Abstract Background Healthcare guidelines are intended to standardize health practitioners’ practice and improve patient outcomes, yet their implementation in public health is often inconsistent. This umbrella review aimed to identify barriers and facilitators influencing guideline implementation and to provide an overview of effective strategies to enhance guideline adherence in public health. Methods Systematic reviews and meta-analyses, published between 2014 and 2024, were identified through