HR Analytics: Predicting Employee Churn in R
Anurag Gupta
People Analytics Practitioner
Turnover overview | Scenario 1 | Scenario 2 | % Change |
---|---|---|---|
Total Turnover | 300 | 200 | 33% |
Average Cost of Turnover** | $40,000 | $40,000 | 0% |
Total Cost of Turnover | $12,000,000 | $8,000,000 | $4,000,000 |
$$ \text{ROI} = \frac{\text{Program Benefits }}{\text{Program Cost}} $$
percent_hike -0.59500 0.08134 -7.315 2.57e-13 ***
HR Analytics: Predicting Employee Churn in R