In this paper we use Portuguese data on individual (multiple) unemployment spells and apply semi-parametric duration … probability of leaving unemployment into employment. Negative duration dependence and unobserved heterogeneity are also found in … persons with muscular, skeletal, geriatric and sensorial problems experience the longest unemployment spells. Organic (blind …