Univariate analysis discerned significant associations (P < 0.05) between sPTB and certain variables, including age ≥ 35 years, pre-pregnancy overweight, underweight and obesity, nulliparity, pre-pregnancy diabetes, pre-pregnancy hypertension, and cervical incompetence. Here, SPTB is linked to Obesity.