FAIR METRICS FOR CUSTOMER CHAT OPERATIONS: FROM RESPONSE TIME TO REAL CONTRIBUTION

Digital support teams often work through dashboards. Managers can measure customer rating with impressive precision. Yet research on performance evaluation and incentive mechanisms warns that measurement is useful only when goals are clear, feedback is timely, and incentives are fair and diverse.