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Jeffrey Matayoshi; Shamya Karumbaiah – Journal of Educational Data Mining, 2024
Various areas of educational research are interested in the transitions between different states--or events--in sequential data, with the goal of understanding the significance of these transitions; one notable example is affect dynamics, which aims to identify important transitions between affective states. Unfortunately, several works have…
Descriptors: Models, Statistical Bias, Data Analysis, Simulation
Westlund, Erik; Stuart, Elizabeth A. – American Journal of Evaluation, 2017
This article discusses the nonuse, misuse, and proper use of pilot studies in experimental evaluation research. The authors first show that there is little theoretical, practical, or empirical guidance available to researchers who seek to incorporate pilot studies into experimental evaluation research designs. The authors then discuss how pilot…
Descriptors: Use Studies, Pilot Projects, Evaluation Research, Experiments
Conley, David T. – Educational Policy Improvement Center (NJ1), 2007
The AP Course Audit utilizes a criterion-based professional judgment method of analysis within a nested multi-step review process. The overall goal of the methodology is to yield a final judgment on each syllabus that is ultimately valid. While reviewer consistency is an important consideration, the most important goal is to reach a final judgment…
Descriptors: Academic Achievement, Compliance (Legal), Course Descriptions, Course Content