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Digitalization and firms' debt maturity: Do financial constraints and uncertainty matter?

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  • Lee, Chien-Chiang
  • Wang, Chih-Wei
  • Purnama, Muhammad Yusuf Indra
  • Sharma, Susan Sunila

Abstract

Despite the significant growth of information and communication technology adoption in industrial activity, there is still limited evidence discussing the role of industrial digitalization in firms' debt structures. Therefore, the purpose of this study is to investigate the impact of digitalization on debt structure by employing a sample of Chinese manufacturing companies from 2001 to 2019. The results show that digitalization expands the proportion of firms' long-term debt. Further analysis reveals that digital technology superiority contributes to lowering bankruptcy costs, enabling firms to maintain longer debt maturity to manage liquidity and refinancing risks effectively. This research also finds that financially constrained firms derive greater advantages from digital transformation. Furthermore, the uncertainty risks appear to reduce the positive impacts of digitalization on firms' debt maturity.

Suggested Citation

  • Lee, Chien-Chiang & Wang, Chih-Wei & Purnama, Muhammad Yusuf Indra & Sharma, Susan Sunila, 2024. "Digitalization and firms' debt maturity: Do financial constraints and uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:pacfin:v:85:y:2024:i:c:s0927538x24001501
    DOI: 10.1016/j.pacfin.2024.102399
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    as
    1. Mark Gertler, 1988. "Financial structure and aggregate economic activity: an overview," Proceedings, Federal Reserve Bank of Cleveland, pages 559-596.
    2. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
    3. Zhang, Xiaoming & Tian, Yiming & Lee, Chien-Chiang, 2025. "Corrigendum to “Enforcement actions and systemic risk” [Emerging Markets Review 59 (2024) 101115]," Emerging Markets Review, Elsevier, vol. 67(C).
    4. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    5. Li, Zhipeng & Zhou, Xiaoyu & Huang, Shoujun, 2021. "Managing skill certification in online outsourcing platforms: A perspective of buyer-determined reverse auctions," International Journal of Production Economics, Elsevier, vol. 238(C).
    6. Margherita Pagani, 2013. "Digital Business Strategy and Value Creation : Framing the Dynamic Cycle of Control Points," Post-Print hal-02313107, HAL.
    7. Mayer, Colin, 1988. "New issues in corporate finance," European Economic Review, Elsevier, vol. 32(5), pages 1167-1183, June.
    8. Keefe, Michael O’Connor & Nguyen, Phoebe Huyen, 2023. "The influence of cash flow volatility on firm use of debt of different maturities or zero-debt: International evidence," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 684-700.
    9. Shane A. Johnson, 2003. "Debt Maturity and the Effects of Growth Opportunities and Liquidity Risk on Leverage," The Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 209-236.
    10. Allen N. Berger & Marco A. Espinosa‐Vega & W. Scott Frame & Nathan H. Miller, 2005. "Debt Maturity, Risk, and Asymmetric Information," Journal of Finance, American Finance Association, vol. 60(6), pages 2895-2923, December.
    11. Zhou, Linjiang & Shi, Xiaochuan & Bao, Yaxiong & Gao, Lihua & Ma, Chao, 2023. "Explainable artificial intelligence for digital finance and consumption upgrading," Finance Research Letters, Elsevier, vol. 58(PC).
    12. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    13. Li, Lixu & Ye, Fei & Zhan, Yuanzhu & Kumar, Ajay & Schiavone, Francesco & Li, Yina, 2022. "Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms," Journal of Business Research, Elsevier, vol. 149(C), pages 54-64.
    14. Mostafa Hasan & Dewan Rahman & Grantley Taylor & Barry Oliver, 2020. "Crash risk and debt maturity: evidence from Australia," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 17(3), pages 377-400, July.
    15. Berger, Allen N. & Udell, Gregory F., 2005. "A more complete conceptual framework for financing of small and medium enterprises," Policy Research Working Paper Series 3795, The World Bank.
    16. Perez, Diego J., 2017. "Sovereign debt maturity structure under asymmetric information," Journal of International Economics, Elsevier, vol. 108(C), pages 243-259.
    17. Li-Kai (Connie) Liao & Tarun Mukherjee & Wei Wang, 2015. "Corporate Governance And Capital Structure Dynamics: An Empirical Study," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 38(2), pages 169-192, June.
    18. Çolak, Gönül & Gungoraydinoglu, Ali & Öztekin, Özde, 2018. "Global leverage adjustments, uncertainty, and country institutional strength," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 41-56.
