October.
    11. Wang, Wan-Chih & Teng, Jinn-Tsair & Lou, Kuo-Ren, 2014. "Seller’s optimal credit period and cycle time in a supply chain for deteriorating items with maximum lifetime," European Journal of Operational Research, Elsevier, vol. 232(2), pages 315-321.
    12. Jin, Yannan & Wang, Sujuan & Hu, Qiying, 2015. "Contract type and decision right of sales promotion in supply chain management with a capital constrained retailer," European Journal of Operational Research, Elsevier, vol. 240(2), pages 415-424.
    13. S. Alex Yang & John R. Birge, 2018. "Trade Credit, Risk Sharing, and Inventory Financing Portfolios," Management Science, INFORMS, vol. 64(8), pages 3667-3689, August.
    14. Christopher S. Tang & S. Alex Yang & Jing Wu, 2018. "Sourcing from Suppliers with Financial Constraints and Performance Risk," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 70-84, February.
    15. Gao, Guang-Xin & Fan, Zhi-Ping & Fang, Xin & Lim, Yun Fong, 2018. "Optimal Stackelberg strategies for financing a supply chain through online peer-to-peer lending," European Journal of Operational Research, Elsevier, vol. 267(2), pages 585-597.
    16. Judith Martin, 2017. "Suppliers' participation in supply chain finance practices: predictors and outcomes," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 11(2/3), pages 193-216.
    17. Xiangfeng Chen & Anyu Wang, 2012. "Trade credit contract with limited liability in the supply chain with budget constraints," Annals of Operations Research, Springer, vol. 196(1), pages 153-165, July.
    18. Yan, Nina & Sun, Baowen & Zhang, Hui & Liu, Chongqing, 2016. "A partial credit guarantee contract in a capital-constrained supply chain: Financing equilibrium and coordinating strategy," International Journal of Production Economics, Elsevier, vol. 173(C), pages 122-133.
    19. Ge, Ying & Qiu, Jiaping, 2007. "Financial development, bank discrimination and trade credit," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 513-530, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jialu Ji & Hongxing Zheng & Jia Qi & Mingjun Ji & Lingrui Kong & Shengzhong Ji, 2023. "Financial and Logistical Service Strategy of Third-Party Logistics Enterprises in Cross-Border E-Commerce Environment," Sustainability, MDPI, vol. 15(8), pages 1-20, April.
    2. Meiyan Li & Yingjun Fu, 2022. "Prediction of Supply Chain Financial Credit Risk Based on PCA-GA-SVM Model," Sustainability, MDPI, vol. 14(24), pages 1-21, December.

    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. Deng, Sijing & Fu, Ke & Xu, Jiayan & Zhu, Kaijie, 2021. "The supply chain effects of trade credit under uncertain demands," Omega, Elsevier, vol. 98(C).
    2. Priya, Bhawna & Biswas, Indranil & Thürer, Matthias & Avittathur, Balram, 2023. "How to finance the supply chain when you are small? Clearance sale and loan payment timing in financially constrained supply chains," International Journal of Production Economics, Elsevier, vol. 263(C).
    3. Li, Yanhai & Ou, Jinwen & Gu, Chaocheng, 2023. "Buyer guarantee and bailout in supplier finance with bankruptcy cost," European Journal of Operational Research, Elsevier, vol. 305(1), pages 287-299.
    4. Shi, Jinzhao & Guo, Ju'e & Du, Qiang & Lin, Feng & Lai, Kin Keung & Cheng, T.C.E., 2020. "Optimal financing mode selection for a capital-constrained retailer under an implicit bankruptcy cost," International Journal of Production Economics, Elsevier, vol. 228(C).
    5. Chang, Shuhua & Li, Anqi & Wang, Xin & Wang, Xinyu, 2022. "Joint optimization of e-commerce supply chain financing strategy and channel contract," European Journal of Operational Research, Elsevier, vol. 303(2), pages 908-927.
    6. Zhu, Xiaoyan & Cao, Yunzhi & Wu, Jinwei & Liu, He & Bei, Xiaoqiang, 2022. "Optimum operational schedule and accounts receivable financing in a production supply chain considering hierarchical industrial status and uncertain yield," European Journal of Operational Research, Elsevier, vol. 302(3), pages 1142-1154.
    7. Jin, Wei & Zhang, Qinhong & Luo, Jianwen, 2019. "Non-collaborative and collaborative financing in a bilateral supply chain with capital constraints," Omega, Elsevier, vol. 88(C), pages 210-222.
    8. Huang, Jing & Yang, Wensheng & Tu, Yiliu, 2020. "Financing mode decision in a supply chain with financial constraint," International Journal of Production Economics, Elsevier, vol. 220(C).
    9. Zhu, Xiaoliang & Guo, Zixue & Yang, Guoqing, 2023. "Credit coguarantee loan buyback contracts: Equilibrium and coordination strategies," International Journal of Production Economics, Elsevier, vol. 262(C).
    10. Yang, Honglin & Zhuo, Wenyan & Shao, Lusheng & Talluri, Srinivas, 2021. "Mean-variance analysis of wholesale price contracts with a capital-constrained retailer: Trade credit financing vs. bank credit financing," European Journal of Operational Research, Elsevier, vol. 294(2), pages 525-542.
    11. Xie, Xiaofeng & Shi, Xinyu & Gu, Jing & Xu, Xun, 2023. "Examining the Contagion Effect of Credit Risk in a Supply Chain under Trade Credit and Bank Loan Offering," Omega, Elsevier, vol. 115(C).
    12. Faranak Emtehani & Nasim Nahavandi & Farimah Mokhatab Rafiei, 2021. "A joint inventory–finance model for coordinating a capital-constrained supply chain with financing limitations," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-39, December.
    13. Li, Yanhai & Gu, Chaocheng & Ou, Jinwen, 2020. "Supporting a financially constrained supplier under spectral risk measures: The efficiency of buyer lending," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    14. Xu, Song & Fang, Lei, 2020. "Partial credit guarantee and trade credit in an emission-dependent supply chain with capital constraint," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 135(C).
    15. Wang, Wei & Feng, Lipan & Li, Yongjian & Xu, Fangchao & Deng, Qianzhou, 2020. "Role of financial leasing in a capital-constrained service supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    16. Wu, Yang & Wang, Ziyang & Yao, Jianming & Guo, Haixiang, 2023. "Joint decision of order allocation and lending in the multi-supplier scenario purchase order financing," International Journal of Production Economics, Elsevier, vol. 255(C).
    17. Ma, Cheng & Dai, Yuankang & Li, Zhongfei, 2022. "Financing format selection for electronic business platforms with a capital-constrained e-tailer," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).
    18. Yuan, Xiaoyong & Bi, Gongbing & Fei, Yalei & Liu, Lindong, 2021. "Supply chain with random yield and financing," Omega, Elsevier, vol. 102(C).
    19. Wang, Chengfu & Chen, Xiangfeng & Jin, Wei & Fan, Xiaojun, 2022. "Credit guarantee types for financing retailers through online peer-to-peer lending: Equilibrium and coordinating strategy," European Journal of Operational Research, Elsevier, vol. 297(1), pages 380-392.
    20. Yan, Nina & Jin, Xuyu & Zhong, Hechen & Xu, Xun, 2020. "Loss-averse retailers’ financial offerings to capital-constrained suppliers: loan vs. investment," International Journal of Production Economics, Elsevier, vol. 227(C).

    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:gam:jsusta:v:14:y:2022:i:20:p:13518-:d:947238. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.