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Wan, Han; Zhong, Zihao; Tang, Lina; Gao, Xiaopeng – IEEE Transactions on Learning Technologies, 2023
Small private online courses (SPOCs) have influenced teaching and learning in China's higher education. Learning management systems (LMSs) are important components in SPOCs. They can collect various data related to student behavior and support pedagogical interventions. This research used feature engineering and nearest neighbor smoothing models…
Descriptors: Online Courses, Learning Management Systems, Higher Education, Student Behavior
Denton, Jon J.; Crowley, Lee B. – 1976
To determine the correlation between unit test performance and retention on final examinations, scores of 68 secondary level teaching candidates enrolled in a general methods course were studied. Unit tests were administered frequently to determine student achievement of the 38 course objectives. Two retests per student were allowed, with…
Descriptors: Academic Achievement, Achievement Tests, Correlation, Course Objectives

Gay, John E. – British Journal of Educational Technology, 1984
Describes an investigation of time as a learner variable in an individualized mode of health instruction where time was permitted to vary, hypothesizing that aptitude as measured by a standardized test could correlate more closely with time in instruction than with achievement where students were expected to reach criterion levels. (MBR)
Descriptors: Academic Achievement, Academic Aptitude, Correlation, Educational Research