Background: Anterior fontanelle (AF) is a regular feature of developing infants, and its delayed closure (AFDC) is highly valued in clinical child healthcare. Methods: A retrospective cross-sectional study was conducted with a 3-year follow-up to understand the occurrence of AFDC in healthy infants and its associated factors.Results: 61 out of 792 infants examined had AFDC, resulting in an incidence rate of 7.71% of AFDC in healthy infants. 92.29% of infants were found to have experienced AF closure by the age of 24 months, while up to 99.87% of them achieved closure before 36 months. From the age of 1 month to 36 months, the median AF size of the AFDC group was significantly larger than that of the normal closure (AFNC) group. Between 6 and 36 months, the median weight as well as length/height of the AFDC infants were both lower than those of their counterparts. Additionally, there indicated no difference in head circumference between two groups. Several factors were associated with AFDC in healthy infants, which were heavier birth weight (OR=1.001), longer birth length (OR=0.778), larger AF size at 1 month (OR=4.196), and being male (OR=1.851).Conclusion: AFDC in healthy infants was considered within a normal range for AF development and thus not pathological in this case. AF development was correlated to infant weight as well as length/height, but had no significant relationship with head circumference. Congenital factors such as birth weight, birth length, AF size at birth, and gender were found associated with AFDC in healthy infants.