IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i23p6573-d289405.html
   My bibliography  Save this article

Measuring Risks of Confirming Warehouse Financing from the Third Party Logistics Perspective

Author

Listed:
  • Zhixin Wang

    (School of Business, University of Jinan, Jinan 250002, China)

  • Yue Wang

    (School of Business, University of Jinan, Jinan 250002, China)

Abstract

Confirmation warehouse financing is an important model in supply chain finance. This type of financing has special characteristics due to the existence of the reverse repurchase link, and it increases the risk commitment of the core enterprise at a certain level. Previous research on supply chain financial risk mostly settled in ‘all-industry, multi-model’, ignoring the special risks of single mode. To supplement the vacancies in the current research, the special risks of supply chain finance should be identified under a single model. On this basis, a measurement index system for confirmation warehouse financing risk is created. The article uses a Back Propagation (BP) neural network to build a Third Party Logistics (3PL) perspective of the risk measurement model for confirmation warehouse financing. The said network is combined with the 24 sets of actual cases from ZY Logistics. MATLAB is used to train the sample data. Results show that the absolute errors—0.042998, −0.011102, 0.020514 and 0.039448—between the training value and the predicted value are smaller than the preset error value. Among the 24 cases, high-risk businesses reached 41.7%, whereas low-risk businesses only accounted for 29.2%. The ZY enterprise confirms that warehouse financial business risk is high, and this situation should be revised. Research shows that the risk measurement indicator system has good risk prediction ability. This study establishes and verifies the rationality of the risk measurement index system and provides a reliable reference for 3PL risk aversion in supply chain finance.

Suggested Citation

  • Zhixin Wang & Yue Wang, 2019. "Measuring Risks of Confirming Warehouse Financing from the Third Party Logistics Perspective," Sustainability, MDPI, vol. 11(23), pages 1-24, November.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:23:p:6573-:d:289405
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/23/6573/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/11/23/6573/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Coulter, J. & Onumah, G., 2002. "The role of warehouse receipt systems in enhanced commodity marketing and rural livelihoods in Africa," Food Policy, Elsevier, vol. 27(4), pages 319-337, August.
    2. Giorgio Gobbi & Enrico Sette, 2014. "Do Firms Benefit from Concentrating their Borrowing? Evidence from the Great Recession," Review of Finance, European Finance Association, vol. 18(2), pages 527-560.
    3. Eduardo Schwartz & James E. Smith, 2000. "Short-Term Variations and Long-Term Dynamics in Commodity Prices," Management Science, INFORMS, vol. 46(7), pages 893-911, July.
    4. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    5. Klapper, Leora, 2006. "The role of factoring for financing small and medium enterprises," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3111-3130, November.
    6. Hu, Yu-Chiang & Ansell, Jake, 2007. "Measuring retail company performance using credit scoring techniques," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1595-1606, December.
    7. Scott Dellana & David West, 2016. "Survival analysis of supply chain financial risk," Journal of Risk Finance, Emerald Group Publishing, vol. 17(2), pages 130-151, March.
    8. Santomero, Anthony M. & Seater, John J., 2000. "Is there an optimal size for the financial sector?," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 945-965, June.
    9. Sang-Heui Lee & Jay Wyk, 2015. "National institutions and logistic performance: a path analysis," Service Business, Springer;Pan-Pacific Business Association, vol. 9(4), pages 733-747, December.
    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. Ratri Parida & Manoj Kumar Dash & Anil Kumar & Edmundas Kazimieras Zavadskas & Sunil Luthra & Eyob Mulat‐weldemeskel, 2022. "Evolution of supply chain finance: A comprehensive review and proposed research directions with network clustering analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1343-1369, October.

