FAIR METRICS IN CUSTOMER CHAT OPERATIONS: FROM CHAT DATA TO FAIR INCENTIVES

Messaging service teams often live inside dashboards. Managers can measure online duration 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 diverse.