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Predicting School Achievement Rather than Intelligence: Does Metacognition Matter?

机译:预测学校成绩而不是智力:元认知重要吗?

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This paper investigates the role of specific and general metacognitive ability on specific and general academic achievement, controlling for the effects of intelligence. Four hypotheses were elaborated and empirically tested through structural equation modelling. The sample was composed by 684 students (6th to 12th graders) from a private Brazilian school, which answered to three intelligence tests and three metacognitive tests. The modeled hypotheses presented a good data-fit (χ2 = 51.18; df = 19; CFI = 1.00; RMSEA = 0.05), showing that the general metacognitive ability explained general academic achievement rather than intelligence, but did not explain specific academic achievement. On the other hand, specific metacognitive ability explained specific academic achievement rather than intelligence, but did not explain general academic achievement. The predictive power of the general metacognitive ability was greater than fluid intelligence in the explanation of general academic achievement. In the same line, specific metacognitive ability had a greater predictive power than intelligence and specific knowledge in the explanation of specific academic achievement. Finally, a new structural model of metacognition and its role in academic achievement are proposed.
机译:本文研究了特定的和一般的元认知能力在特定的和一般的学术成就上的作用,控制了智力的影响。通过结构方程建模,详细阐述了四个假设并进行了实证检验。该样本由来自巴西一所私立学校的684名学生(6至12年级学生)组成,回答了三个智力测验和三个元认知测验。建模的假设提供了良好的数据拟合(χ2= 51.18; df = 19; CFI = 1.00; RMSEA = 0.05),表明一般的元认知能力解释了一般的学术成就而不是智力,但没有解释具体的学术成就。另一方面,特定的元认知能力解释的是特定的学业成绩,而不是智力,但并不能解释一般的学业成绩。在一般学术成就的解释中,一般的元认知能力的预测能力要大于流体智力。同样,在解释特定学业成绩时,特定的元认知能力比智力和特定知识具有更大的预测能力。最后,提出了一种新的元认知结构模型及其在学术成就中的作用。

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