MD&A 披露对公司业绩的影响:面板量子回归分析

Vijay Singh, Himani Singla
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引用次数: 0

摘要

为了了解这种量级效应,首先采用了OLS技术,然后运用量级回归方法探讨了MD&A披露对公司业绩在低量级和高量级上的影响。研究结果表明,MD&A 披露与企业绩效之间存在负向但显著的关系,支持绩效好时的 "竞争劣势 "和绩效差时的 "管理印象策略 "两种管理策略。此外,就其他公司治理变量而言,董事会规模和董事会中独立董事的数量都只在高分位数的情况下才具有正向显著性,这表明绩效与 MD&A 披露之间的关系具有异质性。因此,本研究的总体结论支持这些结果与代理理论和利益相关者理论相矛盾,因为经理人并没有很好地代表投资者行事,只有当他们受到拥有更多独立董事的大型董事会的控制时,他们才会很好地工作。 原创性/价值 据作者所知,迄今为止,还没有研究采用量化回归的方法来评估公司业绩不同水平下 MD&A 披露对公司业绩的影响,而量化回归能更有力地揭示经理人对公司业绩不同水平的看法。换句话说,本研究强调了公司业绩好坏与 MD&A 报告中提供的信息有何不同这一重要信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effect of MD&A disclosures on corporate performance: a panel quantile regression analysis
PurposeThe study aims to examine how the information disclosed by the managers in the management discussion and analysis (MD&A) reports varies at the different levels of corporate performance.Design/methodology/approachTo understand this quantile effect, first OLS technique was adopted and then, the quantile regression method was applied to explore the impact of MD&A disclosures on the firm performance across the lower and upper quantiles. The sample size for the study is 490 firms’ year observations for the period 2016–2022.FindingsThe results of the study demonstrate the negative but significant relationship between MD&A disclosures and corporate performance, supporting the two management strategies of “competitive disadvantage” in case of good performance and “management impression strategy” in case of poor performance. Furthermore, with other corporate governance variables, both the size of the board and the number of independent directors on the board are positively significant only in the case of the upper quantile indicating the heterogeneity in the relationship between the performance and the MD&A disclosures. Therefore, the overall findings of the study support that these results contradict the agency theory and the stakeholders’ theory as managers are not acting well as agents on behalf of the investors and work well only when they are controlled by the large board having more independent directors.Originality/valueTo the best of the authors’ knowledge, no study so far has incorporated quantile regression to assess the effect of MD&A disclosures on company performance at various levels of the firm performance, which gives more robust insights about the viewpoint of the managers on the different level of the firm performance. In other words, this study highlights the important information as to how the information provided in the MD&A reports varies as per the good or poor performance of the companies.
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