Analysis code for predicting next-wave high-risk smartphone overdependence in Korean adolescents (KCYPS 2018)

Analysis code for the KCYPS 2018 smartphone overdependence prediction study.

Contents:

• pipeline: the analysis as first submitted, from building the analytic file through model development, performance metrics, SHAP and Figures 1 to 5.
• revision_R1: the analyses added in response to peer review, one script per comment, with their aggregate outputs and Figures 6 to 8 and Supplementary Figure S1.

Package versions are pinned in requirements.txt to those used for the reported results.

Individual-level records derived from KCYPS 2018 are not distributed. The data are obtained by application from the National Youth Policy Institute.