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Systematic Literature Review that results in a framework with proposed steps, so
Systematic Literature Review that results in a framework with proposed steps, some conclusions and policy proposals. See the attachment. DO NOT USE CHATGPT or any AI in general otherwise I did it myself.
Title:
Utilizing Environmental, Social, and Governance (ESG) and Artificial
Intelligence (AI) in Predicting Shipping Loan Defaults. A systematic
literature review.
Outline:
1. Introduction
β’ Background and motivation
β’ Importance
β’ Brief overview of ESG factors and AI in finance
β’ Research question and contribution
2. Literature Review
β’ Overview of literature
β’ Existing methods and techniques
β’ Studies on the integration of ESG factors and AI in financial prediction models
3. Conceptual Framework
β’ Theoretical underpinnings of ESG factors in financial decision-making
β’ The role of AI in predictive modeling for loan defaults
β’ Integration of ESG factors and AI techniques
4. Methodology
β’ Systematic literature review methodology
β’ Data extraction and synthesis process
5. Analysis and Theoretical Framework
β’ Summary of findings from the literature
β’ Key themes and trends identified
β’ Evaluation of the effectiveness of ESG and AI in predicting shipping loan defaults
β’ A proposed theoretical framework
6. Discussion & future directions
β’ Implications of the findings for financial institutions
β’ Summary of key findings
β’ Contributions to the field
β’ Recommendations for practitioners and researchers
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