1973ETS Research Bulletin SeriesOpen access

FITTING A MODEL OF SCHOOL LEARNING TO APTITUDE AND ACHIEVEMENT DATA OVER GRADE LEVELS1

John B. Carroll

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Abstract

ABSTRACT A model of school learning proposed by the writer in 1962, concerned with relations among aptitude, achievement, and time to learn, is extended to the analysis of regressions of achievement on aptitude over multiple grade levels. This mathematical model provides good fits to empirical data from a series of vertically‐equated scales of aptitude and achievement obtained by G. R. Burket for Grades 1 through 12, and appears to be able to indicate which of a given pair of tests is more like an aptitude test. An aptitude component connected with learning rate is found for a Memory test as a predictor of Arithmetic achievement, and for a Vocabulary test as a predictor of Reading achievement.

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ABSTRACT A model of school learning proposed by the writer in 1962, concerned with relations among aptitude, achievement, and time to learn, is extended to the analysis of regressions of achievement on aptitude over multiple grade levels. This mathematical model provides good fits to empirical data from a series of vertically‐equated scales of aptitude and achievement obtained by G. R. Burket for Grades 1 through 12, and appears to be able to indicate which of a given pair of tests is more like an aptitude test. An aptitude component connected with learning rate is found for a Memory test as a predictor of Arithmetic achievement, and for a Vocabulary test as a predictor of Reading achievement.

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Available abstract

ABSTRACT A model of school learning proposed by the writer in 1962, concerned with relations among aptitude, achievement, and time to learn, is extended to the analysis of regressions of achievement on aptitude over multiple grade levels. This mathematical model provides good fits to empirical data from a series of vertically‐equated scales of aptitude and achievement obtained by G. R. Burket for Grades 1 through 12, and appears to be able to indicate which of a given pair of tests is more like an aptitude test. An aptitude component connected with learning rate is found for a Memory test as a predictor of Arithmetic achievement, and for a Vocabulary test as a predictor of Reading achievement.

Key concepts: Aptitude, Achievement test, Reading (process), Test (biology), Vocabulary, Psychology, Mathematics education, Developmental psychology

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