IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v139y2024ics0264999324001949.html
   My bibliography  Save this article

Supply-chain finance digitalization and corporate financial fraud: Evidence from China

Author

Listed:
  • Jiang, Hui
  • Peng, Cheng
  • Ren, Daling

Abstract

Recently, supply chain finance (SCF) digitalization, which integrates emerging digital technologies with traditional SCF, has been attracting worldwide attention. While previous studies have highlighted the adoption of SCF digitalization, little is known about how it shapes corporate behaviors. Using a sample of Chinese A-listed firms from 2008 to 2021, this study investigates the relationship between SCF digitalization and corporate financial fraud. Based on the results of the propensity score matching and difference-in-differences approach and mechanism analysis, SCF digitalization is found to inhibit corporate financial fraud by reducing a firm's relational transactions with its suppliers and customers. Additionally, cross-sectional analysis reveals that the governance effect is more pronounced for small- and medium-sized enterprises and for companies with higher information asymmetry, more financial linkages, and lower financial flexibility. Overall, our findings facilitate the understanding of how the digital economy influences corporate behaviors.

Suggested Citation

  • Jiang, Hui & Peng, Cheng & Ren, Daling, 2024. "Supply-chain finance digitalization and corporate financial fraud: Evidence from China," Economic Modelling, Elsevier, vol. 139(C).
    • Handle: RePEc:eee:ecmode:v:139:y:2024:i:c:s0264999324001949
    DOI: 10.1016/j.econmod.2024.106837
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999324001949
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econmod.2024.106837?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. Burns, Natasha & Kedia, Simi, 2006. "The impact of performance-based compensation on misreporting," Journal of Financial Economics, Elsevier, vol. 79(1), pages 35-67, January.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Rüdiger Fahlenbrach & Kevin Rageth & René M Stulz, 2021. "How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis [The risk of being a fallen angel and the corporate dash for cash in the midst of COVID]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5474-5521.
    4. Ashesh Rambachan & Jonathan Roth, 2023. "A More Credible Approach to Parallel Trends," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2555-2591.
    5. Daniel O. Gilligan & John Hoddinott, 2007. "Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 225-242.
    6. Gao, Wei & Liu, Zebin, 2023. "Green credit and corporate ESG performance: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    7. Li, Xiaochong & Li, Yanxi, 2020. "Female independent directors and financial irregularities in chinese listed firms: From the perspective of audit committee chairpersons," Finance Research Letters, Elsevier, vol. 32(C).
    8. Guan, Yuyan & Su, Lixin (Nancy) & Wu, Donghui & Yang, Zhifeng, 2016. "Do school ties between auditors and client executives influence audit outcomes?," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 506-525.
    9. Lustgarten, Steven H, 1975. "The Impact of Buyer Concentration in Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 57(2), pages 125-132, May.
    10. Liu, Yang & Zhang, Han & Zhang, Fukang, 2023. "CEO's poverty imprints and corporate financial fraud: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    11. Amihud, Yakov & Mendelson, Haim & Lauterbach, Beni, 1997. "Market microstructure and securities values: Evidence from the Tel Aviv Stock Exchange," Journal of Financial Economics, Elsevier, vol. 45(3), pages 365-390, September.
    12. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    13. Wei, Hao & Tu, Yue & Zhou, Peng, 2023. "Technical barriers to trade and export performance: Comparing exiting and staying firms," Economic Modelling, Elsevier, vol. 126(C).
    14. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    15. Ariella Kahn-Lang & Kevin Lang, 2020. "The Promise and Pitfalls of Differences-in-Differences: Reflections on 16 and Pregnant and Other Applications," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 613-620, July.
