Role of Earnings Management and Digitalization in Explaining the Relationship Between Audit Quality and Value Addition: Insights from China

Authors

  • Ozair Siddiqui International Islamic University Islamabad (IIUI) Pakistan
  • Abdul Raheman International Islamic University Islamabad (IIUI) Pakistan

DOI:

https://doi.org/10.52461/sabas.v7i1.3749

Keywords:

Audit Quality, Earnings Management, ESG, Capital Constraints, Agency Theory, Stakeholder Theory

Abstract

This study examines the complex relationship of audit quality and value addition, considering the mediating roles of access to finance and ESG performance, and moderating roles of digitalization and earnings management in Chinese non-financial firms. Seemingly Unrelated Regression (SUR) system is used for unbalanced panel data to test the parallel mediation and double moderation proposed. Our findings show that the relationship between audit quality and value addition is in fact quite complex. Where ESG performance and capital constraints show a full, parallel, and negative mediating role between audit fees and value addition. Similarly, digitization positively moderates the association of audit fees and capital constraints, and earnings management negatively moderates the association between audit fees and both mediators. Given China’s unique institutional environment, characterized by state-influenced financing structures and rapid digital transformation, these findings offer valuable insights into how audit quality interacts with technology and sustainability in adding value for firms. Our findings suggest that Chinese firms need to integrate digitalization with ESG metrices, to ensure value addition. Finally, policymakers in China also need to consider the consequence of improved audit quality on capital access of firms and promote transparency in ESG reporting that may help support firms in value addition without being penalized by overly conservative investor reactions.

Author Biographies

Ozair Siddiqui, International Islamic University Islamabad (IIUI) Pakistan

PhD Scholar, International Islamic University Islamabad (IIUI) Pakistan.

Abdul Raheman, International Islamic University Islamabad (IIUI) Pakistan

Professor, International Islamic University Islamabad (IIUI) Pakistan.

References

Abba, M., Hamidu, I., Kakanda, M. M., & Hanga, B. Y. (2023). Intellectual Capital, Financial Performance, and Enterprise Value of Listed Technological Companies in Nigeria. International Research Journal of Economics and Management Studies, 2(2), 181–191. https://doi.org/10.56472/25835238/IRJEMS-V2I2P121

Abu Afifa, M. M., Saleh, I., & Taqatqah, F. (2023). Mediating influence of earnings management in the nexus between audit quality and company value: new proof from Jordanian market. Accounting Research Journal, 36(2/3), 148–165. https://doi.org/10.1108/ARJ-03-2021-0102

Achim, M. V., Văidean, V.-L., Popa, A.-I. S., & Safta, L.-I. (2022). The impact of corporate governance on the digitalization process: empirical evidence for the Romanian companies. Digital Finance, 4(4), 313–340. https://doi.org/10.1007/s42521-022-00058-6

Alkebsee, R. H., Tian, G.-L., Usman, M., Siddique, M. A., & Alhebry, A. A. (2021). Gender diversity in audit committees and audit fees: evidence from China. Managerial Auditing Journal, 36(1), 72–104. https://doi.org/10.1108/MAJ-06-2019-2326

Alrashidi, R., Baboukardos, D., & Arun, T. (2021). Audit fees, non-audit fees and access to finance: Evidence from India. Journal of International Accounting, Auditing and Taxation, 43, 100397. https://doi.org/10.1016/j.intaccaudtax.2021.100397

Alyaarubi, H. J., Alkindi, D. S., & Ahmed, E. R. (2021). Internal Auditing Quality and Earnings Management: Evidence from Sultanate of Oman. Journal of Governance and Integrity, 4(2), 115–124. https://doi.org/10.15282/jgi.4.2.2021.6054

Austin, A. A., Carpenter, T. D., Christ, M. H., & Nielson, C. S. (2021). The Data Analytics Journey: Interactions Among Auditors, Managers, Regulation, and Technology*. Contemporary Accounting Research, 38(3), 1888–1924. https://doi.org/10.1111/1911-3846.12680

Baatwah, S. R., Almoataz, E. S., Omer, W. K., & Aljaaidi, K. S. (2024). Does KAM disclosure make a difference in emerging markets? An investigation into audit fees and report lag. International Journal of Emerging Markets, 19(3), 798–821. https://doi.org/10.1108/IJOEM-10-2021-1606

