Ethical Implications of Artificial Intelligence in Human Resource Management | Blazingprojects Postgraduate Thesis
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Ethical Implications of Artificial Intelligence in Human Resource Management

 

Table Of Contents


  • Table of Contents:
  • 1.Introduction  
  • 1.1Background  
  • 1.2Role of Artificial Intelligence in Human Resource Management  
  • 1.3Ethical Considerations in AI-driven HR Practices  
  • 1.4Research Objectives  
  • 1.5Scope of the Study  
  • 1.6Organization of the Thesis
  • 2.Literature Review  
  • 2.1Evolution of AI in Human Resource Management  
  • 2.2Ethical Challenges in AI-driven Recruitment and Selection  
  • 2.3Bias and Fairness in AI-based HR Decision Making  
  • 2.4Transparency and Accountability in AI Algorithms for HR  
  • 2.5Employee Privacy and Data Protection in AI-driven HR  
  • 2.6Related Work on Ethical Implications of AI in HR
  • 3.Methodology  
  • 3.1Analysis of Ethical Frameworks in HR Practices  
  • 3.2Evaluation of Bias and Fairness in AI Algorithms  
  • 3.3Designing Transparent and Accountable AI Systems for HR  
  • 3.4Privacy Impact Assessment in AI-driven HR Processes  
  • 3.5Ethical Guidelines and Regulatory Compliance  
  • 3.6Data Collection and Ethical Considerations
  • 4.Implementation and Results  
  • 4.1Integration of Ethical Frameworks in AI-driven HR Systems  
  • 4.2Assessment of Bias and Fairness in AI-based Decision Making  
  • 4.3Development of Transparent and Accountable AI Algorithms  
  • 4.4Privacy Impact Assessment in AI-driven HR Practices  
  • 4.5Comparative Analysis of Ethical AI-driven HR Practices  
  • 4.6Visualization of Ethical Implications in HR Management
  • 5.Conclusion and Future Directions  
  • 5.1Summary of Ethical Findings  
  • 5.2Implications for HR Policies and Practices  
  • 5.3Limitations and Challenges  
  • 5.4Future Research Directions in Ethical AI-driven HR  
  • 5.5Practical Applications and Organizational Relevance  
  • 5.6Recommendations for Ethical Implementation in AI-driven HR  
  • 5.7Conclusion and Final Remarks

Thesis Abstract

Abstract

The increasing use of artificial intelligence (AI) in human resource management (HRM) raises significant ethical concerns related to bias, fairness, transparency, accountability, and privacy. This research focuses on examining the ethical implications of AI-driven HR practices and aims to develop and integrate ethical frameworks into AI systems used for HRM. The study begins with a comprehensive review of AI in HRM, ethical challenges, bias, fairness, transparency, privacy, and existing approaches. A detailed methodology for analyzing ethical frameworks, evaluating bias and fairness, designing transparent and accountable AI systems, and conducting privacy impact assessments is presented. The implementation phase involves the integration of ethical frameworks, assessment of bias and fairness, development of transparent AI algorithms, privacy impact assessment, and comparative analysis of ethical HR practices. The results are visualized to demonstrate the ethical implications in HR management. The thesis concludes with a summary of ethical findings, implications, and recommendations for ethical implementation in AI-driven HRM, providing valuable insights for HR policies and practices.

Thesis Overview

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