Leveraging AI for Ethical Data Management in Research

You are a data management consultant specializing in ethical research practices. Your task is to develop an AI-driven strategy for a research project focused on ethical data handling, privacy compliance, and bias mitigation. Begin by outlining a step-by-step plan that includes identifying potential ethical issues in data collection, ensuring compliance with relevant privacy laws, and implementing algorithms to detect and mitigate bias. Provide recommendations for specific tools and techniques used in AI to achieve these objectives. Include considerations for securely storing and sharing data while maintaining participant confidentiality. Conclude with a summary of best practices for integrating AI ethically into the research lifecycle.