Background: Identifying women at risk of difficult labor is one of the important contents of prenatal assessment, but there is no consensus yet. There are still few studies evaluating the relationship between the combination of maternal and fetal physical measurement characteristics and the occurrence of labor dystocia. Research aim: To assess the relationship between the ratio of fetal head circumference(HC) to interischial spine diameter(ISD) calculated shortly before delivery and the occurrence of labor dystocia leading to cesarean section(CS). Methods: According to the inclusion criteria, 171 cases of women who underwent labor dystocia leading to CS were selected as the study group, and randomly select 330 cases from the parturients who delivered vaginally and met the inclusion criteria as the control group. We faithfully recorded the detailed medical data from patient case notes. Results: CS for labor dystocia was associated with lower ISD (100.2±4.2 vs 103.1 ± 3.34 mm; P<0.001), higher BPD/ISD ratio (0.95±0.05 vs 0.92±0.04; P<0.001), and higher HC/ISD ratio (3.35±0.17 vs 3.23±0.13; P<0.001), compared with vaginal delivery. Logistic regression analysis showed that BPD/ISD (aOR, 6.01 (95% CI, 3.67–9.83); P<0.001), and the HC/ISD ratio (aOR, 1.66 (95% CI, 1.45–1.90); P<0.001) were associated independently with CS for labor dystocia. Conclusion: Our research findings indicate that the BPD/ISD and HC/ISD ratios are significantly correlated with labor dystocia leading to cesarean section. Among them, the HC/ISD ratios has a fair specificity, negative predictive value and positive predictive value, and has good predictive value in identifying cases that will undergo cesarean section due to labor dystocia.