Measurement Systems

Classification frameworks

Goals–Signals–Metrics

North star metrics

Experience and business metrics

Metric manipulability

Long term and short term

Experience measurement frameworks

Relating experience and business metrics

Metric gaming and proxy distortion

Long-term effects versus short-term metrics

Benchmarks and competitive comparison

Continuous tracking and alerting