Confidence: the best non-cognitive predictor of academic achievement?

被引:132
作者
Stankov, Lazar [1 ]
Morony, Suzanne [1 ]
Lee, Yim Ping [2 ]
机构
[1] Univ Western Sydney, Sch Educ, Penrith, NSW 1797, Australia
[2] Natl Inst Educ, Singapore, Singapore
关键词
confidence; self-beliefs; self-efficacy; mathematics anxiety; self-constructs; SELF-CONCEPT; EFFICACY; VALIDATION; COMPLEXITY; ANXIETY; SCALE;
D O I
10.1080/01443410.2013.814194
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Recent efforts to identify non-cognitive predictors of academic achievement and school success have largely focused on self-constructs such as self-efficacy, self-concept and anxiety that are measured with respect to a specific domain (e.g. mathematics). We extend the measurement of the non-cognitive realm in education to incorporate both social and psychological adjustment variables and ratings of confidence in addition to these self-constructs. Our findings show that confidence explains most of the variance in achievement captured by the other self-constructs combined, and that psychological adjustment variables add little to the equation. Furthermore, in contrast to other cognitive and non-cognitive variables, confidence accounts for 46.3% of total variance in achievement, while measures of previous cognitive performance in combination with other non-cognitive variables account for 40.5% of the total variance. We discuss the ways in which confidence is important in education.
引用
收藏
页码:9 / 28
页数:20
相关论文
共 30 条
[1]  
[Anonymous], 2009, TAK TEST SAMPL QUEST
[2]  
[Anonymous], LEARNING INDIVIDUAL
[3]  
Bandura A., 1977, SOCIAL LEARNING THEO
[4]   Using multiple calibration indices in order to capture the complex picture of what affects students' accuracy of feeling of confidence [J].
Boekaerts, Monique ;
Rozendaal, Jeroen S. .
LEARNING AND INSTRUCTION, 2010, 20 (05) :372-382
[5]   Academic self-concept and self-efficacy: How different are they really? [J].
Bong, M ;
Skaalvik, EM .
EDUCATIONAL PSYCHOLOGY REVIEW, 2003, 15 (01) :1-40
[6]   Age differences in the realism of confidence judgements: A calibration study using tests of fluid and crystallized intelligence [J].
Crawford, JD ;
Stankov, L .
LEARNING AND INDIVIDUAL DIFFERENCES, 1996, 8 (02) :83-103
[7]  
Diener E., 2008, HAPPINESS UNLOCKING
[8]   Academic self-efficacy and academic self-concept: Reconsidering structural relationships [J].
Ferla, Johan ;
Valcke, Martin ;
Cai, Yonghong .
LEARNING AND INDIVIDUAL DIFFERENCES, 2009, 19 (04) :499-505
[9]  
Fullerton G. S., 1892, U PENNSYLVANIA PHILO, V2
[10]  
Hattie JAC, 2009, VISIBLE LEARNING: A SYNTHESIS OF OVER 800 META-ANALYSES RELATING TO ACHIEVEMENT, P1