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Computer-Aided Text Analysis of Corporate Disclosures - Demonstration and Evaluation of Two Approaches
9 references·8 citing·52 second hop
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(1997)Social Accountability and Corporate Greenwashing (2003)Give the Emperor a Mirror: Toward Developing a Stakeholder Measurement of Organizational Transparency (2008)A review of corporate sustainability reporting tools (SRTs) (2015)Content Analysis for the Social Sciences and Humanities. (1970)The New Organizational Wealth: Managing and Measuring Knowledge-Based Assets (1997)The qualitative content analysis process (2008)Conducting content‐analysis based literature reviews in supply chain management (2012)Qualitative Content Analysis (2014)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)The Cross-Section of Expected Stock Returns (1992)Common risk factors in the returns on stocks and bonds (1993)Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting (2010)Earnings quality: Evidence from the field (2013)The impact of environmental, social, and governance disclosure on firm value: The role of CEO power (2017)Efficient Capital Markets: II (1991)Efficient Capital Markets: II (1991)Exploring public attention about green consumption on Sina Weibo: Using text mining and deep learning (2021)Artificial intelligence and machine learning in finance: A bibliometric review (2022)A literature survey of corporate failure prediction models (2023)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Corporate financing and investment decisions when firms have information that investors do not have (1984)The economic implications of corporate financial reporting (2005)Revisiting the relation between environmental performance and environmental disclosure: An empirical analysis (2007)Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture (2018)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)An improved text mining approach to extract safety risk factors from construction accident reports (2021)
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References

  • 2001Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature7,391 cited
  • 2004Using content analysis as a research method to inquire into intellectual capital reporting1,256 cited
  • 2008Voluntary Disclosure, Earnings Quality, and Cost of Capital1,081 cited
  • 2011Textual Analysis of Corporate Disclosures: A Survey of the Literature605 cited
  • 2012Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications571 cited
  • 2007Lifting the lid on the use of content analysis to investigate intellectual capital disclosures501 cited
  • 2007Drivers of corporate voluntary disclosure415 cited
  • 1994Computerized Content Analysis in Management Research: A Demonstration of Advantages & Limitations274 cited
  • 2002The information gap in annual reports150 cited

Cited by

  • 2020Comprehensive review of text-mining applications in finance169 cited
  • 2017A comparison of content analysis usage and text mining in CSR corporate disclosure74 cited
  • 2019Inside the Black Box of Dictionary Building for Text Analytics: A Design Science Approach46 cited
  • 2024Climate change disclosure and evolving institutional investor salience: Roles of the Principles for Responsible Investment24 cited
  • 2018The role of the notes to the financial statements in corporate decision-making

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19 cited
  • 2018Identifying Landscape Perceptions of Visitors’ to the Taean Coast National Park Using Social Media Data - Focused on Kkotji Beach, Sinduri Coastal Sand Dune, and Manlipo Beach -12 cited
  • 2018MUHASEBEDE ANALİZ YÖNTEMİ OLARAK METİN MADENCİLİĞİ6 cited
  • 2020Analysis of Articles Related to Quantum Mechanics by Using Topic Modeling: Focus on Comparing LDA, CTM, STM Models2 cited