TY - JOUR
T1 - Primary school students' learning experiences of, and self-beliefs about competence, effort, and difficulty
T2 - Random effects models
AU - Malmberg, Lars Erik
AU - Walls, Theodore A.
AU - Martin, Andrew J.
AU - Little, Todd D.
AU - Lim, Wee H.T.
N1 - Funding Information:
We are thankful to all students, teachers and teaching assistants who took part in this study, and for the support of the head teachers and representatives of two Local Education Authorities in England, and particularly to Cassandra Woolgar (Halliburton), Anthony Riches and Dan Archer. The study was supported by the Research Development Fund , at the University of Oxford, during the first author's Research Counsels UK (RCUK) fellowship. Dr. Theodore A. Walls received partial support from the American Cancer Society during this work.
PY - 2013/12
Y1 - 2013/12
N2 - Expanding research on individual differences in students' self-beliefs about ability, effort and difficulty, we investigated the variability and interrelatedness of situation-specific learning experiences of competence evaluation, effort exertion and task difficulty during one week at school. In total, 292 students in years 5 and 6 (Mage 10.5years) filled in electronic questionnaires during 15.3 learning episodes on average during one week (SD=4.3; Range=2-34, Total nexperiences=4,566). Students' learning experiences varied substantively across situations (rICC from .21 to .28), and were differentially interrelated between students (rSD from .28 to .40; random slope SDs .14 to .20). Using multilevel structural equation models (MSEM), we found that students who on average, across situations, evaluated their competence higher exerted less effort in situations and evaluated their competence higher at difficult tasks. Higher performers exerted more effort at difficult tasks, girls exerted more effort than boys for the same level of competence evaluation, and students who in general found school difficult evaluated their competence higher at easier tasks. The investigation of situation-specific learning experiences provides insights into student belief systems in educational contexts which complement our knowledge of individual difference in such beliefs.
AB - Expanding research on individual differences in students' self-beliefs about ability, effort and difficulty, we investigated the variability and interrelatedness of situation-specific learning experiences of competence evaluation, effort exertion and task difficulty during one week at school. In total, 292 students in years 5 and 6 (Mage 10.5years) filled in electronic questionnaires during 15.3 learning episodes on average during one week (SD=4.3; Range=2-34, Total nexperiences=4,566). Students' learning experiences varied substantively across situations (rICC from .21 to .28), and were differentially interrelated between students (rSD from .28 to .40; random slope SDs .14 to .20). Using multilevel structural equation models (MSEM), we found that students who on average, across situations, evaluated their competence higher exerted less effort in situations and evaluated their competence higher at difficult tasks. Higher performers exerted more effort at difficult tasks, girls exerted more effort than boys for the same level of competence evaluation, and students who in general found school difficult evaluated their competence higher at easier tasks. The investigation of situation-specific learning experiences provides insights into student belief systems in educational contexts which complement our knowledge of individual difference in such beliefs.
KW - Ability
KW - Difficulty
KW - Effort
KW - Intensive longitudinal data
KW - Multilevel structural equation model
UR - http://www.scopus.com/inward/record.url?scp=84884947791&partnerID=8YFLogxK
U2 - 10.1016/j.lindif.2013.09.007
DO - 10.1016/j.lindif.2013.09.007
M3 - Article
AN - SCOPUS:84884947791
SN - 1041-6080
VL - 28
SP - 54
EP - 65
JO - Learning and Individual Differences
JF - Learning and Individual Differences
ER -