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

Digital support teams often operate within dashboards. Managers can measure satisfaction scores with impressive accuracy. 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 mul