1) An organization developed an early warning system to predict when valued employees may leave by analyzing trends in employee satisfaction surveys.
2) The system involved isolating factors from past satisfaction surveys that correlated with employees' intentions to leave, modeling these factors to confirm their impact, and creating scales to predict which individual employees were most likely to leave based on their survey responses.
3) The early warning system aimed to identify potentially disengaged employees earlier in order to intervene with measures like renegotiating responsibilities before they decided to leave the organization.