A Multidimensional Assessment of Audit Quality and Its Impact on the Cost of Debt: Evidence from an Emerging Market

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Linh Tran Thuy, Hung Dang Ngoc, Ha Hoang Thi Viet

Abstract

This study examines the impact of audit quality on the cost of debt of listed firms in Vietnam within the context of an emerging economy. Grounded in agency theory and signaling theory, the paper adopts a multidimensional approach to measuring audit quality through four key components: auditor size (Big 4), auditor switching (CHANGET), audit opinion (QO), and audit timeliness (TIME), while also constructing a composite variable (AUDITQUALITY) to capture the overall effect. Using a sample of 4,960 firm-year observations and employing Pooled OLS, FEM, REM, and GLS estimation techniques, the empirical results indicate that audit quality has a negative and statistically significant effect on the cost of debt. Specifically, engagement of Big 4 audit firms and timely issuance of audit reports help reduce information asymmetry, thereby lowering borrowing costs. In contrast, modified audit opinions are perceived by creditors as high-risk signals, leading to higher costs of debt. The study provides important implications for corporate managers in auditor selection and for credit institutions in optimizing credit risk assessment processes.

Article Details

References

  1. J.A. Pittman, S. Fortin, Auditor Choice and the Cost of Debt Capital for Newly Public Firms, J. Account. Econ. 37 (2004), 113-136. https://doi.org/10.1016/j.jacceco.2003.06.005.
  2. P. Sengupta, Corporate Disclosure Quality and the Cost of Debt., Account. Rev. 73 (1998), 459-474. https://doi.org/10.2308/tar-1325290.
  3. M.T. Thi, T.T.M. Vu, O.T.K. Dam, D.D. Nguyen, The Effect of Firm-Specific Information Risk on the Cost of Capital, the Moderating Role of Audit Quality, Montenegrin J. Econ. 21 (2025), 7-18. https://doi.org/10.14254/1800-5845/2025.21-1.1.
  4. H.T.T. Le, H.G. Tran, X.V. Vo, Audit Quality, Accruals Quality and the Cost of Equity in an Emerging Market: Evidence from Vietnam, Int. Rev. Financ. Anal. 77 (2021), 101798. https://doi.org/10.1016/j.irfa.2021.101798.
  5. S. Bacha, A. Ajina, S. Ben Saad, CSR Performance and the Cost of Debt: Does Audit Quality Matter?, Corp. Gov.: Int. J. Bus. Soc. 21 (2020), 137-158. https://doi.org/10.1108/CG-11-2019-0335.
  6. M. DeFond, J. Zhang, A Review of Archival Auditing Research, J. Account. Econ. 58 (2014), 275-326. https://doi.org/10.1016/j.jacceco.2014.09.002.
  7. J.R. Francis, A Framework for Understanding and Researching Audit Quality, AUDITING: J. Pract. Theory 30 (2011), 125-152. https://doi.org/10.2308/ajpt-50006.
  8. W.R. Knechel, G.V. Krishnan, M. Pevzner, L.B. Shefchik, U.K. Velury, Audit Quality: Insights from the Academic Literature, AUDITING: J. Pract. Theory 32 (2012), 385-421. https://doi.org/10.2308/ajpt-50350.
  9. S.A. Hazaea, C. Cai, S.F. Khatib, M. Hael, The Moderating Role of Audit Quality in the Relationship Between ESG Practices and the Cost of Capital: Evidence from the United Kingdom, Borsa Istanb. Rev. 25 (2025), 1085-1099. https://doi.org/10.1016/j.bir.2025.06.007.
  10. A.A.S. Manoel, M.B. da Costa Moraes, D.F.L. Santos, G.P. Pündrich, Audit Quality and the Cost of Debt in Private Firms: Evidence from the Brazilian Sugarcane Industry, Int. Food Agribus. Manag. Rev. 25 (2022), 21-36. https://doi.org/10.22434/IFAMR2020.0033.
  11. M.M. El-Dyasty, A.A. Elamer, Multiple Audit Mechanism, Audit Quality and Cost of Debt: Empirical Evidence from a Developing Country, Int. J. Discl. Gov. 19 (2022), 264-281. https://doi.org/10.1057/s41310-022-00143-7.
