This multicenter study aims to assess the impact of public policies (PPs) on the health-related quality of life (HRQoL) of individuals with celiac disease (CD) using the Celiac Disease Questionnaire (CDQ) and PPs for Celiac Disease Score (PPCDS). This cross-sectional exploratory study was conducted in four stages: first, standardizing data from countries using the CDQ; second, analyzing PPs aimed at CD patients; third, statistically examining these data; and fourth, associating HRQoL indicators with corresponding PPs. This study analyzed 15 CDQ assessments from 12 countries from 2007 to 2023. It found that comprehensive PPs positively correlated with HRQoL outcomes (Spearman correlation of 0.358). However, policies specifically targeting gluten-free meals and certification did not significantly improve HRQoL individually, suggesting they may be more effective when implemented together. Additionally, specialized health services did not notably reduce gastrointestinal symptoms, underscoring the necessity for improved patient education to enhance the effectiveness of these services. This study concludes that implementing and rigorously monitoring regulations to support CD patients is crucial for enhancing their HRQoL.