External Financing, Earnings Management, and Audit Quality

Authors

  • Andreas Vernando Universitas Ahmad Dahlan
    Indonesia
  • Denny Yohana Universitas Andalas
    Indonesia
  • Arief Hidayatullah Khamainy Universitas Wiraraja
    Indonesia
  • Indarti Diah Palupi Universitas Muhammadiyah Surakarta
    Indonesia
  • Annisa Fithria INCIEF University
    Malaysia

Keywords:

Accrual earnings management, Audit quality, External financing, Real earnings management

Abstract

This study investigates the relationship between external financing and accrual earnings management (AEM). In examining this association, this study distinguishes external financing through debt and equity financing, which are more associated with AEM. In addition, this study also exploreshow audit quality moderates this relationship. This study employed a sample of non-financial companies from 2015 to 2019. We find that external financing is positively associated with AEM. This positive association is more pronounced with debt financing rather than equity financing. In addition, this study does not find that audit quality can mitigate AEM motivated by external and debt financing. Our results are robust after examining another EM measurement, real earnings management (REM).

 

References

Alhadab, M., & Clacher, I. (2018). The impact of audit quality on real and accrual earnings management around IPOs. British Accounting Review, 50(4), 442–461. https://doi.org/10.1016/j.bar.2017.12.003

Alsaadi, A. (2024). Capital structure and earnings management: evidence from Saudi Arabia. International Journal of Islamic and Middle Eastern Finance and Management, 17(4), 831–848. https://doi.org/10.1108/IMEFM-09-2023-0339

Alzoubi, E. S. S. (2018). Audit quality, debt financing, and earnings management: Evidence from Jordan. Journal of International Accounting, Auditing and Taxation, 30 (December 2017), 69–84. https://doi.org/10.1016/j.intaccaudtax.2017.12.001

Anagnostopoulou, S. C., & Malikov, K. T. (2024). The Real Consequences of Classification Shifting: Evidence from the Efficiency of Corporate Investment. European Accounting Review, 33(4), 1549–1577. https://doi.org/10.1080/09638180.2023.2200199

Ball, R., & Brown, P. (1968). An Empirical Evaluation of Accounting Income Numbers. Journal of Accounting Research, 1929, 159–179.

Bamber, E. M., & Bamber, L. S. (2009). Discussion of mandatory audit partner rotation, audit quality, and market perception: Evidence from Taiwan. Contemporary Accounting Research, 26(2), 393–402. https://doi.org/10.1506/car.26.2.3

Barth, M. E., Li, K., & McClure, C. (2023). Evolution in Value Relevance of Accounting Information. The Accounting Review, 98(1), 1–28. https://doi.org/10.2308/TAR-2019-0521

Basu, S. (1997). The conservatism principle and the asymmetric timeliness of earnings. Journal of Accounting and Economics, 24(1), 3–37. https://doi.org/https://doi.org/10.1016/S0165-4101(97)00014-1

Ben Salah, O., & Jarboui, A. (2024). The relationship between dividend policy and earnings management: a causality analysis. Journal of Economics, Finance and Administrative Science, 29(57), 166–185. https://doi.org/10.1108/JEFAS-09-2021-0198

Bui, P., Ngo, H., Nguyen, K., & Liem, N. (2022). External financing and earnings management: Evidence in Vietnam. Cogent Economics and Finance, 10(1). https://doi.org/10.1080/23322039.2022.2147703

Burgstahler, D., & Dichev, I. (1997). Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics, 24, 99–126. https://doi.org/10.16930/2237-7662202131531

Caton, G. L., & Chiraphol N. Chiyachantana, Choong-Tze Chua, and J. G. (2011). Earnings Management Surrounding Seasoned Bond Offerings: Do Managers Mislead Ratings Agencies and the Bond Market? Journal of Financial and Quantitative Analysis, 46(3), 687–708.

Cho, H. (2017). Politically Connected Audit Committees, Earnings Quality and External Financing : Evidence from Korea *. 2015, 609–634. https://doi.org/10.1111/ajfs.12182

Christensen, B. E., Columbia, M., Glover, S. M., Omer, T. C., Lincoln, N., Shelley, M. K., & Lincoln, N. (2016). Understanding Audit Quality : Insights from Audit Professionals and Investors. Contemporary Accounting Research, 33(4), 1648–1684. https://doi.org/10.1111/1911-3846.12212

Chung, C. Y., Joo, S., & Kang, S. (2024). Bond-blockholders and corporate acquisitions. Corporate Governance: An International Review, 32(3), 391–407. https://doi.org/https://doi.org/10.1111/corg.12546

Cohen, D. A., & Zarowin, P. (2010). Accrual-based and real earnings management activities around seasoned equity offerings. Journal of Accounting and Economics, 50(1), 2–19. https://doi.org/10.1016/j.jacceco.2010.01.002

Deangelo, L. E. (1981). Auditor Size and Audit Quality. Journal of Accounting and Economics, 3(July), 183–199.

