IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v216y2019icp227-238.html
   My bibliography  Save this article

The effect of supply chain finance initiatives on the market value of service providers

Author

Listed:
  • Lam, Hugo K.S.
  • Zhan, Yuanzhu
  • Zhang, Minhao
  • Wang, Yichuan
  • Lyons, Andrew

Abstract

Supply chain finance (SCF) aims to optimally align financial resource flows with material and information flows within supply chains. Although an increasing number of studies have demonstrated the potential of SCF resulting in improving cash-flow management and obtaining loan opportunities for suppliers and buyers, little is known about whether SCF initiatives can result in positive market value for service providers. Accordingly, the purpose of this study is to examine the effect of SCF initiatives with the distinctive characteristics (that is, firm characteristic, collaborative mechanism, and service type) on service providers’ market value. We adopted the event study methodology to analyse 177 SCF initiatives announced between 2008 and 2018 (Quarter 1) in the Chinese market. The event study results showed that the average abnormal returns over a three-day event window around the SCF announcements are 0.793%, representing an average increase of CNY 1.66 billion in market value for the service providers. Moreover, we found that such increase in market value is significantly higher when the SCF initiatives are announced by non-bank investors (e.g., fintechs), when the service providers collaborate to provide SCF services, and when the service providers upgrade existing SCF services rather than introduce new SCF services. As the market value of an SCF announcement is evaluated with several essential characteristics examined to understand which types of service providers and initiatives are considered to be the most valuable service offerings, this study offers important insights to SCF practitioners and supply chain stakeholders.

