{"title":"内在、外在及相关认知负荷测量工具之建构与预测效度","authors":"Merima Zukic, Nermin Đapo, Dženana Husremović","doi":"10.13189/UJP.2016.040505","DOIUrl":null,"url":null,"abstract":"The aims of this study were to assess the factor structure of a new instrument for the measurement of intrinsic, extraneous and germane cognitive load in a Bosnian sample, to determine the internal consistency of this instrument and to determine whether the instrument predicts learning outcomes. The participants were 75 undergraduate students from the Department of Psychology, University of Sarajevo. Data was collected using the Questionnaire for the Measurement of Intrinsic, Extraneous and Germane Load developed by Leppink, Pass, Van der Vleuten, Van Gog & Van Merrienboer [15] and a Brief Test of Knowledge developed for the purpose of the present study. Results of a confirmatory factor analysis support a three-dimensional model, with the item loadings in the expected manner. The factor structure obtained in our study is consistent with the factor structure reported by Leppink et al. [15]. In addition, the scale items showed good internal consistencies. The results obtained in our study suggest that low intrinsic in combination with high germane scores contribute to learning outcome. High complexity of learning material in combination with not well-organized prerequisite knowledge causes lower investment of germane cognitive resources, i.e. learning process, and consequently lower learning outcome. Overall, despite a relatively small sample size, the results of our study show a clear three-factor structure that corresponded to intrinsic, extraneous and germane cognitive load. The questionnaire could be an important instrument for research practice in domain of CLT. Moreover, the instrument has significant practical value. 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引用次数: 8
摘要
本研究的目的是评估波斯尼亚样本中用于测量内在、外在和相关认知负荷的新工具的因素结构,以确定该工具的内部一致性,并确定该工具是否预测学习结果。参与者是来自萨拉热窝大学心理学系的75名本科生。数据收集使用Leppink、Pass、Van der Vleuten、Van Gog和Van Merrienboer[15]开发的“内在、外在和相关负荷测量问卷”和为本研究目的开发的“知识简短测试”。验证性因子分析的结果支持一个三维模型,项目加载在预期的方式。本研究获得的因子结构与Leppink等[15]报道的因子结构一致。此外,量表项目具有良好的内部一致性。本研究结果表明,低内禀分数与高相关性分数相结合有助于学习效果。学习材料的高度复杂性加上前提知识组织不完善,导致相关认知资源(即学习过程)的投入减少,从而导致学习效果降低。总体而言,尽管样本量相对较小,但我们的研究结果显示了一个明确的三因素结构,对应于内在、外在和相关的认知负荷。问卷调查可以成为CLT领域研究实践的重要工具。该仪器具有重要的实用价值。教育从业者可以使用该工具在研究和规划他们的教学,以最大限度地提高学习。
Construct and Predictive Validity of an Instrument for Measuring Intrinsic, Extraneous and Germane Cognitive Load
The aims of this study were to assess the factor structure of a new instrument for the measurement of intrinsic, extraneous and germane cognitive load in a Bosnian sample, to determine the internal consistency of this instrument and to determine whether the instrument predicts learning outcomes. The participants were 75 undergraduate students from the Department of Psychology, University of Sarajevo. Data was collected using the Questionnaire for the Measurement of Intrinsic, Extraneous and Germane Load developed by Leppink, Pass, Van der Vleuten, Van Gog & Van Merrienboer [15] and a Brief Test of Knowledge developed for the purpose of the present study. Results of a confirmatory factor analysis support a three-dimensional model, with the item loadings in the expected manner. The factor structure obtained in our study is consistent with the factor structure reported by Leppink et al. [15]. In addition, the scale items showed good internal consistencies. The results obtained in our study suggest that low intrinsic in combination with high germane scores contribute to learning outcome. High complexity of learning material in combination with not well-organized prerequisite knowledge causes lower investment of germane cognitive resources, i.e. learning process, and consequently lower learning outcome. Overall, despite a relatively small sample size, the results of our study show a clear three-factor structure that corresponded to intrinsic, extraneous and germane cognitive load. The questionnaire could be an important instrument for research practice in domain of CLT. Moreover, the instrument has significant practical value. Educational practitioner can use the instrument in researching and planning their teaching to maximise learning.