Textual Defense under Contextual Pressure: R&D Accounting Choices, Regulatory Inquiries, and the Evolution of Footnote Obfuscation

Shijia Chen

doi:10.54691/sd2n7q53

Authors

Shijia Chen

DOI:

https://doi.org/10.54691/sd2n7q53

Keywords:

Textual Obfuscation; Notes to Financial Statements; Regulatory Inquiry Letters; Natural Language Processing (NLP).

Abstract

With the increasing stringency of financial statement presentation formats in China's capital market and the normalization of "penetrative" inquiry supervision, corporate earnings management is gradually shifting from numerical to covert textual manipulation. This paper explores how the management of STAR Market semiconductor enterprises, operating under high technical cognitive barriers, utilizes audited financial statement notes to implement text obfuscation strategies. Based on Eisenhardt's multi-case theory construction paradigm, this study selects four chip enterprises with distinctly polarized characteristics and uses NLP technology to conduct longitudinal tracking and cross-case comparisons of their R&D disclosure texts from 2019 to 2025. The findings reveal that deep financial pressure is more likely to trigger "syntactic obfuscation" than aggressive accounting policy choices, as pressured enterprises build implicit defenses by stretching syntactic complexity. Furthermore, rather than deliberately piling up professional terms, management expands text using template-like, redundant descriptions lacking incremental information. This creates a "watering-down effect" that reduces the concentration of core accounting terms under the guise of formal compliance, thereby increasing readers' cognitive load. Additionally, external inquiry supervision exerts a significant "asymmetric impact" on heterogeneous enterprises. While it prompts stable firms to clarify information, it inadvertently intensifies the defensive instincts of problem enterprises, driving them into a strategic loop where more regulation leads to more obfuscation. Ultimately, this study breaks through the limitations of traditional MD&A tone analysis and static word frequency statistics. It enriches management obfuscation theory within specific institutional contexts and provides a forward-looking early warning scale, enabling regulatory authorities to shift from single-content compliance reviews to the "dual monitoring of content and structure.

Downloads

Download data is not yet available.

References

[1] Mohanram, P., Sun, W., Xin, B., & Zhu, J. (2025). Does financial information presentation format matter? Evidence from Chinese firms' reporting of research and development expense. Review of Accounting Studies, 30(2), 1638–1682.

[2] Cassell, C., Cunningham, L., & Lisic, L. (2019). The readability of company responses to SEC comment letters and SEC 10-K filing review outcomes. Review of Accounting Studies, 24(4), 1252–1276.

[3] Aldahray, A. (2024). Notes readability and discretionary accruals. Revista De Contabilidad-Spanish Accounting Review, 27(2), 229–238.

[4] Firth, M., Wang, K., & Wong, S. (2015). Corporate transparency and the impact of investor sentiment on stock prices. Management Science, 61(7), 1630–1647.

[5] Chen, Y., Hu, N., Cao, Y., Guo, S., & Wang, Y. (2024). The information effect versus governance effect of comment letters: Evidence from the cost of equity capital. International Review of Finance, 24(4), 714–742.

[6] Yao, X., Yang, W., Feng, C., & Li, Z. (2025). Reading between the lines: Detecting corporate financial fraud using multi-dimensional textual features. Information Systems Frontiers.

[7] Shauki, E., & Oktavini, E. (2022). Earnings management and annual report readability: The moderating effect of female directors. International Journal of Financial Studies, 10(3), 1–11.

[8] Gounopoulos, D., Huang, W., & Yang, M. (2025). Innovation and annual report readability. Research Policy, 54(8), 1–22.

[9] Thong, R. (2018). Transparency and firm innovation. Journal of Accounting & Economics, 66(1), 67–93.

[10] Hu, N., Xu, J., & Xue, S. (2022). Regulatory risk and auditors' reporting conservatism: Evidence from Chinese comment letters. Journal of Accounting and Public Policy, 41(6), 1–19.

[11] Ahn, J., & Chung, H. (2025). Product market competition and disclosure deficiencies in different mandatory filing types: Evidence from SEC comment letters. Research in International Business and Finance, 73, 1–15.

[12] Ryans, J. (2021). Textual classification of SEC comment letters. Review of Accounting Studies, 26(1), 37–80.

[13] Stellner, B. (2022). Readability of annual reports on the Vienna Stock Exchange: A test of management obfuscation hypothesis. Central European Business Review, 11(5), 49–66.

[14] Hesarzadeh, R., & Rajabalizadeh, J. (2020). Does Securities Commission oversight reduce the complexity of financial reporting? Revista De Contabilidad-Spanish Accounting Review, 23(1), 1–17.

[15] Bozanic, Z., Dietrich, J., & Johnson, B. (2017). SEC comment letters and firm disclosure. Journal of Accounting and Public Policy, 36(5), 337–357.

[16] Eisenhardt, K. (2021). What is the Eisenhardt method, really? Strategic Organization, 19(1), 147–160.

[17] Johnston, R., & Petacchi, R. (2017). Regulatory oversight of financial reporting: Securities and Exchange Commission comment letters. Contemporary Accounting Research, 34(2), 1128–1155.

[18] Jain, A., & Madadian, O. (2026). Financial statement comparability and qualitative disclosures. Journal of Accounting and Public Policy, 56, 1–26.