This paper considers models for unobservables in duration models. It demonstrates how cross-section and time-series variation in regressors facilitates identification of single-spell, competing risks
Diaz, Juan, Rau, Tomas, and Rivera, Jorge (2015) " A Matching Estimator Based on a Bi-level Optimization Problem." Review of Economics and Statistics 97:4, 813-826.