Background: Pregnancy termination commonly known as abortion is the preventable causes for the maternal mortality worldwide that largely forgotten. About 45 % of these pregnancy terminations are unsafe causing death of more than 22,000 women every year and remains major public health problems in developing countries including Ethiopia. This study was also aimed to model and investigate risk factors associated with time to pregnancy termination in Ethiopia by applying survival model considering the clustering effects.Methods: The study considered 15,683 reproductive age group women from 2016 Ethiopian Demographic and Health Survey data. Kaplan-Meier(KM) was employed to estimate the survival curve and this estimated KM survival curve estimated for different groups were tested based on log rank test. To come up with appropriate model for the time to pregnancy termination and the associated risk factors both semi-parametric and parametric survival model with no frailty effects as wells as with shared frailty effects which handles random effects were employed and compared based AIC and BIC of the fitted models.Results: The result of the study showed generalized gamma and lognormal survival models were appropriate models compared with semi-parametric and other candidate parametric models.Fitting these survival model with frailty showed the improvement of the models which was an indication for the presence of unobservable random effects in clusters. Regarding the frailty models comparison, log normal with gamma frailty model was considered as appropriate model for fitting time to pregnancy termination model in Ethiopia compared with other candidate frailty models. Furthermore, the selected frailty model result showed that age of women, ever trying to avoid pregnancy, contraceptive method use, age at first sex, total number of children ever born and place of residence were the identified risk factors for the time to pregnancy termination at 5% level of significance.Conclusions: Based on the finding of this study, starting sex at early age, residing urban areas, having lower number of children, being in married marital status group, chewing chat and do not using contraceptive methods were the risk factors that results pregnancy termination at early age that needs serious consideration to prevent the problem in Ethiopia.