    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. Lu, Yao & Zhan, Shuwei & Zhan, Minghua, 2024. "Has FinTech changed the sensitivity of corporate investment to interest rates?—Evidence from China," Research in International Business and Finance, Elsevier, vol. 68(C).
    2. Mou, W.M. & Wong, W.-K. & McAleer, M.J., 2018. "Financial Credit Risk and Core Enterprise Supply Chains," Econometric Institute Research Papers EI2018-27, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    3. Udell, Gregory F., 2008. "What's in a relationship The case of commercial lending," Business Horizons, Elsevier, vol. 51(2), pages 93-103.
    4. Reto Wernli & Andreas Dietrich, 2022. "Only the brave: improving self-rationing efficiency among discouraged Swiss SMEs," Small Business Economics, Springer, vol. 59(3), pages 977-1003, October.
    5. World Bank, 2010. "Scaling-Up SME Access to Financial Services," World Bank Publications - Reports 12515, The World Bank Group.
    6. Stefano Filomeni & Michele Modina & Elena Tabacco, 2023. "Trade credit and firm investments: empirical evidence from Italian cooperative banks," Review of Quantitative Finance and Accounting, Springer, vol. 60(3), pages 1099-1141, April.
    7. Angori, Gabriele & Aristei, David & Gallo, Manuela, 2020. "Banking relationships, firm-size heterogeneity and access to credit: Evidence from European firms," Finance Research Letters, Elsevier, vol. 33(C).
    8. Ferri, Giovanni & Murro, Pierluigi, 2015. "Do firm–bank ‘odd couples’ exacerbate credit rationing?," Journal of Financial Intermediation, Elsevier, vol. 24(2), pages 231-251.
    9. Daisuke Tsuruta, 2015. "Leverage and firm performance of small businesses: evidence from Japan," Small Business Economics, Springer, vol. 44(2), pages 385-410, February.
    10. Navas-Alemán, Lizbeth & Pietrobelli, Carlo & Kamiya, Marco, 2012. "Inter-Firm Linkages and Finance in Value Chains," IDB Publications (Working Papers) 4067, Inter-American Development Bank.
    11. Ginés Hernández-Cánovas & Ana Mol-Gómez-Váquez & Johanna Koëter-Kant, 2014. "Legal and institutional determinants of factoring in SMEs: Empirical analysis across 25 European countries," Proceedings of Economics and Finance Conferences 0401481, International Institute of Social and Economic Sciences.
    12. Zhang, Tiantian & Zhang, Cherry Yi & Pei, Qifan, 2019. "Misconception of providing supply chain finance: Its stabilising role," International Journal of Production Economics, Elsevier, vol. 213(C), pages 175-184.
    13. WeiMing Mou & Wing-Keung Wong & Michael McAleer, 2018. "Financial Credit Risk Evaluation Based on Core Enterprise Supply Chains," Sustainability, MDPI, vol. 10(10), pages 1-17, October.
    14. Refait-Alexandre, Catherine & Serve, Stéphanie, 2020. "Multiple banking relationships: Do SMEs mistrust their banks?," Research in International Business and Finance, Elsevier, vol. 51(C).
    15. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    16. Esho, Ebes & Verhoef, Grietjie, 2018. "The Funding Gap and the Financing of Small and Medium Businesses: An Integrated Literature Review and an Agenda," MPRA Paper 90153, University Library of Munich, Germany, revised 21 Nov 2018.
    17. Dong Xiang & Andrew C. Worthington & Helen Higgs, 2011. "Firm-level determinants and impacts of finance-seeking behaviour and outcomes for small and medium-sized enterprises (SMEs) in Australia," Discussion Papers in Finance finance:201115, Griffith University, Department of Accounting, Finance and Economics.
    18. Wang, Zhiqiang & Wang, Qiang & Lai, Yin & Liang, Chaojie, 2020. "Drivers and outcomes of supply chain finance adoption: An empirical investigation in China," International Journal of Production Economics, Elsevier, vol. 220(C).
    19. Jorge Fernández & Francisco Vásquez, 2022. "Caracterización del Factoring Bancario en Chile: 2009-2020," Economic Statistics Series 137, Central Bank of Chile.
    20. Bertrand, Jérémie & Klein, Paul-Olivier, 2021. "Creditor information registries and relationship lending," International Review of Law and Economics, Elsevier, vol. 65(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:11:y:2019:i:23:p:6573-:d:289405. 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.