Factors influencing dietary compliance among patients with gestational diabetes mellitus: a retrospective analysis

The study identified key demographic, behavioral, and social determinants affecting dietary compliance in GDM patients. Critical factors include education levels, household income, employment, breakfast source, GDM knowledge, and social support. These insights can inform interventions to enhance dietary adherence and optimize GDM management strategies in clinical settings. Our multifactorial logistic regression model displays high predictive accuracy and serves as a practical tool for assessing dietary compliance risks, facilitating personalized patient care.