文章基本信息

标题：On Instructional Utility, Statistical Methodology, and the Added Value of ECD: Lessons Learned from the Special Issue
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作者：Brian Nelson ; Rebecca Nugent ; Andre A. Rupp 等
期刊名称：Journal of Educational Data Mining
电子版ISSN：2157-2100
出版年度：2012
卷号：4
期号：1
页码：224-230
出版社：International EDM Society
摘要：This special issue of JEDM was dedicated to bridging work done in the disciplines of educational and psychologicalassessment and educational data mining (EDM) via the assessment design and implementation framework ofevidence-centered design (ECD). It consisted of a series of five papers: one conceptual paper on ECD, three appliedcase studies that use ECD and EDM tools, and one simulation study that relies on ECD for its design and EDM forits implementation. In this reflection piece we discuss some of the key lessons that we have learned from the articlesin this special issue with respect to the instructional utility of the digital learning environments, the nature of thestatistical methodologies used, and the added value of the ECD framework for the work conducted in these projects.