Fig. 1

Study population: national health insurance data 2016–2018. The sample dataset consists a stratified sampling from members of the National Health Insurance enrolled in 2016 or earlier, 2017, and 2018. This study focus on individuals with chronic disease where number of individuals with chronic diseases between 2016–2018: 271,065 individuals with at least one chronic diseases who lived in 223,157 households