Suggested Citation

  • Lam, Hugo K.S. & Zhan, Yuanzhu & Zhang, Minhao & Wang, Yichuan & Lyons, Andrew, 2019. "The effect of supply chain finance initiatives on the market value of service providers," International Journal of Production Economics, Elsevier, vol. 216(C), pages 227-238.
    • Handle: RePEc:eee:proeco:v:216:y:2019:i:c:p:227-238
    DOI: 10.1016/j.ijpe.2019.04.031
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527319301604
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2019.04.031?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. ManMohan S. Sodhi & Christopher S. Tang, 2012. "Supply Chain Risk Management," International Series in Operations Research & Management Science, in: Managing Supply Chain Risk, edition 127, chapter 0, pages 3-11, Springer.
    2. Kiesel, F. & Ries, J. M. & Tielmann, A., 2017. "The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 89225, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Haan, Marco & Kooreman, Peter, 2002. "Free riding and the provision of candy bars," Journal of Public Economics, Elsevier, vol. 83(2), pages 277-291, February.
    4. Shi, Yangyan & Zhang, Abraham & Arthanari, Tiru & Liu, Yanping & Cheng, T.C.E., 2016. "Third-party purchase: An empirical study of third-party logistics providers in China," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 189-200.
    5. Stephen W. Pruitt & David R. Peterson, 1986. "Security Price Reactions Around Product Recall Announcements," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 9(2), pages 113-122, June.
    6. James W. Kolari & Seppo Pynnönen, 2010. "Event Study Testing with Cross-sectional Correlation of Abnormal Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 3996-4025, November.
    7. Kevin B. Hendricks & Vinod R. Singhal, 2014. "The Effect of Demand–Supply Mismatches on Firm Risk," Production and Operations Management, Production and Operations Management Society, vol. 23(12), pages 2137-2151, December.
    8. Judith Martin & Erik Hofmann, 2017. "Involving financial service providers in supply chain finance practices," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 18(1), pages 42-62, February.
    9. Zhao, Xiande & Li, Yina & Flynn, Barbara B., 2013. "The financial impact of product recall announcements in China," International Journal of Production Economics, Elsevier, vol. 142(1), pages 115-123.
    10. Hoegl, Martin & Proserpio, Luigi, 2004. "Team member proximity and teamwork in innovative projects," Research Policy, Elsevier, vol. 33(8), pages 1153-1165, October.
    11. Chris K. Y. Lo & Christopher S. Tang & Yi Zhou & Andy C. L. Yeung & Di Fan, 2018. "Environmental Incidents and the Market Value of Firms: An Empirical Investigation in the Chinese Context," Manufacturing & Service Operations Management, INFORMS, vol. 20(3), pages 422-439, July.
    12. Leora Klapper & Luc Laeven & Raghuram Rajan, 2012. "Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 838-867.
    13. Lam, Hugo K.S. & Yeung, Andy C.L. & Cheng, T.C.E. & Humphreys, Paul K., 2016. "Corporate environmental initiatives in the Chinese context: Performance implications and contextual factors," International Journal of Production Economics, Elsevier, vol. 180(C), pages 48-56.
    14. Boehmer, Ekkehart & Masumeci, Jim & Poulsen, Annette B., 1991. "Event-study methodology under conditions of event-induced variance," Journal of Financial Economics, Elsevier, vol. 30(2), pages 253-272, December.
    15. Ni, John Z. & Flynn, Barbara B. & Jacobs, F. Robert, 2014. "Impact of product recall announcements on retailers׳ financial value," International Journal of Production Economics, Elsevier, vol. 153(C), pages 309-322.
    16. Wuttke, David A. & Blome, Constantin & Sebastian Heese, H. & Protopappa-Sieke, Margarita, 2016. "Supply chain finance: Optimal introduction and adoption decisions," International Journal of Production Economics, Elsevier, vol. 178(C), pages 72-81.
    17. Ravi Kumar, P. & Ravi, V., 2007. "Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review," European Journal of Operational Research, Elsevier, vol. 180(1), pages 1-28, July.
    18. Erik Hofmann & Oliver Belin, 2011. "Supply Chain Finance Solutions," SpringerBriefs in Business, Springer, number 978-3-642-17566-4, October.
    19. Yang, Jun & Lu, Wei & Zhou, Chunhui, 2014. "The immediate impact of purchasing/sales contract announcements on the market value of firms: An empirical study in China," International Journal of Production Economics, Elsevier, vol. 156(C), pages 169-179.
    20. X. Xu & S. Zeng & C. Tam, 2012. "Stock Market’s Reaction to Disclosure of Environmental Violations: Evidence from China," Journal of Business Ethics, Springer, vol. 107(2), pages 227-237, May.
    21. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    22. Wuttke, David A. & Blome, Constantin & Henke, Michael, 2013. "Focusing the financial flow of supply chains: An empirical investigation of financial supply chain management," International Journal of Production Economics, Elsevier, vol. 145(2), pages 773-789.
    23. Motohashi, Kazuyuki, 2005. "University-industry collaborations in Japan: The role of new technology-based firms in transforming the National Innovation System," Research Policy, Elsevier, vol. 34(5), pages 583-594, June.
    24. Richard B. Carter & Frederick H. Dark & Ajai K. Singh, 1998. "Underwriter Reputation, Initial Returns, and the Long-Run Performance of IPO Stocks," Journal of Finance, American Finance Association, vol. 53(1), pages 285-311, February.
    25. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry," International Journal of Production Economics, Elsevier, vol. 193(C), pages 781-797.
    26. Brown, Lawrence D. & Hagerman, Robert L. & Griffin, Paul A. & Zmijewski, Mark E., 1987. "An evaluation of alternative proxies for the market's assessment of unexpected earnings," Journal of Accounting and Economics, Elsevier, vol. 9(2), pages 159-193, July.
