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Factors associated with academic resilience in disadvantaged students: An analysis based on the PISA 2015 B-S-J-G (China) sample
Songli Jin1; Guangbao Fang2; Kwok Cheung Cheung3; Pou Seong Sit3
2022-09-29
Source PublicationFrontiers in Psychology
ABS Journal Level1
ISSN1664-1078
Volume13Pages:846466
Abstract

Academic resilience is evident in students who are living in vulnerable environments, yet achieve success in academic outcomes. As a result, substantial attention has been devoted to identifying the factors associated with academic resilience and supporting students to be resilient. This study used the Classification and Regression Tree and Multilevel Logistic Regression modeling to identify the potential factors related to students' academic resilience. Using these tools, the study analyzed the B-S-J-G (China) sample in PISA 2015. The variables that significantly predicted whether a student is disadvantaged and resilient (DRS) or not resilient (DNRS) were shown to be: Proportion of teachers in school with master's degrees, Proportion of teachers in school with bachelor's degrees, Environmental awareness, Science learning time per week, Number of learning domains with additional instruction, and Students' expected occupational status. These findings may enlighten governments, teachers, and parents on ways to assist students to be resilient.

KeywordAcademic Resilience Classification And Regression Tree Disadvantaged Students Program For International Student Assessment Scientific Literacy
DOI10.3389/fpsyg2022.846466
URLView the original
Indexed BySSCI
Language英語English
WOS Research AreaPsychology
WOS SubjectPsychology, Multidisciplinary
WOS IDWOS:000868250200001
PublisherFRONTIERS MEDIA SA, AVENUE DU TRIBUNAL FEDERAL 34, LAUSANNE CH-1015, SWITZERLAND
Scopus ID2-s2.0-85139847994
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionMOON CHUN MEMORIAL COLLEGE
Faculty of Education
Corresponding AuthorGuangbao Fang
Affiliation1.Faculty of Education, University of Macau.
2.School of Education, Fujian Normal University, Fuzhou, China
3.Faculty of Education, University of Macau, Macau, Macau SAR, China
First Author AffilicationFaculty of Education
Recommended Citation
GB/T 7714
Songli Jin,Guangbao Fang,Kwok Cheung Cheung,et al. Factors associated with academic resilience in disadvantaged students: An analysis based on the PISA 2015 B-S-J-G (China) sample[J]. Frontiers in Psychology, 2022, 13, 846466.
APA Songli Jin., Guangbao Fang., Kwok Cheung Cheung., & Pou Seong Sit (2022). Factors associated with academic resilience in disadvantaged students: An analysis based on the PISA 2015 B-S-J-G (China) sample. Frontiers in Psychology, 13, 846466.
MLA Songli Jin,et al."Factors associated with academic resilience in disadvantaged students: An analysis based on the PISA 2015 B-S-J-G (China) sample".Frontiers in Psychology 13(2022):846466.
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