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

Online chat teams often live inside dashboards. Managers can measure resolution rate 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