    27. WUTTKE, David A & BLOME, Constantin & HENKE, Michael, 2013. "Focusing the financial flow of supply chains: an empirical investigation of financial supply chain management," LIDAM Reprints CORE 2601, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    28. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "Reprint of “The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 261-277.
    29. Wood, Lincoln C. & Wang, Jason X. & Olesen, Karin & Reiners, Torsten, 2017. "The effect of slack, diversification, and time to recall on stock market reaction to toy recalls," International Journal of Production Economics, Elsevier, vol. 193(C), pages 244-258.
    30. Han, Seungjin & Qiu, Jiaping, 2007. "Corporate precautionary cash holdings," Journal of Corporate Finance, Elsevier, vol. 13(1), pages 43-57, March.
    31. Kannan, Vijay R. & Tan, Keah Choon, 2005. "Just in time, total quality management, and supply chain management: understanding their linkages and impact on business performance," Omega, Elsevier, vol. 33(2), pages 153-162, April.
    32. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    33. Jennifer Abel-Koch, 2013. "Who Uses Intermediaries in International Trade? Evidence from Firm-level Survey Data," The World Economy, Wiley Blackwell, vol. 36(8), pages 1041-1064, August.
    34. Petroni, K & Beasley, M, 1996. "Errors in accounting estimates and their relation to audit firm type," Journal of Accounting Research, Wiley Blackwell, vol. 34(1), pages 151-171.
    35. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    36. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    37. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    38. Shanling Li & Jennifer Shang & Sandra A. Slaughter, 2010. "Why Do Software Firms Fail? Capabilities, Competitive Actions, and Firm Survival in the Software Industry from 1995 to 2007," Information Systems Research, INFORMS, vol. 21(3), pages 631-654, September.
    39. Ding, Li & Lam, Hugo K.S. & Cheng, T.C.E. & Zhou, Honggeng, 2018. "A review of short-term event studies in operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 200(C), pages 329-342.
    40. Björn Ambos & Bodo B. Schlegelmilch, 2007. "Innovation and control in the multinational firm: A comparison of political and contingency approaches," Strategic Management Journal, Wiley Blackwell, vol. 28(5), pages 473-486, May.
    41. Xueping Wu & Zheng Wang & Jun Yao, 2005. "Understanding the Positive Announcement Effects of Private Equity Placements: New Insights from Hong Kong Data," Review of Finance, Springer, vol. 9(3), pages 385-414, September.
    42. Manthou, Vicky & Vlachopoulou, Maro & Folinas, Dimitris, 2004. "Virtual e-Chain (VeC) model for supply chain collaboration," International Journal of Production Economics, Elsevier, vol. 87(3), pages 241-250, 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. Soni, Gunjan & Kumar, Satish & Mahto, Raj V. & Mangla, Sachin K. & Mittal, M.L. & Lim, Weng Marc, 2022. "A decision-making framework for Industry 4.0 technology implementation: The case of FinTech and sustainable supply chain finance for SMEs," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    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.
    3. Woldt, Jason & Godfrey, Michael, 2022. "Is there a home field advantage? The impact of shareholder wealth from U.S. manufacturing location decisions: A comparative analysis," International Journal of Production Economics, Elsevier, vol. 248(C).
    4. Patel, Pankaj C. & Ojha, Divesh & Naskar, Shankar, 2022. "The effect of firm efficiency on firm performance: Evidence from the Domestic Production Activities Deduction Act," International Journal of Production Economics, Elsevier, vol. 253(C).
    5. Yuehua Xia & Honggen Long & Zhi Li & Jiasen Wang, 2022. "Farmers’ Credit Risk Assessment Based on Sustainable Supply Chain Finance for Green Agriculture," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
    6. Wetzel, Philipp & Hofmann, Erik, 2019. "Supply chain finance, financial constraints and corporate performance: An explorative network analysis and future research agenda," International Journal of Production Economics, Elsevier, vol. 216(C), pages 364-383.
    7. Hussain, Matloub & Papastathopoulos, Avraam, 2022. "Organizational readiness for digital financial innovation and financial resilience," International Journal of Production Economics, Elsevier, vol. 243(C).
    8. 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).
    9. Yu Gong & Yun Zhang & Mohammed Alharithi, 2022. "Supply Chain Finance and Blockchain in Operations Management: A Literature Review," Sustainability, MDPI, vol. 14(20), pages 1-21, October.
    10. Gu, Haoran & Yang, Shenggang & Xu, Zhaoyi & Cheng, Cheng, 2023. "Supply chain finance, green innovation, and productivity: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    11. Jiajia Meng & Xuedong Wang & Jialu Yang, 2023. "Supply Chain Finance and Industrial Efficiency: Evidence From ICT Industry," SAGE Open, , vol. 13(4), pages 21582440231, December.
    12. Huang, Qiuping & Zhao, Xiande & Yeung, KwanHo & Ma, Lijun & Yeung, Jeff Hoi-yan, 2021. "Effects of information-processing mechanisms on Internet-based purchase order financing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    13. Ariel K. H. Lui & Maggie C. M. Lee & Eric W. T. Ngai, 2022. "Impact of artificial intelligence investment on firm value," Annals of Operations Research, Springer, vol. 308(1), pages 373-388, January.
    14. Chen, Sihua & Du, Jiangze & He, Wei & Siponen, Mikko, 2022. "Supply chain finance platform evaluation based on acceptability analysis," International Journal of Production Economics, Elsevier, vol. 243(C).

