Patient no-shows present a significant challenge for healthcare practices, impacting both operational efficiency and financial stability. The reasons behind patient no-shows are complex, often influenced by demographic factors, individual circumstances, and systemic issues within the healthcare environment. The aim of this project is to provide healthcare practices with effective strategies to reduce patient no-show rates, thereby improving operational efficiency and enhancing patient care.

Patient no-shows present a significant challenge for healthcare practices, impacting both operational efficiency and financial stability. The aim of this study is to provide healthcare practices with effective strategies to reduce patient no-show rates based on specific factors available in the dataset.