The objectives of this retrospective cohort study were to estimate the incidence of obstetric complications during labor and delivery and their demographic predictors. A total of 2706 pregnant women were consecutively admitted to a midwife obstetric unit with labor pain between January and December 2007 constituted the sample. Among them 16% were diagnosed with obstetrical and foetal complications. The most frequently observed foetal and obstetric complications were foetal distress (35.5/1000) and poor progress of labor (28.3/1000), respectively. Primigravid and grandmultiparity women were 12 (OR = 11.89) and 5 (OR = 4.575) times, respectively, more likely to have complications during labor and delivery. Women without antenatal care had doubled (OR = 1.815, 95% CI, 1.310; 2.515) the chance of having complications. Mothers age <20 years was protective (OR = 0.579, 95% CI, 0.348; 0.963) of complications during delivery compared to women who were ≥35 years. National and local policies and intervention programmes must address the need of the risk groups of pregnant women during labor and delivery.