Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables

The importance of self-related constructs in predicting academic achievement has been increasingly emphasized in recent decades. Typically, bivariate associations of self-related variables with achievements have been reported. Research quantifying the combined predictive power of more than two self-...

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Main Authors: Detlef H. Rost, Xiaoli Feng
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Behavioral Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-328X/14/1/40
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author Detlef H. Rost
Xiaoli Feng
author_facet Detlef H. Rost
Xiaoli Feng
author_sort Detlef H. Rost
collection DOAJ
description The importance of self-related constructs in predicting academic achievement has been increasingly emphasized in recent decades. Typically, bivariate associations of self-related variables with achievements have been reported. Research quantifying the combined predictive power of more than two self-variables has been scarce. Moreover, except for the academic self-concept, these variables have almost always been measured across domains, i.e., without considering the specifics of individual school subjects. The current study aimed to statistically predict academic achievement (operationalized via school grades) in three major subjects (Chinese (native language), mathematics, and English (foreign language)) by using subject-tied scales, namely academic self-concept, conscientiousness, need for cognition, perseverance of effort, and consistency of interest. The sample comprised 791 Chinese adolescents. Each scale was related separately to each of the three school subjects. Hierarchical linear regression analyses were run. The control variable, biological sex, accounted for 2% of Chinese grades and 8% of English grades, but not of mathematics grades. Adding subject-specific self-concept scales increased the explained variance to 7% (Chinese), 16% (mathematics), and 32% (English). Further additions to the other four self-related scales did not increase the variances that were accounted for. The discussion underlines the relevance of subject-specific academic self-concepts as predictors for subject-tied academic achievements.
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spelling doaj.art-aa9444d39afd4216847bbf6ce61221582024-01-26T15:05:51ZengMDPI AGBehavioral Sciences2076-328X2024-01-011414010.3390/bs14010040Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related VariablesDetlef H. Rost0Xiaoli Feng1Center for Mental Health Education, School of Psychology, Southwest University Chongqing, 2 Tiansheng Road, Beibei, Chongqing 400715, ChinaResearch Center for Modern Linguistics and Foreign Language Education, College of International Studies, Southwest University Chongqing, 2 Tiansheng Road, Beibei, Chongqing 400715, ChinaThe importance of self-related constructs in predicting academic achievement has been increasingly emphasized in recent decades. Typically, bivariate associations of self-related variables with achievements have been reported. Research quantifying the combined predictive power of more than two self-variables has been scarce. Moreover, except for the academic self-concept, these variables have almost always been measured across domains, i.e., without considering the specifics of individual school subjects. The current study aimed to statistically predict academic achievement (operationalized via school grades) in three major subjects (Chinese (native language), mathematics, and English (foreign language)) by using subject-tied scales, namely academic self-concept, conscientiousness, need for cognition, perseverance of effort, and consistency of interest. The sample comprised 791 Chinese adolescents. Each scale was related separately to each of the three school subjects. Hierarchical linear regression analyses were run. The control variable, biological sex, accounted for 2% of Chinese grades and 8% of English grades, but not of mathematics grades. Adding subject-specific self-concept scales increased the explained variance to 7% (Chinese), 16% (mathematics), and 32% (English). Further additions to the other four self-related scales did not increase the variances that were accounted for. The discussion underlines the relevance of subject-specific academic self-concepts as predictors for subject-tied academic achievements.https://www.mdpi.com/2076-328X/14/1/40academic self-conceptconscientiousnessneed for cognitionperseverance of effortconsistency of interestacademic achievement
spellingShingle Detlef H. Rost
Xiaoli Feng
Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables
Behavioral Sciences
academic self-concept
conscientiousness
need for cognition
perseverance of effort
consistency of interest
academic achievement
title Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables
title_full Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables
title_fullStr Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables
title_full_unstemmed Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables
title_short Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables
title_sort academic self concept wins the race the prediction of achievements in three major school subjects by five subject specific self related variables
topic academic self-concept
conscientiousness
need for cognition
perseverance of effort
consistency of interest
academic achievement
url https://www.mdpi.com/2076-328X/14/1/40
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