This cross-sectional study of 224 pregnant women in western Ethiopia found that daily okra consumption was associated with a higher mid-upper arm circumference (MUAC), a measure of nutritional status. The prevalence of low MUAC (≤22 cm), indicating malnutrition, was 42.4%.