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Measuring Corporate Human Capital Disclosures: Lexicon, Data, Code, and Research Opportunities

  • Human capital (HC) is gaining importance in corporate value creation, but lacks defined measurement and disclosure rules.
  • Researchers developed a comprehensive list of HC-related keywords classified into five subcategories using a machine learning algorithm.
  • The subcategories include DEI, health and safety, labor relations and culture, compensation and benefits, and demographics and other.
  • The lexicon, corporate HC disclosures, and Python code used in the study are shared.
  • The data and code provided can be used by researchers to analyze corporate human capital disclosures.
  • Examples of using the data and code, including fine-tuning a BERT model, are detailed in the research.
  • The HC lexicon can be used by researchers to analyze corporate communications and address HC-related questions.
  • Future research opportunities related to HC management and disclosure are discussed.
  • The study aims to provide a tool for researchers to analyze the multidimensional aspects of HC management in corporations.

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