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Transforming ESG Analytics With Machine Learning: A Systematic Literature Review Using TCCM Framework
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Machine Learning and Logistic Regression Models of Public Enterprises in Europe (2020)Does Good ESG Lead to Better …The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review (2019)The Influence of Firm Size on…Responsible Investing: The ESG-Efficient Frontier (2019)Responsible Investing: The ES…Gradual Internationalization vs Born-Global/International new venture models (2019)Gradual Internationalization …ESG and financial performance: aggregated evidence from more than 2000 empirical studies (2015)ESG and financial performance…Do ratings of firms converge? Implications for managers, investors and strategy researchers (2015)Do ratings of firms converge?…Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Software survey: VOSviewer, a…Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations (1991)Some Tests of Specification f…Specification Tests in Econometrics (1978)Another look at the instrumental variable estimation of error-components models (1995)Initial conditions and moment restrictions in dynamic panel data models (1998)Econometric Analysis of Cross Section and Panel Data (2001)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Visualizing Bibliometric Networks (2014)A power primer. (1992)On Persistence in Mutual Fund Performance (1997)G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007)Environmental, Social and Governance (ESG) Scores and Financial Performance of Multilatinas: Moderating Effects of Geographic International Diversification and Financial Slack (2019)Firms and social responsibility: A review of ESG and CSR research in corporate finance (2021)Institutionalized Organizations: Formal Structure as Myth and Ceremony (1977)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)lavaan : An R Package for Structural Equation Modeling (2012)ESG: Research Progress and Future Prospects (2021)Climate Change Concerns and the Performance of Green vs. Brown Stocks (2022)ESG disclosure and Firm performance: A bibliometric and meta analysis (2022)Do Stock Prices Fully Reflect Information in Accruals and Cash Flows About Future Earnings? 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(1979)Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis (2017)Content Analysis: An Introduction to Its Methodology (2019)Climate Risks and Financial Stability (2020)Using thematic analysis in psychology (2006)Using the framework method for the analysis of qualitative data in multi-disciplinary health research (2013)Reflecting on reflexive thematic analysis (2019)Is thematic analysis used well in health psychology? A critical review of published research, with recommendations for quality practice and reporting (2023)Reporting guidelines for qualitative research: a values-based approach (2024)Supporting best practice in reflexive thematic analysis reporting in Palliative Medicine : A review of published research and introduction to the Reflexive Thematic Analysis Reporting Guidelines (RTARG) (2024)
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References

  • 1991Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations33,089 cited
  • 2009Software survey: VOSviewer, a computer program for bibliometric mapping21,418 cited
  • 2021How to conduct a bibliometric analysis: An overview and guidelines14,255 cited
  • 2015ESG and financial performance: aggregated evidence from more than 2000 empirical studies4,715 cited
  • 2022Aggregate Confusion: The Divergence of ESG Ratings3,411 cited
  • 2022Toward good practice in thematic analysis: Avoiding common problems and be(com)ing a knowing researcher2,954 cited
  • 2020Empirical Asset Pricing via Machine Learning2,528 cited
  • 2021Scientific procedures and rationales for systematic literature reviews (SPAR‐4‐SLR)2,355 cited
  • 2019Responsible Investing: The ESG-Efficient Frontier2,100 cited
  • 2019The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review1,548 cited
  • 2015Do ratings of firms converge? Implications for managers, investors and strategy researchers1,276 cited
  • 2019Gradual Internationalization vs Born-Global/International new venture models1,142 cited
  • 2022Literature reviews as independent studies: guidelines for academic practice1,046 cited
  • 2022ESG disclosure and financial performance: Moderating role of ESG investors

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993 cited
  • 2022Meta‐analysis and traditional systematic literature reviews—What, why, when, where, and how?500 cited
  • 2020Does Good ESG Lead to Better Financial Performances by Firms? Machine Learning and Logistic Regression Models of Public Enterprises in Europe312 cited
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