DATA-INFORMED COACHING FOR CUSTOMER CHAT OPERATIONS: FROM RESPONSE TIME TO REAL CONTRIBUTION

Messaging service teams often work through dashboards. Managers can measure message count with impressive accuracy. Yet research on performance evaluation and incentive mechanisms warns that measurement is effective only when goals are clear, feedback is timely, and incentives are fair and divers