The Guangdong Hong Kong Macao Greater Bay Area is an economic and technological development center in China, with numerous cities and a vast population. Public health and people's health are important issues of concern in the region. In order to better understand and improve the health status of residents in the Greater Bay Area, we established the Great Bay Area Public Health Research Collaboration in 2023