Bae, G. S., Choi, S. U., Lamoreaux, P. T., & Lee, J. E. (2021). Auditors’ Fee Premiums and Low‐Quality Internal Controls*. Contemporary Accounting Research, 38(1), 586–620. https://doi.org/10.1111/1911-3846.12602

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173

Bax, K., Sahin, Ö., Czado, C., & Paterlini, S. (2023). ESG, risk, and (tail) dependence. International Review of Financial Analysis, 87, 102513. https://doi.org/10.1016/j.irfa.2023.102513

Biørn, E. (2004). Regression systems for unbalanced panel data: a stepwise maximum likelihood procedure. Journal of Econometrics, 122(2), 281–291. https://doi.org/10.1016/j.jeconom.2003.10.023

Biørn, E. (2014). Estimating SUR system with random coefficients: the unbalanced panel data case. Empirical Economics, 47(2), 451–468. https://doi.org/10.1007/s00181-013-0753-y

Brazel, J. F., Ehimwenma, E., & Koreff, J. (2022). Do Different Data Analytics Impact Auditors’ Decisions? Current Issues in Auditing, 16(2), P24–P38. https://doi.org/10.2308/CIIA-2021-031

Breusch, T. S., & Pagan, A. R. (1979). A Simple Test for Heteroscedasticity and Random Coefficient Variation. Econometrica, 47(5), 1287. https://doi.org/10.2307/1911963

Broock, W. A., Scheinkman, J. A., Dechert, W. D., & LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric Reviews, 15(3), 197–235. https://doi.org/10.1080/07474939608800353

Buchdadi, A. D., Sholeha, A., & Ahmad, G. N. (2020). The influence of financial literacy on SMEs performance through access to finance and financial risk attitude as mediation variables. Academy of Accounting and Financial Studies Journal, 24(5), 1–15.

Capelli, P., Ielasi, F., & Russo, A. (2023). Integrating ESG risks into value-at-risk. Finance Research Letters, 55, 103875. https://doi.org/10.1016/j.frl.2023.103875

Chen, J. Z., Elemes, A., Hope, O.-K., & Yoon, A. S. (2023). Audit-Firm Profitability: Determinants and Implications for Audit Outcomes. European Accounting Review, 1–28. https://doi.org/10.1080/09638180.2023.2169735

Choi, S. U., Na, H. J., & Lee, K. C. (2023). Does explanatory language convey the auditor’s perceived audit risk? A study using a novel big data analysis metric. Managerial Auditing Journal, 38(6), 783–812. https://doi.org/10.1108/MAJ-10-2021-3342

Cornaggia, J., & Li, J. Y. (2019). The value of access to finance: Evidence from M&As. Journal of Financial Economics, 131(1), 232–250. https://doi.org/10.1016/j.jfineco.2018.09.003

Costa, C. M., & Soares, J. M. M. V. (2022). Standard Jones and Modified Jones: An Earnings Management Tutorial. Revista de Administração Contemporânea, 26(2). https://doi.org/10.1590/1982-7849rac2022200305.en

Denner, M.-S., Püschel, L. C., & Röglinger, M. (2018). How to Exploit the Digitalization Potential of Business Processes. Business & Information Systems Engineering, 60(4), 331–349. https://doi.org/10.1007/s12599-017-0509-x

Diaye, M.-A., Ho, S.-H., & Oueghlissi, R. (2022). ESG performance and economic growth: a panel co-integration analysis. Empirica, 49(1), 99–122. https://doi.org/10.1007/s10663-021-09508-7

Dickey, D. A., & Fuller, W. A. (1981). Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root. Econometrica, 49(4), 1057. https://doi.org/10.2307/1912517

Durbin, J., & Watson, G. S. (1950). Testing for Serial Correlation in Least Squares Regression: I. Biometrika, 37(3/4), 409. https://doi.org/10.2307/2332391

Faiteh, A., & Aasri, M. R. (2022). Internal Audit and Added Value: What is the Relationship? Literature Review. Universal Journal of Accounting and Finance, 10(3), 666–675. https://doi.org/10.13189/ujaf.2022.100304

Fan, J. P. H., Wei, K. C. J., & Xu, X. (2011). Corporate finance and governance in emerging markets: A selective review and an agenda for future research. In Journal of Corporate Finance (Vol. 17, Issue 2, pp. 207–214). https://doi.org/10.1016/j.jcorpfin.2010.12.001

