The current study revealed that pregnant women in the study area had inadequate dietary diversity practices and a high prevalence of undernutrition. Knowledge and attitude, and households' food security status were the predictors of dietary diversity, while household size, household food security status, dietary diversity and nutrition and health practice were predictors of undernutrition. Hence, behavior change communication needs to be designed to improve the dietary diversity and nutritional status of pregnant women.