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Maturity mismatched investment, digital financial inclusion, and digital orientation: Evidence from China

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  • Xu, Meng
  • Yang, Zhonghai
  • Lin, Yu-En
  • Li, Gaobo

Abstract

The study examines how maturity mismatched behavior influences firms' digital orientation, and the moderating effect of digital financial inclusion (DFI) on maturity mismatched behavior. We analyzed a sample of over 3000 Chinese listed firms over the period 2011–2020 and identified the “passive mismatch view.” We found that firms' maturity mismatched investment could impede their digital orientation and that DFI further weakens the negative relation between firms' maturity mismatched investment and digital orientation. We further find that maturity mismatched investment impedes digital orientation for firms with more agent problems and maturity mismatched investment could impede its digital orientation through weakening managerial attitude toward potential risks.

Suggested Citation

  • Xu, Meng & Yang, Zhonghai & Lin, Yu-En & Li, Gaobo, 2024. "Maturity mismatched investment, digital financial inclusion, and digital orientation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    • Handle: RePEc:eee:finana:v:91:y:2024:i:c:s1057521923004738
    DOI: 10.1016/j.irfa.2023.102957
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    as
    1. Stohs, Mark Hoven & Mauer, David C, 1996. "The Determinants of Corporate Debt Maturity Structure," The Journal of Business, University of Chicago Press, vol. 69(3), pages 279-312, July.
    2. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    3. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    5. Chakravarty, Satya R. & Pal, Rupayan, 2013. "Financial inclusion in India: An axiomatic approach," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 813-837.
    6. Luo, Ronghua & Fang, Hongyan & Liu, Jinjin & Zhao, Senyang, 2019. "Maturity mismatch and incentives: Evidence from bank issued wealth management products in China," Journal of Banking & Finance, Elsevier, vol. 107(C), pages 1-1.
    7. Zhiguo He & Wei Xiong, 2012. "Rollover Risk and Credit Risk," Journal of Finance, American Finance Association, vol. 67(2), pages 391-430, April.
    8. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    9. Sanjaya Kumar Lenka & Arun Kumar Bairwa, 2016. "Does financial inclusion affect monetary policy in SAARC countries?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1127011-112, December.
    10. Xun Zhang & Jiajia Zhang & Guanghua Wan & Zhi Luo, 2020. "Fintech, Growth And Inequality: Evidence From China’S Household Survey Data," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(supp01), pages 75-93, December.
    11. Daniel Covitz & Nellie Liang & Gustavo A. Suarez, 2013. "The Evolution of a Financial Crisis: Collapse of the Asset-Backed Commercial Paper Market," Journal of Finance, American Finance Association, vol. 68(3), pages 815-848, June.
    12. Bai Yunxia & Muqing Qiu, 2021. "Official Visit, Bank Credit and Maturity Mismatch: Evidence from Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(15), pages 4361-4379, December.
    13. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    14. Viral V. Acharya & Douglas Gale & Tanju Yorulmazer, 2011. "Rollover Risk and Market Freezes," Journal of Finance, American Finance Association, vol. 66(4), pages 1177-1209, August.
    15. Robin Greenwood & Samuel Hanson & Jeremy C. Stein, 2010. "A Gap‐Filling Theory of Corporate Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 65(3), pages 993-1028, June.
    16. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    17. 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.
    18. Qiu, Baoyin & Cheng, Bo, 2022. "Is a deleveraging policy effective? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 471-480.
    19. Kindermann, Bastian & Beutel, Sebastian & Garcia de Lomana, Gonzalo & Strese, Steffen & Bendig, David & Brettel, Malte, 2021. "Digital orientation: Conceptualization and operationalization of a new strategic orientation," European Management Journal, Elsevier, vol. 39(5), pages 645-657.
    20. R. David Mclean & Mengxin Zhao, 2014. "The Business Cycle, Investor Sentiment, and Costly External Finance," Journal of Finance, American Finance Association, vol. 69(3), pages 1377-1409, June.
    21. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    22. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    23. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    24. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    25. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    26. Flannery, Mark J, 1986. "Asymmetric Information and Risky Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 41(1), pages 19-37, March.
    27. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    28. Pamela S. Barr, 1998. "Adapting to Unfamiliar Environmental Events: A Look at the Evolution of Interpretation and Its Role in Strategic Change," Organization Science, INFORMS, vol. 9(6), pages 644-669, December.
    29. Mathias Dewatripont & Jean Tirole, 1994. "A Theory of Debt and Equity: Diversity of Securities and Manager-Shareholder Congruence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1027-1054.
    30. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    31. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    32. Ling, Xiaoting & Wu, Wuqing, 2022. "Leverage and investment efficiency: Evidence from China's deleveraging policy," Finance Research Letters, Elsevier, vol. 47(PA).
    33. Fazzari, Steven M & Hubbard, R Glenn & Petersen, Bruce C, 1988. "Investment, Financing Decisions, and Tax Policy," American Economic Review, American Economic Association, vol. 78(2), pages 200-205, May.
    34. Mahmood Ahmad & Abdul Majeed & Muhammad Asif Khan & Muhammad Sohaib & Khurram Shehzad, 2021. "Digital financial inclusion and economic growth: provincial data analysis of China," China Economic Journal, Taylor & Francis Journals, vol. 14(3), pages 291-310, September.
    35. Satya R. Chakravarty & Rupayan Pal, 2010. "Measuring financial inclusion: An Axiomatic approach," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2010-03, Indira Gandhi Institute of Development Research, Mumbai, India.
    36. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    37. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    38. Liu, Chengcheng & Li, Qing & Lin, Yu-En, 2023. "Corporate transparency and firm value: Does market competition play an external governance role?," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(1).
    39. Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2017. "What drives ICT adoption by SMEs? Evidence from a large-scale survey in Greece," Journal of Business Research, Elsevier, vol. 81(C), pages 60-69.
    40. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    41. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    42. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    43. Morris, James R, 1976. "On Corporate Debt Maturity Strategies," Journal of Finance, American Finance Association, vol. 31(1), pages 29-37, March.
    44. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    45. Amrita Chatterjee, 2020. "Financial inclusion, information and communication technology diffusion, and economic growth: a panel data analysis," Information Technology for Development, Taylor & Francis Journals, vol. 26(3), pages 607-635, July.
    46. Simone A. Schweiger & Tatiana R. Stettler & Artur Baldauf & César Zamudio, 2019. "The complementarity of strategic orientations: A meta‐analytic synthesis and theory extension," Strategic Management Journal, Wiley Blackwell, vol. 40(11), pages 1822-1851, November.
    47. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    48. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    49. Doris M. Merkl-Davies & Niamh Brennan, 2007. "Discretionary disclosure strategies in corporate narratives : incremental information or impression management?," Open Access publications 10197/2907, Research Repository, University College Dublin.
    50. Converse, Nathan, 2018. "Uncertainty, capital flows, and maturity mismatch," Journal of International Money and Finance, Elsevier, vol. 88(C), pages 260-275.
    51. 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.
    52. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    53. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    54. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
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