Researchers analyzed data collected annually from 2018 to 2023 through the Korea Children and Youth Panel Survey. The nationally representative cohort included 2,607 students who were in fourth grade at the start of the study and ninth grade at the final assessment.

The analysis identified three groups: one with consistently low levels of suicidal thoughts, one with elevated levels that gradually increased, and one that began with very high levels before declining and later showing a modest rebound. The researchers also examined personal, family and school factors measured at the start of the study.