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

Customer care teams often live inside dashboards. Managers can measure message count with impressive precision. Yet research on performance evaluation and incentive mechanisms warns that measurement is valuable only when goals are clear, feedback is timely, and incentives are fair and multifacete