The application of big data technology to global tax management is becoming increasingly widespread. China has been implementing increasingly mature technologies for tax governance using big data systems in recent years. By collecting data through web scraping on the earliest implementation times of big data tax administration in various provinces of China, we explore the relationship between big data tax administration and corporate bank credit in emerging markets. Our results show that big data tax administration enhances firms’ ability to obtain bank loans. Mechanism tests indicate that big data tax administration improves the quality of corporate information disclosure, facilitating access to bank credit loans. We find that big data tax administration improves the corporate financing environment, enhancing the efficiency of resource allocation in the credit market.
This research contributes to understanding the spillover effect of customer digital transformation along the supply chain. We take a supply chain relationship perspective to explore the influence of customers’ digital transformation on suppliers’ audit fees and find a significant reduction in such fees when customers undergo digital transformation. An economic mechanism analysis reveals that this transformation reduces audit fees by lowering the risks and costs encountered by auditors. This is achieved by mitigating suppliers’ business risks and improving earnings quality. Heterogeneity analysis reveals that the impact of customers’ digital transformation on suppliers’ audit fees is more pronounced when the supply chain is geographically distant, suppliers with more specific investments and with high levels of market competition.
This study investigates whether and how customer firms’ environmental, social and governance (ESG) performance impacts suppliers’ green innovation quality using a sample of Chinese A-share listed companies from 2009 to 2022. We find that customers’ ESG performance facilitates suppliers’ green innovation quality through green learning and corporate competition. Additional tests indicate that customers with stickier customer–supplier relationships and a more central position in the supply chain network than peers enhance suppliers’ green innovation quality. After categorizing whether customers engage in greenwashing, we determine that those adherence to green principles, genuinely promote suppliers’ green innovation quality. Finally, we find the above effect ultimately enhances suppliers’ environmental performance. This study provides valuable insights for supply chain companies into collaboratively achieving sustainable development.
In this study, we find that relative to firms with less media coverage, stock price sensitivity to positive (negative) earnings surprises in earnings announcements of firms with greater media coverage is stronger (weaker). This asymmetry in the effect of media coverage on stock price sensitivity to positive versus negative earnings surprises suggests that greater media coverage of earnings announcements intensifies stock price reactions to positive earnings surprises but attenuates reactions to negative earnings surprises. Moreover, we find that negative earnings news is less persistent for firms with greater media coverage. Overall, our findings support the conjecture that greater media coverage increases managers’ incentive to avoid future negative news, thereby reducing the persistence of poor financial performance and weakening price reactions to negative earnings news.
Environmental, social and governance (ESG) practices are pivotal to global sustainability yet face challenges. Based on the implementation of Golden Tax Project III, we find that big data tax administration decreases corporate ESG performance. Mechanism tests indicate that Golden Tax Project III can reduce tax avoidance, cash flow and green innovation, thereby inhibiting ESG through the “taxation effect.” Conversely, the project can reduce agency costs and improve information transparency, thus promoting ESG performance through the “governance effect.” Overall, however, the project inhibits corporate ESG performance. According to further analysis, the negative effect on ESG performance mainly impacts the environmental responsibility (E) element. This paper provides insights relevant to advancing China’s “dual carbon” policy and formulating a “Chinese approach” to global sustainable development.
To improve the usefulness of audit opinions, on 23 March 2021, the China Securities Regulatory Commission mandated that auditors disclose overall quantitative materiality of consolidated financial statements in special explanations of modified audit opinions. This paper selects Chinese A-share companies issued with modified audit opinions for the period of 2020–2022 as the research sample and analyzes the assessment of materiality in audit practice and the informativeness of audit materiality. Our findings are as follows. (1) The most commonly used bases for materiality by auditors are profit and income, with considerable differences in the percentages applied to the different bases and variations even within the same base. (2) The higher the materiality amount, the poorer the audit quality. This negative correlation is mainly observed in scenarios where the audited companies engage in downward earnings management and where the competency of audit firms or auditors is relatively low. (3) Companies that disclose quantitative materiality in the special explanations of modified audit opinions have a lower earnings response coefficient than companies that do not disclose audit materiality. This research sheds light on the “black box” of the audit process and verifies the information value of audit materiality. The conclusions are of significant value to auditing standard-setters, investors and regulators.

