By Agar Brugiavini & Petru Crudu 

This work documents the role played by disability insurance, typically part of a wider public pension provision package, on the labour market trajectories and retirement decisions. We will first employ a machine learning approach to estimate a Transition Probability Model able to uncover the most likely labour market histories and then evaluate the effects of policy reforms, including reforms to the eligibility for disability insurance benefits. The main contribution is the introduction of disability insurance programs within a framework, which models the entire life course of older Europeans. This requires the detailed administrative eligibility criteria prevailing in each of the 11 countries from 1970 to 2017. Results show that the disability route and early retirement are substitutes. In addition, tightening eligibility rules of disability programs crowd out disabled workers, whose reductions in working capacities are correctly assessed, towards other compensatory schemes (e.g., unemployment benefits or early pension) in which working is not expected. On the contrary, individuals with over-assessed reductions in working capacities are the most reactive to disability policy restrictions. In conclusion, efficient disability assessment procedures are crucial for incentivising labour market participation without hurting individuals most in need.

Source @SSRN