    19. Valentin Dimitrov & Sheri Tice, 2006. "Corporate Diversification and Credit Constraints: Real Effects across the Business Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1465-1498.
    20. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien & Purnama, Muhammad Yusuf Indra & Sharma, Susan Sunila, 2024. "Corporate leverage and leverage speed of adjustment: Does environmental policy stringency matter?," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    21. Datta, Sudip & Doan, Trang & Iskandar-Datta, Mai, 2019. "Policy uncertainty and the maturity structure of corporate debt," Journal of Financial Stability, Elsevier, vol. 44(C).
    22. Schiantarelli, Fabio, 1996. "Financial Constraints and Investment: Methodological Issues and International Evidence," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 12(2), pages 70-89, Summer.
    23. Jensen, Michael C. & Meckling, William H., 2008. "Theory of the firm: managerial behavior, agency costs and ownership structure," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(2), April.
    24. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    25. Flannery, Mark J, 1986. "Asymmetric Information and Risky Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 41(1), pages 19-37, March.
    26. Çolak, Gönül & Durnev, Art & Qian, Yiming, 2017. "Political Uncertainty and IPO Activity: Evidence from U.S. Gubernatorial Elections," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2523-2564, December.
    27. Jayant R. Kale & Thomas H. Noe, 1990. "Risky Debt Maturity Choice In A Sequential Game Equilibrium," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 13(2), pages 155-166, June.
    28. Cai, Kailan & Fairchild, Richard & Guney, Yilmaz, 2008. "Debt maturity structure of Chinese companies," Pacific-Basin Finance Journal, Elsevier, vol. 16(3), pages 268-297, June.
    29. Lucia Dalla Pellegrina & Serena Frazzoni & Zeno Rotondi & Andrea Vezzulli, 2017. "Does ICT adoption improve access to credit for small enterprises?," Small Business Economics, Springer, vol. 48(3), pages 657-679, March.
    30. Lee, Chien-Chiang & He, Zhi-Wen & Xiao, Fu, 2022. "How does information and communication technology affect renewable energy technology innovation? International evidence," Renewable Energy, Elsevier, vol. 200(C), pages 546-557.
    31. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    32. Demirgüç-Kunt, Asli & Martinez Peria, Maria Soledad & Tressel, Thierry, 2020. "The global financial crisis and the capital structure of firms: Was the impact more severe among SMEs and non-listed firms?," Journal of Corporate Finance, Elsevier, vol. 60(C).
    33. Lee, Chien-Chiang & Yuan, Zihao & Wang, Qiaoru, 2022. "How does information and communication technology affect energy security? International evidence," Energy Economics, Elsevier, vol. 109(C).
    34. Erwan Morellec & Boris Nikolov & Norman Schürhoff, 2012. "Corporate Governance and Capital Structure Dynamics," Journal of Finance, American Finance Association, vol. 67(3), pages 803-848, June.
    35. Jiang, Fuxiu & Jiang, Zhan & Kim, Kenneth A., 2020. "Capital markets, financial institutions, and corporate finance in China," Journal of Corporate Finance, Elsevier, vol. 63(C).
    36. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2021. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," Management Science, INFORMS, vol. 67(8), pages 4665-4685, August.
    37. Wen, Huwei & Zhong, Qiming & Lee, Chien-Chiang, 2022. "Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    38. Jarrad Harford & Sandy Klasa & William F. Maxwell, 2014. "Refinancing Risk and Cash Holdings," Journal of Finance, American Finance Association, vol. 69(3), pages 975-1012, June.
    39. Wanyi Chen & Liguang Zhang & Pinyan Jiang & Fanli Meng & Qianyi Sun, 2022. "Can digital transformation improve the information environment of the capital market? Evidence from the analysts' prediction behaviour," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2543-2578, June.
    40. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    41. Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
    42. Yang, Mengjun & Zheng, Shilin & Zhou, Lin, 2022. "Broadband internet and enterprise innovation," China Economic Review, Elsevier, vol. 74(C).
    43. Fan, Qingji & Kuper, Paul & Choi, Yun Hyeong & Choi, Seong-jin, 2021. "Does ICT development curb firms’ perceived corruption pressure? The contingent impact of institutional qualities and competitive conditions," Journal of Business Research, Elsevier, vol. 135(C), pages 496-507.
