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August 10, 2026Africa Journal of Management0 citations

Corporate governance disclosure among African firms: A text mining perspective

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AAAlbert AcheampongFOFreeman Brobbey OwusuDMDafydd Mali

Key Points

  • This research focuses on analyzing corporate governance disclosures in Africa to understand their scope and trends.
  • Textual analysis of annual reports from 52 firms across various African countries over nine years.
  • Employing Python-based text mining techniques to identify disclosure patterns in seven corporate governance categories.
  • Comparative analysis of disclosure levels based on firm size and sector, particularly in banking and telecommunications.
  • Board Structure and Functioning, and Audit and Risk Management are the most frequently disclosed categories.
  • Disclosures related to Ethics and Compliance, and Compensation and Remuneration are significantly lower due to reluctance to share sensitive information.
  • A gradual increase in disclosures was observed, especially in Transparency and Disclosure and Shareholder Rights and Relations.

Abstract

We examine corporate governance (CG) disclosures in Africa, examining the scope, pattern, trends, and extent of disclosures. We employ textual analysis of annual reports from 52 firms across various African countries and sectors, spanning nine years. Using Python-based text mining techniques, we identify disclosure patterns across seven corporate governance categories. Our findings reveal that Board Structure and Functioning and Audit and Risk Management are the most frequently disclosed categories. Conversely, disclosures in Ethics and Compliance and Compensation and Remuneration are significantly lower, reflecting a reluctance to disclose sensitive information in the absence of strict regulatory mandates. Sectoral variations were evident, with larger firms and those in heavily regulated industries, such as banking and telecommunications, exhibiting higher disclosure levels. The trend analysis shows a gradual increase in corporate governance disclosure over the period, particularly in Transparency and Disclosure and Shareholder Rights and Relations. The study highlights the potential of enhanced corporate governance disclosures to attract investment, improve stakeholder trust, and support sustainable business practices. However, the lower disclosure levels in Ethics and Compliance and Compensation and Remuneration highlight the need for more stringent regulatory frameworks and enforcement mechanisms in Africa.

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Cite This Study

Acheampong et al. (2026) studied this question.

synapsesocial.com/papers/6a797ce09c20a9bbd3184027https://doi.org/10.1080/23322373.2026.2688063
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