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

Online chat teams often operate within dashboards. Managers can measure first-contact resolution 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 di