White Paper

Cognitive Load in Multi-Screen Control Rooms

Measuring mental workload thresholds across operators monitoring 3+ simultaneous data streams.

Study

Error Recovery Patterns in Touchscreen Interfaces

Comparing recovery time and error rates across three touchscreen interaction models.

White Paper

Human-in-the-Loop Design for Automated Systems

Where automation handoffs fail, and how interface design can reduce operator surprise.

Study

Eye Tracking Benchmarks For Dashboard Layouts

Fixation and scan-path comparison across three dashboard information hierarchies.

White Paper

Alarm Fatigue in Monitoring Environments

Why alert volume alone doesn't predict missed-alarm rates, and what design factors do.

Study

Onboarding Friction in Enterprise Software

Task completion and abandonment analysis across guided vs. self-directed onboarding flows.