    44. Liu, Guangqiang & Wang, Shenghua, 2023. "Digital transformation and trade credit provision: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    45. Gungoraydinoglu, Ali & Çolak, Gönül & Öztekin, Özde, 2017. "Political environment, financial intermediation costs, and financing patterns," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 167-192.
    46. Ye, Xiang & Yue, Pengpeng, 2024. "What matters to reshaping consumption patterns in China? Digital inclusion and supply chain," Finance Research Letters, Elsevier, vol. 59(C).
    47. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    48. Fang, Zhen & Razzaq, Asif & Mohsin, Muhammad & Irfan, Muhammad, 2022. "Spatial spillovers and threshold effects of internet development and entrepreneurship on green innovation efficiency in China," Technology in Society, Elsevier, vol. 68(C).
    49. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    50. Liu, Jia-Bao & Zheng, Ya-Qian & Lee, Chien-Chiang, 2024. "Statistical analysis of the regional air quality index of Yangtze River Delta based on complex network theory," Applied Energy, Elsevier, vol. 357(C).
    51. Stephan, Andreas & Talavera, Oleksandr & Tsapin, Andriy, 2011. "Corporate debt maturity choice in emerging financial markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(2), pages 141-151, May.
    52. Lee, Chien-Chiang & Wang, Fuhao, 2022. "How does digital inclusive finance affect carbon intensity?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 174-190.
    53. Wang, Nan & Wan, Jiahao & Ma, Zhenzhong & Zhou, Yan & Chen, Jin, 2023. "How digital platform capabilities improve sustainable innovation performance of firms: The mediating role of open innovation," Journal of Business Research, Elsevier, vol. 167(C).
    54. Ron Adner & Phanish Puranam & Feng Zhu, 2019. "What Is Different About Digital Strategy? From Quantitative to Qualitative Change," Strategy Science, INFORMS, vol. 4(4), pages 253-261, December.
    55. Sudip Datta & Mai Iskandar‐Datta & Kartik Raman, 2005. "Managerial Stock Ownership and the Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 60(5), pages 2333-2350, October.
    56. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    57. Yuan, Mengyi & Zhang, Lin & Lian, Yonghui, 2022. "Economic policy uncertainty and stock price crash risk of commercial banks: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 587-605.
    58. Tran, Quoc Trung, 2021. "Economic policy uncertainty and cost of debt financing: International evidence," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    59. Li, Kai & Yue, Heng & Zhao, Longkai, 2009. "Ownership, institutions, and capital structure: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 471-490, September.
    60. Yahya, Farzan & Lee, Chien-Chiang, 2023. "Disentangling the asymmetric effect of financialization on the green output gap," Energy Economics, Elsevier, vol. 125(C).
    61. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.
    62. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    63. Luis Garicano, 2000. "Hierarchies and the Organization of Knowledge in Production," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 874-904, October.
    64. Li, Jing & Nie, Huihua & Ruan, Rui & Shen, Xinyi, 2024. "Subjective perception of economic policy uncertainty and corporate social responsibility: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    65. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    66. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi, 2022. "Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis," Resources Policy, Elsevier, vol. 79(C).
    67. Francis, Bill B. & Hasan, Iftekhar & Zhu, Yun, 2014. "Political uncertainty and bank loan contracting," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 281-286.
    68. Niu, Yuhao & Wang, Sai & Wen, Wen & Li, Sifei, 2023. "Does digital transformation speed up dynamic capital structure adjustment? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    69. Kouwenberg, Roy & Phunnarungsi, Visit, 2013. "Corporate governance, violations and market reactions," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 881-898.
    70. Brick, Ivan E & Ravid, S Abraham, 1985. "On the Relevance of Debt Maturity Structure," Journal of Finance, American Finance Association, vol. 40(5), pages 1423-1437, December.
    71. Xue, Yi & Zhang, Xinzhi, 2024. "Digital transformation and corporate capital structure: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
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    • G3 - Financial Economics - - Corporate Finance and Governance
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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