DATA-INFORMED COACHING IN LIVE SUPPORT WORKFLOWS: FROM RESPONSE TIME TO REAL CONTRIBUTION

Messaging service teams often operate within dashboards. Managers can measure active hours with impressive granularity. 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 mu