Dechow, P., Ge, W., & Schrand, C. (2010). Understanding earnings quality: A review of the proxies, their determinants and their consequences. Journal of Accounting and Economics, 50(2–3), 344–401. https://doi.org/10.1016/j.jacceco.2010.09.001

DeFond, M. L., & Jiambalvo, J. (1994). Debt covenant violation and manipulation of accruals. Journal of Accounting and Economics, 17, 145–176.

Draief, S., & Chouaya, A. (2022). The effect of debt maturity structure on earnings management strategies. Managerial Finance, 48(7), 985–1006. https://doi.org/10.1108/MF-07-2021-0314

Fazzari, S. M., Hubbard, R. G., Petersen, B. C., Blinder, A. S., & Poterba, J. M. (1988). Financing Constraints and Corporate Investment. Brookings Papers on Economic Activity, 1988(1), 141–206.

Francis, J. R. (2004). What do we know about audit quality ? *. The British Accounting Review, 36, 345–368. https://doi.org/10.1016/j.bar.2004.09.003

Francis, J. R. (2023). Going big, going small: A perspective on strategies for researching audit quality. British Accounting Review, 55(2), 101167. https://doi.org/10.1016/j.bar.2022.101167

Goh, B. W., Lim, C. Y., Lobo, G. J., & Tong, Y. H. (2016). Conditional Conservatism and Debt versus Equity Financing. Contemporary Accounting Research, 34(1), 216–251. https://doi.org/10.1111/1911

Habib, A., Muhammadi, A. H., & Jiang, H. (2017a). Political connections, related party transactions, and auditor choice: Evidence from Indonesia. Journal of Contemporary Accounting and Economics, 13(1), 1–19. https://doi.org/10.1016/j.jcae.2017.01.004

Habib, A., Muhammadi, A. H., & Jiang, H. (2017b). Political connections and related party transactions: Evidence from Indonesia. The International Journal of Accounting, 1, 45–63. https://doi.org/10.1016/j.intacc.2017.01.004

Habib, A., Wu, J., & Sun, X. S. (2019). Determinants of auditor choice : Review of the empirical literature. December 2018, 308–335. https://doi.org/10.1111/ijau.12163

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate Data Analysis (Seventh Ed).

He, W., Ng, L., Zaiats, N., & Zhang, B. (2017). Dividend policy and earnings management across countries. Journal of Corporate Finance, 42, 267–286. https://doi.org/10.1016/j.jcorpfin.2016.11.014

He, X., Rui, O., Zheng, L., & Zhu, H. (2014). Foreign ownership and auditor choice. https://doi.org/10.1016/j.jaccpubpol.2014.04.002

Hong, N. T. H., Anh, N. T., Hoang, N. T. V., & Minh, D. N. (2023). Corporate governance, external financing, and earnings management: new evidence from an emerging market. Future Business Journal, 9(1), 1–22. https://doi.org/10.1186/s43093-023-00206-3

Houqe, M. N., Ahmed, K., & Zijl, T. Van. (2017). Audit Quality, Earnings Management, and Cost of Equity Capital : Evidence from India. 189, 177–189. https://doi.org/10.1111/ijau.12087

Ismail, N. I., Zakaria, N. B., & Sata, F. H. A. (2015). Auditors Roles Towards the Practice of Earnings Manipulation among the Malaysian Public Firms. Procedia Economics and Finance, 28(April), 145–150. https://doi.org/10.1016/s2212-5671(15)01093-x

Jaggi, B., & Lee, P. (2002). Earnings Management Response to Debt Covenant Violations and Debt Restructuring. Journal of Accounting, Auditing & Finance, 17(4), 295–324. https://doi.org/10.1177/0148558X0201700402

Jensen, C., & Meckling, H. (1976). Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure. Journal of Financial Economics, 3, 305–360.

Kahneman, D., & Tversky, A. (1979). Prospect Theory: An Analysis of Decision under Risk. Econometrica, 47(2), 163–292.

Kartini, K., & Nahda, K. (2021). Behavioral Biases on Investment Decision: A Case Study in Indonesia. Journal of Asian Finance, Economics and Business, 8(3), 1231–1240. https://doi.org/10.13106/jafeb.2021.vol8.no3.1231

Keuangan, O. J. (2019). Siaran Pers : Otoritas Jasa Keuangan Berikan Sanksi Kasus PT Garuda Indonesia (Persero)TBK.

Knechel, W. R., Niemi, L., & Sundgren, S. (2008). Determinants of Auditor Choice : Evidence from a Small Client Market. 88, 65–88.

Kothari, S. P., Mizik, N., & Roychowdhury, S. (2016). Managing for the moment: The role of earnings management via real activities versus accruals in SEO valuation. Accounting Review, 91(2), 559–586. https://doi.org/10.2308/accr-51153

Kurt, A. C., Becker, M. J., Hoitash, R., & Hoitash, U. (2024). Financial Constraints, Auditing, and External Financing. European Accounting Review, 33(4), 1227–1256. https://doi.org/10.1080/09638180.2022.2159471

Laux, V. (2022). Debt Covenants and Accounting Manipulation. The Accounting Review, 97(1), 293–314. https://doi.org/10.2308/TAR-2018-0727

Le, B., & Moore, P. H. (2023). The impact of audit quality on earnings management and cost of equity capital: evidence from a developing market. Journal of Financial Reporting and Accounting, 21(3), 695–728. https://doi.org/10.1108/JFRA-09-2021-0284

Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13, 187–221.

