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Corporate social responsibility reports: topic analysis and big data approach
9 references·16 citing·57 second hopsampled
Corporate social responsibility reports: topic analysis and big data approach (2019)Corporate social responsibility reports: …The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation (2017)The evolution of 10-K textual…Saying more with less? Disclosure conciseness, completeness and balance in Integrated Reports (2017)Saying more with less? Disclo…Do Chinese state subsidies affect voluntary corporate social responsibility disclosure? (2017)Do Chinese state subsidies af…A plain English measure of financial reporting readability (2017)A plain English measure of fi…Reconsidering the ‘Symmetry’ Between Institutionalization and Professionalization: The Case of Corporate Social Responsibility Managers (2016)Reconsidering the ‘Symmetry’ …Textual analysis and international financial reporting: Large sample evidence (2015)Textual analysis and internat…Organized hypocrisy, organizational façades, and sustainability reporting (2015)Organized hypocrisy, organiza…Contents and Determinants of Corporate Social Responsibility Website Reporting in Sub-Saharan Africa: A Seven-Country Study (2015)Contents and Determinants of …Exploring the reliability of social and environmental disclosures content analysis (1999)Exploring the reliability of …Automated Thematic Analysis of CSR Reports Using Machine Learning (2025)Automated Thematic Analysis o…Renovation in environmental, social and governance (ESG) research: the application of machine learning (2023)Renovation in environmental, …ESG in the financial industry: What matters for rating analysts? (2023)ESG in the financial industry…ESG Discourse Analysis Through BERTopic: Comparing News Articles and Academic Papers (2023)ESG Discourse Analysis Throug…Do ESG factors improve utilities corporate efficiency and reduce the risk perceived by credit lending institutions? An empirical analysis (2023)Do ESG factors improve utilit…Characterization of CSR, ESG, and Corporate Citizenship through a Text Mining-Based Review of Literature (2023)Characterization of CSR, ESG,…Automated text analyses of sustainability & integrated reporting. A literature review of empirical-quantitative research (2023)Automated text analyses of su…Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data (2022)Machine and expert judgments …Exploring investment processes between traditional venture capital investors and sustainable start-ups (2022)Exploring investment processe…Evaluating and managing the sustainability of investments in green and sustainable chemistry: An overview of sustainable finance approaches and tools (2022)Evaluating and managing the s…Do data-driven CSR initiatives improve CSR performance? The importance of big data analytics capability (2022)Do data-driven CSR initiative…What do stakeholders in the construction industry look for in non-financial disclosure and what do they get? (2021)What do stakeholders in the c…A Text-Mining Analysis on the Review of the Non-Financial Reporting Directive: Bringing Value Creation for Stakeholders into Accounting (2021)A Text-Mining Analysis on the…Impact of directors' networks on corporate social responsibility: A cross country study (2020)Impact of directors' networks…A topic analysis method based on a three-dimensional strategic diagram (2020)A topic analysis method based…Financial Data Science: The Birth of a New Financial Research Paradigm Complementing Econometrics? (2019)Financial Data Science: The B…A Coefficient of Agreement for Nominal Scales (1960)Content Analysis: An Introduction to its Methodology. (1984)Corporate social and environmental reporting (1995)Methodological issues ‐ Reflections on quantification in corporate social reporting content analysis (2000)Using content analysis as a research method to inquire into intellectual capital reporting (2004)An examination of corporate reporting, environmental management practices and firm performance (2006)Institutionalized Organizations: Formal Structure as Myth and Ceremony (1977)Case Study Research: Design and Methods (1984)Case Study Research: Design and Methods (1991)The quality of sustainability reports and impression management (2017)ESG practices and the cost of debt: Evidence from EU countries (2019)Corporate ESG reporting quantity, quality and performance: Where to now for environmental policy and practice? (2021)Conditional logit analysis of qualitative choice behavior (1972)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)The iron cage revisited institutional isomorphism and collective rationality in organizational fields (2004)A multi-level institutional perspective of corporate social responsibility reporting: A mixed-method study (2020)The state of business sustainability reporting in sub-Saharan Africa: an agenda for policy and practice (2020)Sustainability reporting and agriculture industries’ performance: worldwide evidence (2021)Seeking Qualitative Rigor in Inductive Research (2012)The Discovery of Grounded Theory (2017)Leading corporate sustainability: T he role of top management team composition for triple bottom line performance (2018)A systematic review of the business case for corporate social responsibility and firm performance (2019)New Roles of Government in the Governance of Business Conduct: Implications for Management and Organizational Research (2019)Transforming Qualitative Information: Thematic Analysis and Code Development (1998)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches (2008)Evaluating the integrated reporting journey: insights, gaps and agendas for future research (2018)The expansion of non-financial reporting: an exploratory study (2018)Environmental, social, and governance ratings and financial performance: Evidence from the European food industry (2022)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Strategic management a stakeholder approach (2010)China's 'Mercantilist' Government Subsidies, the Cost of Debt and Firm Performance (2016)Does CSR Influence Firm Performance Indicators? Evidence from Chinese Pharmaceutical Enterprises (2019)Low-Carbon City Construction and Corporate Carbon Reduction Performance: Evidence From a Quasi-Natural Experiment in China (2021)Have Financial Statements Lost Their Relevance? (1999)The Boundaries of Financial Reporting and How to Extend Them (1999)Annual report readability, current earnings, and earnings persistence (2008)Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach (2017)The real effects of mandated information on social responsibility in financial reports: Evidence from mine-safety records (2017)Mandatory CSR and sustainability reporting: economic analysis and literature review (2021)Bid, ask and transaction prices in a specialist market with heterogeneously informed traders (1985)Econometric Analysis of Cross Section and Panel Data (2001)Illiquidity and stock returns: cross-section and time-series effects (2002)Deep learning models for bankruptcy prediction using textual disclosures (2018)Readability of 10‐K Reports and Stock Price Crash Risk (2018)How does financial reporting quality relate to investment efficiency? (2009)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Linguistic Complexity in Firm Disclosures: Obfuscation or Information? (2014)Textual Analysis in Accounting and Finance: A Survey (2016)The impact of narrative disclosure readability on bond ratings and the cost of debt (2017)Firm Resources and Sustained Competitive Advantage (1991)The pyramid of corporate social responsibility: Toward the moral management of organizational stakeholders (1991)Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting (2010)Sovereign ESG and corporate investment: New insights from the United Kingdom (2022)What abates environmental efficiency in African economies? Exploring the influence of infrastructure, industrialization, and innovation (2022)Data assets and corporate sustainable development: evidence from ESG in China (2024)
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References

