This model can be thought of as a flexible, discrete-time, hazard model that allows for time-varying covariates, non-parametric duration dependence, monitor-specific quarter effects and mother fixed effects.
Allison (1982) shows that estimates from models of this type converge to those obtained from continuous time models.