In the study population, lower economic status, employment, the use of oral medication or insulin during pregnancy, polyhydramnios, elevated 2-h postprandial glucose level and physical inactivity significantly increased the risk of developing glucose intolerance among the postpartum women. Here, INS is linked to Polyhydramnios.