    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. Ding, Li & Lam, Hugo K.S. & Cheng, T.C.E. & Zhou, Honggeng, 2018. "A review of short-term event studies in operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 200(C), pages 329-342.
    2. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "Reprint of “The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 261-277.
    3. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry," International Journal of Production Economics, Elsevier, vol. 193(C), pages 781-797.
    4. Fan, Di & Liang, Tianheng & Yeung, Andy C.L. & Zhang, Haomin, 2020. "The impact of capacity-reduction initiatives on the stock market value of Chinese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 223(C).
    5. Ding, Li & Lam, Hugo K.S. & Cheng, T.C.E. & Zhou, Honggeng, 2021. "The contagion and competitive effects across national borders: Evidence from the 2016 Kumamoto earthquakes," International Journal of Production Economics, Elsevier, vol. 235(C).
    6. Xiong, Yangchun & Lam, Hugo K.S. & Hu, Qiaoxuan & Yee, Rachel W.Y. & Blome, Constantin, 2021. "The financial impacts of environmental violations on supply chains: Evidence from an emerging market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 151(C).
    7. Baghersad, Milad & Zobel, Christopher W., 2021. "Assessing the extended impacts of supply chain disruptions on firms: An empirical study," International Journal of Production Economics, Elsevier, vol. 231(C).
    8. Karatzas, Antonios & Daskalakis, George & Bastl, Marko & Johnson, Mark, 2022. "Risky business? Shareholder value effects of service provision," International Journal of Production Economics, Elsevier, vol. 244(C).
    9. Woldt, Jason & Godfrey, Michael, 2022. "Is there a home field advantage? The impact of shareholder wealth from U.S. manufacturing location decisions: A comparative analysis," International Journal of Production Economics, Elsevier, vol. 248(C).
    10. Chen, Sihua & Du, Jiangze & He, Wei & Siponen, Mikko, 2022. "Supply chain finance platform evaluation based on acceptability analysis," International Journal of Production Economics, Elsevier, vol. 243(C).
    11. Chakuu, Sumeer & Masi, Donato & Godsell, Janet, 2019. "Exploring the relationship between mechanisms, actors and instruments in supply chain finance: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 216(C), pages 35-53.
    12. Wood, Lincoln C. & Wang, Jason X. & Olesen, Karin & Reiners, Torsten, 2017. "The effect of slack, diversification, and time to recall on stock market reaction to toy recalls," International Journal of Production Economics, Elsevier, vol. 193(C), pages 244-258.
    13. Rashid Ameer & Radiah Othman, 2023. "Stock market reactions to US Consumer Product Safety Commission enforcement actions," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(3), pages 3709-3735, September.
    14. Zhang, Wen & Yan, Shaoshan & Li, Jian & Tian, Xin & Yoshida, Taketoshi, 2022. "Credit risk prediction of SMEs in supply chain finance by fusing demographic and behavioral data," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    15. Truzaar Dordi & Olaf Weber, 2019. "The Impact of Divestment Announcements on the Share Price of Fossil Fuel Stocks," Sustainability, MDPI, vol. 11(11), pages 1-20, June.
    16. Anh Huu Nguyen & Thinh Gia Hoang & Vu Minh Ngo & Loan Quynh Thi Nguyen & Huan Huu Nguyen, 2023. "Sustainability-oriented supply chain finance in Vietnam: insights from multiple case studies," Operations Management Research, Springer, vol. 16(1), pages 259-279, March.
    17. Andrieș, Alin Marius & Nistor, Simona & Ongena, Steven & Sprincean, Nicu, 2020. "On Becoming an O-SII (“Other Systemically Important Institution”)," Journal of Banking & Finance, Elsevier, vol. 111(C).
    18. Pozo, Veronica F. & Schroeder, Ted C., 2016. "Evaluating the costs of meat and poultry recalls to food firms using stock returns," Food Policy, Elsevier, vol. 59(C), pages 66-77.
    19. 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.
    20. 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).

    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:eee:proeco:v:216:y:2019:i:c:p:227-238. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    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.