    16. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    17. 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.
    18. Bowen, Robert M. & DuCharme, Larry & Shores, D., 1995. "Stakeholders' implicit claims and accounting method choice," Journal of Accounting and Economics, Elsevier, vol. 20(3), pages 255-295, December.
    19. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
    20. 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.
    21. Jeff Zeyun Chen & Anastasios Elemes & Gerald J. Lobo, 2023. "David versus Goliath: The Relation between Auditor Size and Audit Quality for U.K. Private Firms," European Accounting Review, Taylor & Francis Journals, vol. 32(2), pages 447-480, March.
    22. Özgür Arslan-Ayaydin & Chris Florackis & Aydin Ozkan, 2014. "Financial flexibility, corporate investment and performance: evidence from financial crises," Review of Quantitative Finance and Accounting, Springer, vol. 42(2), pages 211-250, February.
    23. Song, Hua & Yang, Xuan & Yu, Kangkang, 2020. "How do supply chain network and SMEs’ operational capabilities enhance working capital financing? An integrative signaling view," International Journal of Production Economics, Elsevier, vol. 220(C).
    24. Daniel O. Gilligan & John Hoddinott, 2007. "Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 225-242.
    25. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    26. Wang, Liukai & Li, Min & Wang, Weiqing & Gong, Yu & Xiong, Yu, 2023. "Green innovation output in the supply chain network with environmental information disclosure: An empirical analysis of Chinese listed firms," International Journal of Production Economics, Elsevier, vol. 256(C).
    27. Maksimovic, Vojislav & Titman, Sheridan, 1991. "Financial Policy and Reputation for Product Quality," The Review of Financial Studies, Society for Financial Studies, vol. 4(1), pages 175-200.
    28. Zhang, Xindong & Zou, Meifeng & Liu, Weimin & Zhang, Yuefei, 2020. "Does a firm’s supplier concentration affect its cash holding?," Economic Modelling, Elsevier, vol. 90(C), pages 527-535.
    29. Murphy, Deborah L. & Shrieves, Ronald E. & Tibbs, Samuel L., 2009. "Understanding the Penalties Associated with Corporate Misconduct: An Empirical Examination of Earnings and Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 55-83, February.
    30. Li, Zhinan & Pei, Shan & Li, Ting & Wang, Yu, 2023. "Risk spillover network in the supply chain system during the COVID-19 crisis: Evidence from China," Economic Modelling, Elsevier, vol. 126(C).
    31. Haroon ur Rashid Khan & Waqas Bin Khidmat & Sadia Awan, 2021. "Board diversity, financial flexibility and corporate innovation: evidence from China," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(2), pages 303-326, June.
    32. Louis T. W. Cheng & Jack S. C. Poon & Shaolong Tang & Jacqueline Wenjie Wang, 2022. "Does supplier concentration matter to investors during the COVID-19 crisis: evidence from China?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-28, December.
    33. Rind, Asad Ali & Abbassi, Wajih & Allaya, Manel & Hammouda, Amira, 2022. "Local peers and firm misconduct: The role of sustainability and competition," Economic Modelling, Elsevier, vol. 116(C).
    34. Joseph E. Stiglitz, 2002. "Information and the Change in the Paradigm in Economics," American Economic Review, American Economic Association, vol. 92(3), pages 460-501, June.
    35. Ryoonhee Kim & Weiqing Luo, 2022. "Customer Concentration and Earnings Management: Evidence from the Sarbanes–Oxley Act," European Accounting Review, Taylor & Francis Journals, vol. 31(4), pages 905-936, August.
    36. Hasan, Mostafa Monzur & Cheung, Adrian (Wai-Kong), 2018. "Organization capital and firm life cycle," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 556-578.
    37. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    38. Jonathan Roth, 2022. "Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 305-322, September.
    39. Su, Fei & Feng, Xu & Tang, Songlian, 2021. "Do site visits mitigate corporate fraudulence? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
    40. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
    Full references (including those not matched with items on IDEAS)

