DATA-INFORMED COACHING FOR CUSTOMER CHAT OPERATIONS: FROM CHAT DATA TO FAIR INCENTIVES

Digital support teams often work through dashboards. Managers can measure first-contact resolution with impressive accuracy. 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 an