Children born in the hunger season and with low birth weight are at higher risk of severe acute malnutrition (SAM). Being female and of the Nankam ethno-linguistic group also increased the odds of SAM. A sustainable food supply to pregnant and lactating women through improved agriculture or food system change targeting the hunger season may reduce SAM.