Connected Planning

  1. Ethical Considerations and Responsible Planning
    1. Data Ethics
      1. Privacy Protection
        1. Personal Data Handling
          1. Data Minimization
            1. Purpose Limitation
            2. Data Ownership
              1. Intellectual Property
                1. Data Rights
                  1. Sharing Agreements
                    1. Commercial Use
                    2. Transparency Requirements
                      1. Algorithm Transparency
                        1. Decision Traceability
                          1. Public Disclosure
                            1. Stakeholder Communication
                          2. Algorithmic Fairness
                            1. Bias Detection
                              1. Statistical Bias
                                1. Historical Bias
                                  1. Representation Bias
                                    1. Evaluation Bias
                                    2. Fairness Metrics
                                      1. Individual Fairness
                                        1. Group Fairness
                                          1. Equalized Odds
                                            1. Demographic Parity
                                            2. Bias Mitigation
                                              1. Data Preprocessing
                                                1. Algorithm Modification
                                                  1. Post-Processing
                                                    1. Continuous Monitoring
                                                  2. Social Impact
                                                    1. Equity Considerations
                                                      1. Access Equity
                                                        1. Outcome Equity
                                                          1. Procedural Equity
                                                            1. Recognition Equity
                                                            2. Community Engagement
                                                              1. Participatory Planning
                                                                1. Stakeholder Involvement
                                                                  1. Public Consultation
                                                                    1. Feedback Integration
                                                                    2. Vulnerable Populations
                                                                      1. Impact Assessment
                                                                        1. Protection Measures
                                                                          1. Special Considerations
                                                                            1. Advocacy Support
                                                                          2. Professional Ethics
                                                                            1. Professional Standards
                                                                              1. Code of Ethics
                                                                                1. Professional Conduct
                                                                                  1. Competency Requirements
                                                                                    1. Continuing Education
                                                                                    2. Conflict of Interest
                                                                                      1. Identification Procedures
                                                                                        1. Disclosure Requirements
                                                                                          1. Management Strategies
                                                                                            1. Resolution Processes
                                                                                            2. Accountability Mechanisms
                                                                                              1. Professional Oversight
                                                                                                1. Peer Review
                                                                                                  1. Public Accountability

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                                                                                              11. Challenges and Risk Management

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                                                                                              13. Future Directions and Emerging Trends