Many developed countries have enacted reforms to reduce disability rolls. Using a 2014 reform to Australia’s disability program, we find that removal has an average zero effect on household income but increases prescriptions for antipsychotics. However, average effects mask heterogeneity. Removed recipients living with family experience no drop in income and no increase in antipsychotics. Removed recipients living alone experience a drop in income and an increase in antipsychotics. Using a welfare analysis with multiple adjustment margins, we find that behavioral adjustments offset the majority of private welfare loss for recipients living with family, but little for those living alone.

More on this topic

BFI Working Paper·Feb 10, 2026

The Effect of Exposure: Evidence from Spatial Choices in Nairobi

Joshua Dean, Gabriel Kreindler, and Oluchi Mbonu
Topics: Employment & Wages
BFI Working Paper·Feb 2, 2026

Managers and the Cultural Transmission of Gender Norms

Virginia Minni, Kieu-Trang Nguyen, Heather Sarsons, and Carla Srebot
Topics: Employment & Wages
BFI Working Paper·Jan 26, 2026

Occupation-Specific Education Requirements and Occupational Silos: Evidence from CPA Licensing Rules

Anthony Le and Parth Shah
Topics: Economic Mobility & Poverty, Employment & Wages