EventsThe 1st International Online Conference on Risk and Financial Management
Published
This submission belongs to the session S3. AI in Financial Reporting and Auditing of the event The 1st International Online Conference on Risk and Financial Management
Published date
13 Jun, 2025
Academic Editor
author-avatarMahmoud Elmarzouky
Citation
Yanying Li, Yinong Liu, Shi Chen, The Readability Level in Annual Reports of Chinese Listed Companies and the Manipulative Behaviors of Managers for Self-Serving Incentives, in Proceedings of The 1st International Online Conference on Risk and Financial Management, 17 June–18 June 2025, MDPI: Basel, Switzerland
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The Readability Level in Annual Reports of Chinese Listed Companies and the Manipulative Behaviors of Managers for Self-Serving Incentives

Shi Chen 2
1. School of Management & Engineering, Nanjing University, Nanjing 210093, China, China
2. Alfred Lerner College of Business and Economics, University of Delaware, Newark, DE 19716, USA, USA
Abstract

Since the implementation of registration system reform, the information disclosure mechanisms of Chinese listed companies have consistently garnered attention. The purpose of information disclosure is to effectively transfer information from within an organization to external parties, with public texts serving a crucial role in this process. However, the conciseness and accuracy of this information largely depend on the willingness and strategy of the discloser. Based on this, this paper aims to construct a systematic readability assessment system using linguistics theories, comprising 14 sub-indicators from four dimensions—Morphology, Grammar, Semantics, and Multimodal—to measure the comprehensive readability level in the annual reports of listed companies through a hierarchical dimensionality reduction method. Furthermore, this paper explores the manipulative information disclosure strategies of managers driven by self-serving incentives. This paper selected more than 4000 listed companies as the sample for its empirical analysis. It is revealed that companies with poor operating results in the current period tend to have low readability levels in their annual reports. The readability level in the current period has a positive impact on the stock market in the next one to three years, especially for companies with stock returns below the industry average. Moreover, companies with lower readability levels in their annual reports tend to demonstrate higher excess compensation of their managers. This paper provides insights into the regulatory policy and the review framework for information disclosure in the context of registration system reform.

Keywords
Readability
NLP
Managerial opportunism
Self-serving incentives
Manipulative behaviors
Information disclosure
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