Fang, M., Nie, H., & Shen, X. (2023). Can enterprise digitization improve ESG performance? Economic Modelling, 118, 106101. https://doi.org/10.1016/j.econmod.2022.106101

Fedyk, A., Hodson, J., Khimich, N., & Fedyk, T. (2022). Is artificial intelligence improving the audit process? Review of Accounting Studies, 27(3), 938–985. https://doi.org/10.1007/s11142-022-09697-x

Fei, Y., & Zhou, Y. (2023). Intelligent Prediction Model of Shanghai Composite Index Based on Technical Indicators and Big Data Analysis. Highlights in Business, Economics and Management, 17, 370–389. https://doi.org/10.54097/hbem.v17i.11486

Freeman, R. E. (2010). Strategic management: A stakeholder approach.

Gebauer, H., Fleisch, E., Lamprecht, C., & Wortmann, F. (2020). Growth paths for overcoming the digitalization paradox. Business Horizons, 63(3), 313–323. https://doi.org/10.1016/j.bushor.2020.01.005

Harrington, L. M. B. (2016). Sustainability Theory and Conceptual Considerations: A Review of Key Ideas for Sustainability, and the Rural Context. Papers in Applied Geography, 2(4), 365–382. https://doi.org/10.1080/23754931.2016.1239222

Hayes, A. F., & Rockwood, N. J. (2020). Conditional Process Analysis: Concepts, Computation, and Advances in the Modeling of the Contingencies of Mechanisms. American Behavioral Scientist, 64(1), 19–54. https://doi.org/10.1177/0002764219859633

Hunt, E., Hunt, J., Richardson, V. J., & Rosser, D. (2022). Auditor Response to Estimated Misstatement Risk: A Machine Learning Approach. Accounting Horizons, 36(1), 111–130. https://doi.org/10.2308/HORIZONS-19-139

Hussain, A., Akbar, M., Khan, M. K., Sokolová, M., & Akbar, A. (2022). The Interplay of Leverage, Financing Constraints and Real Earnings Management: A Panel Data Approach. Risks, 10(6), 110. https://doi.org/10.3390/risks10060110

IIA. (2021). Internal Auditor’s Role in ESG Reporting. https://www.theiia.org/globalassets/documents/communications/2021/june/white-paper-internal-audits-role-in-esg-reporting.pdf

Indarti, M. G. K., & Widiatmoko, J. (2021). The Effects of Earnings Management and Audit Quality on Cost of Equity Capital: Empirical Evidence from Indonesia. The Journal of Asian Finance, Economics and Business, 8(4), 769–776. https://doi.org/10.13106/jafeb.2021.vol8.no4.0769

Jarque, C. M., & Bera, A. K. (1980). Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Economics Letters, 6(3), 255–259. https://doi.org/10.1016/0165-1765(80)90024-5

Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/10.1016/0304-405X(76)90026-X

Kaplan, S. N., & Zingales, L. (1997). Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints? The Quarterly Journal of Economics, 112(1), 169–215. https://doi.org/10.1162/003355397555163

Kartikasary, M., Paramastri Hayuning Adi, M., Marojahan Sitinjak, M., Hardiyansyah, & Yolanda Sari, D. (2023). Environmental, Social and Governance (ESG) Report Quality and Firm Value in Southeast Asia. E3S Web of Conferences, 426, 02087. https://doi.org/10.1051/e3sconf/202342602087

Konurbaeva, D. (2022). Importance of Intangible Assets in the Digitalization. German International Journal of Modern Science, 18, 18–22.

Kothari, S. P., Leone, A. J., & Wasley, C. E. (2005). Performance matched discretionary accrual measures. Journal of Accounting and Economics, 39(1), 163–197. https://doi.org/10.1016/j.jacceco.2004.11.002

Lari Dasht Bayaz, M., & Hassanpour, M. (2019). Audit Quality, Risk-Taking, and Value Creation: Iranian Evidence. Iranian Journal of Accounting, Auditing and Finance, 3(1), 97–111. https://doi.org/10.22067/ijaaf.v3i1.88752

