Departamento de Psicología Evolutiva y Didáctica, Universidad de Alicante. Ap. Correos 99, 03080 Alicante, Spain.
Span J Psychol. 2012 Mar;15(1):48-60. doi: 10.5209/rev_sjop.2012.v15.n1.37283.
As a result of studies examining factors involved in the learning process, various structural models have been developed to explain the direct and indirect effects that occur between the variables in these models. The objective was to evaluate a structural model of cognitive and motivational variables predicting academic achievement, including general intelligence, academic self-concept, goal orientations, effort and learning strategies. The sample comprised of 341 Spanish students in the first year of compulsory secondary education. Different tests and questionnaires were used to evaluate each variable, and Structural Equation Modelling (SEM) was applied to contrast the relationships of the initial model. The model proposed had a satisfactory fit, and all the hypothesised relationships were significant. General intelligence was the variable most able to explain academic achievement. Also important was the direct influence of academic self-concept on achievement, goal orientations and effort, as well as the mediating ability of effort and learning strategies between academic goals and final achievement.
由于研究涉及学习过程中的各种因素,已经开发出各种结构模型来解释这些模型中变量之间的直接和间接影响。目的是评估一个认知和动机变量的结构模型,预测学业成绩,包括一般智力、学业自我概念、目标取向、努力和学习策略。样本包括 341 名西班牙义务教育一年级学生。使用不同的测试和问卷来评估每个变量,并应用结构方程建模(SEM)来对比初始模型的关系。所提出的模型拟合度良好,所有假设的关系都具有显著性。一般智力是最能解释学业成绩的变量。学业自我概念对成就、目标取向和努力的直接影响也很重要,努力和学习策略在学业目标和最终成就之间的中介能力也很重要。