Are affective factors a good predictor of science achievement? Examining the role of affective factors based on PISA 2006
Küçük Resim Yok
Tarih
2013
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
ELSEVIER SCIENCE BV
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This study investigated how affective factors like attitude and motivation contribute to science achievement in PISA 2006 using linear structural modeling. The data set of PISA 2006 collected from 4942 fifteen-year-old Turkish students (2290 females, 2652 males) was used for the statistical analyses. A total of 42 selected items on a four point Likert-type scale were initially subjected to Exploratory Factor Analysis (EFA) resulting in seven factors with total variance of 64.82%. Confirmatory Factor Analysis (CFA) was later performed for cross-validation of factor structures of PISA 2006 data. Furthermore, Structural Equation Modeling (SEM) was also utilized to test the proposed model representing the relationship among affective factors and Turkish students' science achievement scores in PISA 2006. The results indicated that the hypothesized model fits data well. The results also revealed that, in general, affective factors contributed significantly either positively or negatively to 15 year-old students' science achievement. In addition, affective factors were observed to be predictors of the science achievement based on PISA 2006 Turkish data set, but they are not good predictors due to their low magnitude. In light of the findings, implications are presented for further studies. Crown Copyright (C) 2012 Published by Elsevier Inc. All rights reserved.
Açıklama
Anahtar Kelimeler
Affective factors, PISA 2006, Science achievement, Structural equation modeling
Kaynak
LEARNING AND INDIVIDUAL DIFFERENCES
WoS Q Değeri
Q2
Scopus Q Değeri
Q1
Cilt
24
