Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal

The presentation handles the nuances of intervention effectiveness on targeting strategies. In a large-scale field experiment with 53,000 college students, the value of different targeting approaches was assessed. The talk dissects the challenges of predicting outcomes and proposes hybrid methods for improved precision.