Factors influencing secondary school students’ reading literacy: An analysis based on XGBoost and SHAP methods

This paper constructs a predictive model of student reading literacy based on data from students who participated in the Program for International Student Assessment (PISA 2018) from four provinces/municipalities of China, i.e., Beijing, Shanghai, Jiangsu and Zhejiang. We calculated the contribution...

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Bibliographic Details
Main Authors: Hao Liu, Xi Chen, Xiaoxiao Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2022.948612/full