An Analysis of Conceptions of Learning and Approaches to Learning as a Predictor of Academic Achievement and Creative Competencies

Author(s):  
Cho-Hee Yoon ◽  
2021 ◽  
pp. 073563312199595
Author(s):  
Te-Lien Chou ◽  
Kai-Yu Tang ◽  
Chin-Chung Tsai

Programming learning has become an essential literacy for computer science (CS) and non-CS students in the digital age. Researchers have addressed that students’ conceptions of learning influence their approaches to learning, and thus impact their learning outcomes. Therefore, we aimed to uncover students’ conceptions of programming learning (CoPL) and approaches to programming learning (APL), and analyzed the differences between CS and non-CS students. Phenomenographic analysis was adopted to analyze 31 college students (20 CS-related, and 11 not) from northern Taiwan. Results revealed six categories of CoPL hierarchically: 1. memorizing concepts, logic, and syntax, 2. computing and practicing programming writing, 3. expressing programmers’ ideas and relieving pressure, 4. applying and understanding, 5. increasing one’s knowledge and improving one’s competence, and 6. seeing in a new way. Four categories of APL were also found, namely: 1. copying from the textbook, teachers, or others, 2. rote memory, 3. multiple exploration attempts, and 4. online or offline community interactions. Furthermore, we found that most CS students held higher level CoPL (e.g., seeing in a new way) than non-CS students. However, compared with non-CS students, CS students adopted more surface approaches to learning programming, such as copying and rote memory. Implications are discussed.


2016 ◽  
Vol 37 (6) ◽  
pp. 825-851 ◽  
Author(s):  
Gordon Emmett Hall ◽  
James Clyde DiPerna

The present study used multiple regression analyses to examine the relationships between fifth-grade social skills and eighth-grade academic achievement. Data were drawn from the Early Childhood Longitudinal Study–Kindergarten Class of 1998-1999 (ECLS-K). Results indicated no relationship between positive or negative social behavior in fifth grade and academic achievement or teacher-rated academic skills in eighth grade. However, consistent with previous studies, fifth-grade approaches to learning were found to be positive predictors of both academic achievement and teacher-rated academic skills in eighth grade. In addition, these results suggest that socioeconomic status plays a significant and potentially unexplored avenue for understanding these outcomes. These results further illuminate the way behaviors in elementary school relate to academic adjustment to middle school.


2019 ◽  
Vol 11 (9) ◽  
pp. 2476 ◽  
Author(s):  
Xinrong Yang ◽  
Frederick Leung ◽  
Shasha Zhang

This study reports the findings of a study which investigated junior secondary school students’ conceptions of and approaches to learning mathematics and their relationships in Mainland China. Two questionnaires, conceptions of learning mathematics (COLM) and approaches to learning mathematics (ALM), were administered to 1590 students. Descriptive analysis results suggest that Chinese junior school students tend to hold (1) higher-level conceptions of learning mathematics rather than lower-level conceptions, and (2) deep approaches to learning mathematics with a rather mixed surface and deep motive in learning mathematics. Correlation and regression analysis results confirm a structural relationship between students’ conceptions of and approaches to learning in the subject of mathematics. Two factors of students’ lower-level conceptions of learning mathematics, “memorizing” and “testing”, were the strongest predictor for the surface approaches to mathematics learning, while students’ higher-level conceptions of learning mathematics, such as “applying” and “understanding and mathematical thinking”, had a noticeable effect on their deep approaches to learning mathematics. However, under the pressure of examination in Mainland China, “understanding and mathematical thinking” was also found to exert quite a strong influence on students’ “surface motive”.


2007 ◽  
Vol 22 (2) ◽  
pp. 183-214 ◽  
Author(s):  
Angus Duff ◽  
Sam McKinstry

This paper provides an overview of the students' approaches to learning (SAL) literature, including a review of the models, theories, and research instruments. SAL research has developed largely in the United Kingdom and Australasia, where its concepts are widely understood by academics. Yet little research using these ideas has been done in North America. To encourage American accounting educators to redress this imbalance, the paper describes the motivations for undertaking SAL research, describes conceptions of learning, and reviews a number of inventories developed by SAL scholars for applied research in the field. In addition, this paper traces the development of SAL research in the discipline of accounting education. Finally, the paper reviews 19 extant articles to offer suggestions for future research.


2012 ◽  
Vol 36 (2) ◽  
pp. 131-142 ◽  
Author(s):  
Rebecca M. Fulop ◽  
Kimberly D. Tanner

Students go to school to learn. How much, however, do students understand about the biological basis of this everyday process? Blackwell et al. ( 1 ) demonstrated a correlation between education about learning and academic achievement. Yet there are few studies investigating high school students' conceptions of learning. In this mixed-methods research study, written assessments were administered to 339 high school students in an urban school district after they completed their required biology education, and videotaped interviews were conducted with 15 students. The results indicated that the majority of students know little about the biological basis of learning, even with prompting, and they recall having learned little about it in school. Students appear to believe that people control their own ability to learn, and some have developed personal hypotheses to describe the learning process. On written assessments, 75% of participants demonstrated a nonbiological framework for learning, and, during interviews, 67% of participants revealed misconceptions about the biological basis of learning. Sample quotes of these interviews are included in this report, and the implications of these findings are discussed.


2003 ◽  
Vol 17 (2) ◽  
pp. 143-155 ◽  
Author(s):  
Åge Diseth

The relationship between personality, approaches to learning, and academic achievement was investigated. Two different undergraduate student samples, totalling 310 students, participated in the study. Results showed the expected significant correlations between the personality factors of openness, neuroticism, and conscientiousness, on the one hand, and deep, surface, and strategic approaches to learning, on the other. A significant negative correlation between surface approach and achievement was observed in sample 1. In sample 2, achievement was positively correlated with neuroticism, openness, and deep approach, and negatively correlated with agreeableness. Path analysis showed that each approach to learning was predicted by multiple personality traits, and that academic achievement was predicted by approaches to learning. A separate analysis showed that the relationship between openness and achievement was mediated by a deep approach to learning. Copyright © 2002 John Wiley & Sons, Ltd.


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