Naz, A., & Sheikh, N. A. (2023). Capital structure and earnings management: evidence from Pakistan. International Journal of Accounting and Information Management, 31(1), 128–147. https://doi.org/10.1108/IJAIM-08-2022-0163

Nursiam, Putri, F.K. and Pardi, P. (2021) ‘The Effect of Audit Fee, Audit Rotation, and Auditor Reputation on Audit Quality’, Jurnal Riset Akuntansi dan Keuangan Indonesia, 6(2). pp. 113–120.

OECD. (2022). Corporate ownership and concentration. Working Papers, No. 27, OECD Publishing, Paris, https://doi.org/10.1787/bc3adca3-en.

Orazalin, N., & Akhmetzhanov, R. (2019). Earnings management, audit quality, and cost of debt: evidence from a Central Asian economy. Managerial Auditing Journal, 34(6), 696–721. https://doi.org/10.1108/MAJ-12-2017-1730

Rajgopal, S., Srinivasan, S., & Zheng, X. (2021). Measuring audit quality. Review of Accounting Studies, 26(2), 559–619. https://doi.org/10.1007/s11142-020-09570-9

Rangan, S. (1998). Earnings management and the performance of seasoned equity offerings. Journal of Financial Economics, 50(1), 101–122. https://doi.org/10.1016/s0304-405x(98)00033-6

Rhodes, A. (2016). The relation between earnings-based measures in firm debt contracts and CEO pay sensitivity to earnings. Journal of Accounting and Economics, 61(1), 1–22. https://doi.org/10.1016/j.jacceco.2015.11.002

Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42, 335–370. https://doi.org/10.1016/j.jacceco.2006.01.002

Saleem, E., & Alzoubi, S. (2018). Audit quality, debt financing, and earnings management : Evidence from Jordan. Journal of International Accounting, Auditing and Taxation, 30(12), 69–84.

Schipper, K. (1989). Commentary on Earnings Management. Accounting Horizon, 91–102.

Scott, W. R. (2015). Financial Accounting Theory (Seventh). Pearson.

Sohn, B. C. (2016). The effect of accounting comparability on the accrual-based and real earnings management. Journal of Accounting and Public Policy, 35(5), 513–539. https://doi.org/10.1016/j.jaccpubpol.2016.06.003

Sony, B., & Bhaduri, S. (2021). Information asymmetry and financing choice between debt, equity, and dual issues by Indian firms. International Review of Economics and Finance, 72, 90–101. https://doi.org/10.1016/j.iref.2020.11.001

Suwarno, A.E., Anggraini, Y.B. and Puspawati, D. (2020). Riset Akuntansi dan Keuangan Indonesia URL : http://journals.ums.ac.id/index.php/reaksi/index Audit Fee, Audit Tenure, Auditor’s Reputation, and Audit Rotation on Audit Quality. Riset Akuntansi dan Keuangan Indonesia, 5(1), pp. 61–70.

Suwarno, A.E., Rahiliya, F.D. and Kusumawati, E. (2021) ‘Earnings Management on Firm Value, Audit Quality, and Managerial Ownership As Moderating Variables’, Riset Akuntansi dan Keuangan Indonesia, 6(2), pp. 132–141. Available at: https://doi.org/10.23917/reaksi.v6i2.16452.

Vernando, A., & Mustakini, J. H. (2025). Earnings and cash flow management using classification shifting: a bibliometric analysis and systematic literature review. International Journal of Accounting and Information Management, 33(3), 582–599. https://doi.org/10.1108/IJAIM-06-2023-0157

Wang, T. S., Lin, Y. M., Werner, E. M., & Chang, H. (2018). The relationship between external financing activities and earnings management: Evidence from enterprise risk management. International Review of Economics and Finance, 58(April), 312–329. https://doi.org/10.1016/j.iref.2018.04.003

Watts, R. L., & Zimmerman, J. L. (1986). Positive Accounting Theory. Prentice-Hall.

Watts, R. L., & Zimmerman, J. L. (1990). Positive accounting theory: A ten year perspective. The Accounting Review, 65(1), 131–156.

Zang, A. Y. (2012). Evidence on the trade-off between real activities manipulation and accrual-based earnings management. The Accounting Review, 87, 675–703. https://doi.org/10.2308/accr-10196

Zhang, L., Zhang, S., & Guo, Y. (2019). The effects of equity financing and debt financing on technological innovation: Evidence from developed countries. Baltic Journal of Management, 14(4), 698–715. https://doi.org/10.1108/BJM-01-2019-0011

Zhang, Y., Uchida, K., & Dong, L. (2020). External financing and earnings management: Evidence from international data. Research in International Business and Finance, 54(June). https://doi.org/10.1016/j.ribaf.2020.101275

Downloads

Submitted

2025-11-01

Accepted

2026-01-06

Published

2025-12-30