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Forecasting Corporate Financial Performance Using Deep Learning with Environmental, Social, and Governance Data
16 references·0 citing·42 second hop
Forecasting Corporate Financial Performance Using Deep Learning with Environmental, Social, and Governance Data (2025)Forecasting Corporate Financial Performan…Environmental, social, and governance (ESG) performance and financial outcomes: Analyzing the impact of ESG on financial performance (2023)Environmental, social, and go…Environmental, Social and Governance (ESG) disclosure, competitive advantage and performance of firms in Malaysia (2021)Environmental, Social and Gov…Corporate Immunity to the COVID-19 Pandemic (2020)Corporate Immunity to the COV…Environmental, Social and Governance (ESG) Scores and Financial Performance of Multilatinas: Moderating Effects of Geographic International Diversification and Financial Slack (2019)Environmental, Social and Gov…The impacts of environmental, social, and governance factors on firm performance (2018)The impacts of environmental,…Do environmental, social, and governance activities improve corporate financial performance? (2018)Do environmental, social, and…ESG performance and firm value: The moderating role of disclosure (2017)ESG performance and firm valu…Does ESG performance have an impact on financial performance? Evidence from Germany (2017)Does ESG performance have an …Impacts of positive and negative corporate social responsibility activities on company performance in the hospitality industry (2009)Impacts of positive and negat…Strategy and society: the link between competitive advantage and corporate social responsibility (2007)Strategy and society: the lin…Shareholder value, stakeholder management, and social issues: what's the bottom line? (2001)Shareholder value, stakeholde…People and Profits? (2001)People and Profits?Partnerships from cannibals with forks: The triple bottom line of 21st‐century business (1998)Partnerships from cannibals w…THE CORPORATE SOCIAL PERFORMANCE-FINANCIAL PERFORMANCE LINK (1997)THE CORPORATE SOCIAL PERFORMA…The pyramid of corporate social responsibility: Toward the moral management of organizational stakeholders (1991)The pyramid of corporate soci…CORPORATE SOCIAL RESPONSIBILITY AND FIRM FINANCIAL PERFORMANCE. (1988)CORPORATE SOCIAL RESPONSIBILI…Can Business Afford to Ignore Social Responsibilities? (1960)A Three-Dimensional Conceptual Model of Corporate Performance (1979)Toward a Theory of Stakeholder Identification and Salience: Defining the Principle of Who and What Really Counts (1997)Corporate Social Responsibility (1999)Does Doing Good Always Lead to Doing Better? Consumer Reactions to Corporate Social Responsibility (2001)The Social Responsibility of Business Is to Increase Its Profits (2007)A resource‐based view of the firm (1984)Firm Resources and Sustained Competitive Advantage (1991)Misery Loves Companies: Rethinking Social Initiatives by Business (2003)Corporate Social Responsibility Theories: Mapping the Territory (2004)Firm resources and sustained competitive advantage (2004)The Impact of Corporate Sustainability on Organizational Processes and Performance (2014)A Behavioral Theory of the Firm (1964)The External Control of Organizations. (1978)The Stakeholder Theory of the Corporation: Concepts, Evidence, and Implications (1995)Corporate Social and Financial Performance: A Meta-Analysis (2003)Academy of Management Journal (2013)Competitive Strategy: Techniques for Analyzing Industries and Competitors (1980)Corporate Social Performance Revisited (1991)Corporate Social Responsibility: A Theory of the Firm Perspective (2001)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)Toward a New Conception of the Environment-Competitiveness Relationship (1995)Econometric Analysis of Cross Section and Panel Data (2001)The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review (2019)Impact of ESG performance on firm value and profitability (2022)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Sustainable development, ESG performance and company market value: Mediating effect of financial performance (2022)A Natural-Resource-Based View of the Firm (1995)An assessment of the use of partial least squares structural equation modeling in marketing research (2011)Econometric Analysis of Panel Data (2021)Environmental, social and governance performance and financial risk: Moderating role of ESG controversies and board gender diversity (2021)The Nature of the Firm (1937)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)A Survey of Corporate Governance (1997)Feverish Stock Price Reactions to COVID-19* (2020)Resiliency of Environmental and Social Stocks: An Analysis of the Exogenous COVID-19 Market Crash (2020)The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China (2020)Introduction (2002)Evolving sustainably: a longitudinal study of corporate sustainable development (2004)A framework of sustainable supply chain management: moving toward new theory (2008)“Implicit” and “Explicit” CSR: A Conceptual Framework for a Comparative Understanding of Corporate Social Responsibility (2008)The Business Case for Corporate Social Responsibility: A Review of Concepts, Research and Practice (2010)
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References

  • 1991The pyramid of corporate social responsibility: Toward the moral management of organizational stakeholders9,382 cited
  • 2007Strategy and society: the link between competitive advantage and corporate social responsibility7,425 cited
  • 1997THE CORPORATE SOCIAL PERFORMANCE-FINANCIAL PERFORMANCE LINK6,756 cited
  • 1998Partnerships from cannibals with forks: The triple bottom line of 21st‐century business5,570 cited
  • 2001Shareholder value, stakeholder management, and social issues: what's the bottom line?3,685 cited
  • 1988CORPORATE SOCIAL RESPONSIBILITY AND FIRM FINANCIAL PERFORMANCE.3,148 cited
  • 2017ESG performance and firm value: The moderating role of disclosure1,900 cited
  • 2020Corporate Immunity to the COVID-19 Pandemic1,575 cited
  • 2019Environmental, Social and Governance (ESG) Scores and Financial Performance of Multilatinas: Moderating Effects of Geographic International Diversification and Financial Slack1,235 cited
  • 2018Do environmental, social, and governance activities improve corporate financial performance?1,167 cited
  • 2017Does ESG performance have an impact on financial performance? Evidence from Germany1,141 cited
  • 2001People and Profits?989 cited
  • 2023Environmental, social, and governance (ESG) performance and financial outcomes: Analyzing the impact of ESG on financial performance957 cited
  • 2018

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The impacts of environmental, social, and governance factors on firm performance
720 cited
  • 2009Impacts of positive and negative corporate social responsibility activities on company performance in the hospitality industry654 cited
  • 2021Environmental, Social and Governance (ESG) disclosure, competitive advantage and performance of firms in Malaysia634 cited
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