  • 1999Exploring the reliability of social and environmental disclosures content analysis1,425 cited
  • 2015Organized hypocrisy, organizational façades, and sustainability reporting1,060 cited
  • 2017The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation840 cited
  • 2017A plain English measure of financial reporting readability628 cited
  • 2015Textual analysis and international financial reporting: Large sample evidence459 cited
  • 2017Saying more with less? Disclosure conciseness, completeness and balance in Integrated Reports455 cited
  • 2017Do Chinese state subsidies affect voluntary corporate social responsibility disclosure?234 cited
  • 2016Reconsidering the ‘Symmetry’ Between Institutionalization and Professionalization: The Case of Corporate Social Responsibility Managers139 cited
  • 2015Contents and Determinants of Corporate Social Responsibility Website Reporting in Sub-Saharan Africa: A Seven-Country Study127 cited

Cited by

  • 2022Do data-driven CSR initiatives improve CSR performance? The importance of big data analytics capability78 cited
  • 2023Renovation in environmental, social and governance (ESG) research: the application of machine learning68 cited
  • 2023Do ESG factors improve utilities corporate efficiency and reduce the risk perceived by credit lending institutions? An empirical analysis63 cited
  • 2023ESG in the financial industry: What matters for rating analysts?

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63 cited
  • 2022Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data61 cited
  • 2020Impact of directors' networks on corporate social responsibility: A cross country study52 cited
  • 2023Characterization of CSR, ESG, and Corporate Citizenship through a Text Mining-Based Review of Literature47 cited
  • 2021What do stakeholders in the construction industry look for in non-financial disclosure and what do they get?43 cited
  • 2021A Text-Mining Analysis on the Review of the Non-Financial Reporting Directive: Bringing Value Creation for Stakeholders into Accounting39 cited
  • 2023ESG Discourse Analysis Through BERTopic: Comparing News Articles and Academic Papers36 cited
  • 2022Evaluating and managing the sustainability of investments in green and sustainable chemistry: An overview of sustainable finance approaches and tools33 cited
  • 2023Automated text analyses of sustainability & integrated reporting. A literature review of empirical-quantitative research30 cited
  • 2020A topic analysis method based on a three-dimensional strategic diagram29 cited
  • 2022Exploring investment processes between traditional venture capital investors and sustainable start-ups29 cited
  • 2019Financial Data Science: The Birth of a New Financial Research Paradigm Complementing Econometrics?26 cited
  • 2025Automated Thematic Analysis of CSR Reports Using Machine Learning1 cited