Latif, K., Bhatti, A. A., & Raheman, A. (2017). Earnings Quality: A Missing Link between Corporate Governance and Firm Value. Business & Economic Review, 9(2), 255–279. https://doi.org/10.22547/BER/9.2.11

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

Lim, C. Y., Lobo, G. J., Rao, P., & Yue, H. (2022). Financial capacity and the demand for audit quality. Accounting and Business Research, 52(1), 1–37. https://doi.org/10.1080/00014788.2020.1824116

Lugli, E., & Bertacchini, F. (2023). Audit quality and digitalization: some insights from theItalian context. Meditari Accountancy Research, 31(4), 841–860. https://doi.org/10.1108/MEDAR-08-2021-1399

Niazi, B., & Siddiqui, O. (2024). Pakistan’s Commitment to Sustainable Development—Mapping Annual Expenditure with Selected Priority SDG Targets. In D. Crowther & S. Seifi (Eds.), CSR, Governance and Value (pp. 197–222). Springer. https://doi.org/10.1007/978-981-97-4795-5_9

Omer, W. K. H., Aljaaidi, K. S., & Habtoor, O. S. (2020). Board Quality, Audit Quality and Economic Firm Value: The Case of Manufactured Saudi’s Listed Companies. Quality Management, 21(178), 96–102.

Phillips, P. C. B., & Perron, P. (1988). Testing for a Unit Root in Time Series Regression. Biometrika, 75(2), 335. https://doi.org/10.2307/2336182

PwC. (2021). Rising Role of Audit in ESG Reporting. https://uaeiaa.org/wp-content/uploads/2021/11/Rising-Role-of-Audit-in-ESG-Reporting.pdf

Schipper, K. (1989). Earnings management. Accounting Horizons, 3–4.

Șerban, R.-A., Mihaiu, D. M., & Țichindelean, M. (2022). Environment, Social, and Governance Score and Value Added Impacts on Market Capitalization: A Sectoral-Based Approach. Sustainability, 14(4), 2069. https://doi.org/10.3390/su14042069

Siddiqui, O., Khan, N., & Sohail, M. K. (2024). The Three ESG Pillars, Firm Value and Financial Performance: A Comparison of Developed and Emerging Markets. NICE Research Journal, 17(2), 1–14. https://doi.org/10.51239/nrjss.v17i2.446

Siddiqui, O., Sohail, M. K., & Niazi, B. (2024). Non-linearity between ESG and Firm Value, Risk, and Performance: A Comparison of Developing and Developed Markets. Journal of Innovative Research in Management Sciences, 5(1). https://doi.org/10.62270/jirms.v5i1.57

Signori, S., San-Jose, L., Retolaza, J. L., & Rusconi, G. (2021). Stakeholder Value Creation: Comparing ESG and Value Added in European Companies. Sustainability, 13(3), 1392. https://doi.org/10.3390/su13031392

Sihombing, R. P., Narsa, I. M., & Harymawan, I. (2023). Big data analytics and auditor judgment: an experimental study. Accounting Research Journal, 36(2/3), 201–216. https://doi.org/10.1108/ARJ-08-2022-0187

Silitonga, W. P., Ramadhani, R. A., & Nugroho, R. (2019). The Effect Of Economics Value-Added, Market Value-Added, Total Asset Ratio, And Price Earnings Ratio On Stock Return. Jurnal Akuntansi Trisakti, 5(2), 239–252. https://doi.org/10.25105/jat.v5i2.4866

Tan, W., Cai, Y., Luo, H., Zhou, M., & Shen, M. (2024). ESG, technological innovation and firm value: evidence from china. International Review of Financial Analysis, 96, 103546. https://doi.org/10.1016/j.irfa.2024.103546

Todaro, D. L., & Torelli, R. (2024). From greenwashing to ESG‐washing: A focus on the circular economy field. Corporate Social Responsibility and Environmental Management, 31(5), 4034–4046. https://doi.org/10.1002/csr.2786

Windsor, D. (2017). Value Creation Theory: Literature Review and Theory Assessment (pp. 75–100). https://doi.org/10.1108/S2514-175920170000004

Zumente, I., & Bistrova, J. (2021). ESG Importance for Long-Term Shareholder Value Creation: Literature vs. Practice. Journal of Open Innovation: Technology, Market, and Complexity, 7(2), 127. https://doi.org/10.3390/joitmc7020127

Downloads

Published

2025-06-30