Human-Centric Cybersecurity

9.

Measurement and Metrics

9.1.

Human-Centric Metrics Framework

9.1.1.

Behavioral Metrics

9.1.2.

Attitudinal Metrics

9.1.3.

Knowledge Metrics

9.1.4.

9.1.5.

Cultural Metrics

9.2.

Key Performance Indicators

9.2.1.

Phishing Susceptibility Rates

9.2.2.

Incident Reporting Rates

9.2.3.

Training Completion Rates

9.2.4.

Security Behavior Adoption

9.2.5.

Mean Time to Report

9.2.6.

Security Confidence Levels

9.3.

Data Collection Methods

9.3.1.

Automated Data Collection

9.3.2.

Survey Instruments

9.3.3.

Interview Protocols

9.3.4.

Observational Studies

9.3.5.

Focus Group Facilitation

9.4.

Statistical Analysis Techniques

9.4.1.

Descriptive Statistics

9.4.2.

9.4.3.

Correlation Analysis

9.4.4.

Regression Analysis

9.4.5.

Hypothesis Testing

9.5.

Reporting and Visualization

9.5.1.

Dashboard Design

9.5.2.

Executive Reporting

9.5.3.

Stakeholder Communication

9.5.4.

Trend Visualization

9.5.5.

Comparative Analysis

9.6.

Return on Investment

9.6.1.

Cost-Benefit Analysis

9.6.2.

Risk Reduction Quantification

9.6.3.

Productivity Impact Assessment

9.6.4.

Compliance Cost Avoidance

9.6.5.

Business Value Demonstration

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8. Security Culture Development

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10. Advanced Topics and Emerging Trends