    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. Kotyrlo, Elena, 2024. "Simple and complex difference-in-differences approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 73, pages 119-142.
    2. Sudhanshu Handa & John A. Maluccio, 2010. "Matching the Gold Standard: Comparing Experimental and Nonexperimental Evaluation Techniques for a Geographically Targeted Program," Economic Development and Cultural Change, University of Chicago Press, vol. 58(3), pages 415-447, April.
    3. Nilsen, Øivind A. & Raknerud, Arvid, 2024. "Dynamics of first-time patenting firms," Research Policy, Elsevier, vol. 53(8).
    4. Dan Amiram & Zahn Bozanic & James D. Cox & Quentin Dupont & Jonathan M. Karpoff & Richard Sloan, 2018. "Financial reporting fraud and other forms of misconduct: a multidisciplinary review of the literature," Review of Accounting Studies, Springer, vol. 23(2), pages 732-783, June.
    5. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    6. Tekleselassie, Tsegay Gebrekidan, 2016. "Three essays on the impact of institutions and policies on socio-economic outcomes," Economics PhD Theses 1316, Department of Economics, University of Sussex Business School.
    7. D. Mark Anderson & Mary Beth Walker, 2015. "Does Shortening the School Week Impact Student Performance? Evidence from the Four-Day School Week," Education Finance and Policy, MIT Press, vol. 10(3), pages 314-349, July.
    8. Petracco, Carly K. & Pender, John, 2009. "Evaluating the impact of land tenure and titling on access to credit in Uganda:," IFPRI discussion papers 853, International Food Policy Research Institute (IFPRI).
    9. Pangaribowo, Evita Hanie, 2012. "Heterogenous Impact of ‘Rice for the Poor’ Program in Indonesia," 86th Annual Conference, April 16-18, 2012, Warwick University, Coventry, UK 134755, Agricultural Economics Society.
    10. Prommin, Panu & Jumreornvong, Seksak & Jiraporn, Pornsit & Tong, Shenghui, 2016. "Liquidity, ownership concentration, corporate governance, and firm value: Evidence from Thailand," Global Finance Journal, Elsevier, vol. 31(C), pages 73-87.
    11. Agnes Quisumbing & Neha Kumar, 2011. "Does social capital build women's assets? The long-term impacts of group-based and individual dissemination of agricultural technology in Bangladesh," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 3(2), pages 220-242.
    12. Li, Guo & Xue, Jing & Li, Na & Qi, Qingwu, 2024. "Does digital finance favor firms in supply chains? Roles of green innovation and bargaining power," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
    13. Aiyesha Dey & Valeri Nikolaev & Xue Wang, 2016. "Disproportional Control Rights and the Governance Role of Debt," Management Science, INFORMS, vol. 62(9), pages 2581-2614, September.
    14. Kadiyala, Suneetha & Quisumbing, Agnes & Rogers, Beatrice & Webb, Patrick, 2009. "The Impact of Prime Age Adult Mortality on Child Survival and Growth in Rural Ethiopia," World Development, Elsevier, vol. 37(6), pages 1116-1128, June.
    15. Mwansakilwa, Chibamba & Tembo, Gelson & Zulu, Maureen Mwamba & Wamulume, Mukata, 2017. "Village savings and loan associations and household welfare: Evidence from Eastern and Western Zambia," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 12(1), March.
    16. Shany Azaria & Boaz Ronen & Noam Shamir, 2024. "Alleviating Court Congestion: The Case of the Jerusalem District Court," Interfaces, INFORMS, vol. 54(3), pages 267-281, May.
    17. Bachke, Maren Elise, 2019. "Do farmers’ organizations enhance the welfare of smallholders? Findings from the Mozambican national agricultural survey," Food Policy, Elsevier, vol. 89(C).
    18. Selvam, Srinivasan, 2020. "Effects of customer industry competition on suppliers: Evidence from product market competition shocks," Journal of Banking & Finance, Elsevier, vol. 114(C).
    19. Wen, Fenghua & Wu, Nan & Gong, Xu, 2020. "China's carbon emissions trading and stock returns," Energy Economics, Elsevier, vol. 86(C).
    20. Tirivayi, J.N. & Groot, W.N.J., 2014. "The impact of food transfers for people living with HIV/AIDS: Evidence from Zambia," MERIT Working Papers 2014-065, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

    More about this item

    Keywords

    Supply chain finance digitalization; Relational transactions; Financial fraud; Quasi-natural experiment approach; Difference-in-differences model;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

    Statistics

    Access and download statistics

    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:ecmode:v:139:y:2024:i:c:s0264999324001949. 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/inca/30411 .

    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.