  12. S. Saifudin, I. Januarti, Semiotics of Audit Quality: A Meta-Analysis Perspective, J. Account. Invest. 24 (2023), 861-876. https://doi.org/10.18196/jai.v24i3.19390.
  13. M.C. Jensen, W.H. Meckling, Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure, J. Financ. Econ. 3 (1976), 305-360. https://doi.org/10.1016/0304-405X(76)90026-X.
  14. L.E. DeAngelo, Auditor Size and Audit Quality, J. Account. Econ. 3 (1981), 183-199. https://doi.org/10.1016/0165-4101(81)90002-1.
  15. J. Karjalainen, Audit Quality and Cost of Debt Capital for Private Firms: Evidence from Finland, Int. J. Audit. 15 (2011), 88-108. https://doi.org/10.1111/j.1099-1123.2010.00424.x.
  16. C.T. Nhien, D.N. Hung, V.T.T. Bình, Using Random Forest and Artificial Neural Network to Detect Fraudulent Financial Reporting: Data from Listed Companies in Vietnam, Quality: Access to Success. 25 (2024), 160-173. https://doi.org/10.47750/QAS/25.202.17.
  17. N.V. Linh, H.D. Ngoc, N.T.M. Lan, The Impact of Qualified Opinions and Audit Firm’s Reputation on Enterprise Value in Vietnam, Int. J. Anal. Appl. 23 (2025), 127. https://doi.org/10.28924/2291-8639-23-2025-127.
  18. D. Ngoc Hung, V.T. Thuy Van, L. Archer, Factors Affecting the Quality of Financial Statements from an Audit Point of View: A Machine Learning Approach, Cogent Bus. Manag. 10 (2023), 2184225. https://doi.org/10.1080/23311975.2023.2184225.
  19. O.T.T. Pham, H.N. Dang, H.T.V. Hoang, Forecasting Audit Opinions on Financial Statements: Statistical Algorithm or Machine Learning?, Electron. J. Appl. Stat. Anal. 17(2024), 133-152. https://doi.org/10.1285/i20705948v17n1p133.
  20. M.G.K. INDARTI, J. WIDIATMOKO, The Effects of Earnings Management and Audit Quality on Cost of Equity Capital: Empirical Evidence from Indonesia, J. Asian Financ. Econ. Bus. 8 (2021), 769-776. https://doi.org/10.13106/jafeb.2021.vol8.no4.0769.
  21. C. Friedrich, R. Quick, F. Schmidt, Auditor‐provided Non‐audit Services and Perceived Audit Quality: Evidence from the Cost of Equity and Debt Capital, Int. J. Audit. 28 (2022), 388-407. https://doi.org/10.1111/ijau.12297.
  22. , Corporate Governance and the Presence of Female in the Board of Directors on Audit Quality in Vietnam, Quality: Access Success 24 (2023), 314-321. https://doi.org/10.47750/QAS/24.193.35.
  23. H.N. Dang, C.D. Pham, The Effects of Earning Quality on Sustainable Reports: An Empirical Study from Vietnam, Econ. Res. Istraživanja 35 (2022), 6705-6722. https://doi.org/10.1080/1331677X.2022.2053360.
  24. A. Raiszadeh, A. Mohseni, M. Ghasemi, A Review of Studies Related to Audit Quality by Meta-Analysis Method, J. Posit. Sch. Psychol. 6 (2022), 2160–2180.
  25. A. Lawrence, M. Minutti-Meza, P. Zhang, Can Big 4 Versus Non-Big 4 Differences in Audit-Quality Proxies Be Attributed to Client Characteristics?, Account. Rev. 86 (2011), 259-286. https://doi.org/10.2308/accr.00000009.
  26. N. Orazalin, R. Akhmetzhanov, Earnings Management, Audit Quality, and Cost of Debt: Evidence from a Central Asian Economy, Manag. Audit. J. 34 (2019), 696-721. https://doi.org/10.1108/MAJ-12-2017-1730.
  27. P. Carey, R. Simnett, Audit Partner Tenure and Audit Quality, Account. Rev. 81 (2006), 653-676. https://doi.org/10.2308/accr.2006.81.3.653.
  28. A. Ghosh, Z. Gu, P.C. Jain, Sustained Earnings and Revenue Growth, Earnings Quality, and Earnings Response Coefficients, Rev. Account. Stud. 10 (2005), 33-57. https://doi.org/10.1007/s11142-004-6339-3.
  29. S. Leventis, P. Weetman, C. Caramanis, Determinants of Audit Report Lag: Some Evidence from the Athens Stock Exchange, Int. J. Audit. 9 (2005), 45-58. https://doi.org/10.1111/j.1099-1123.2005.00101.x.
  30. R. Rusmin, J. Evans, Audit Quality and Audit Report Lag: Case of Indonesian Listed Companies, Asian Rev. Account. 25 (2017), 191-210. https://doi.org/10.1108/ARA-06-2015-0062.