Recently, Northwest Evaluation Association (NWEA) completed a study to connect the scale of the Minnesota Comprehensive Assessments (MCA) Testing Program used for Minnesota's mathematics and reading assessments with NWEA's RIT (Rasch Unit) scale. Information from the state assessments was used in a study to establish performance-level scores on…

The teacher's task of assigning letter grades to students and the public's interpretation of them can be perplexing. Does the student's grade represent the level of achievement, the gain in achievement, or some combination of the two? Is the student's effort included in the grade, or are high achievers given good marks regardless of effort? Are…

Most researchers agree that psychological/educational tests are sensitive to multiple traits, implying the need for a multidimensional item response theory (MIRT). One limitation of applying a MIRT in practice is the difficulty in establishing equivalent scales of multiple traits. In this study, a new MIRT linking method was proposed and evaluated…

The arbitrary nature of growth trends in cognitive variables is illustrated. Two metrics, grade equivalent and item-response theory representations, both of which preserve the order of performance levels in test data, produced different pictures of cognitive growth, and differences were seen to arise from differences in the scaling models. (SLD)

A procedure for checking the score equivalence of nearly identical editions of a test is described and illustrated with Scholastic Aptitude Test data. The procedure uses the standard error of equating and uses graphical representation of score conversion deviations from the identity function in standard error units. (SLD)

It has long been a part of psychometric lore that the variance of children's scores on cognitive tests increases with age. This "increasing-variance" phenomenon was first observed on A. Binet's intelligence measures in the early 1900s. An important detail in this matter is the fact that developmental scales based on age or grade have…

The study examined the hypothesis that different evaluative interpretations of studies of special education effectiveness may be a function of the manner in which data are summarized and reported. Four metrics are compared including raw score, grade-equivalent score, z-score, and discrepancy index. Criteria for selecting metrics for program…

The advantages and disadvantages of grade equivalent (GE) scores are explored, including appropriate uses for GE type scores and how to bring current GE scales closer to the type of information educators appear to desire. Although GE scores are not an equal interval scale, not comparable across school subjects, and do not indicate the grade level…

The performance of pupils, individual schools, and the Wichita Public School System is depicted in a quantitative report of the results of the Iowa Tests of Basic Skills (ITBS) administered as part of the system's basic testing program. The ITBS battery measured vocabulary, reading, language, work-study and mathematics skills and results are given…

Developmental standard score scales produce unrealistic expectations for growth of low-achieving students only if the low-achieving students are tested in an inappropriate way. Examples illustrate the unrealistic nature of such score scales when applied to the testing of learning disabled and Chapter One students. (SLD)

Motivating students to perform well on assessment tests is difficult when students know the results have no academic consequence. The present study evaluates the influence of assessment context (graded vs. non-graded) on the reliability of an assessment measure. Results indicate the graded condition produces higher reliability (r = 0.71) than the…

In comparing the annual growth of low-achieving students and high-achieving students who remain at the same percentile rank, educators must choose between the properties of developmental standard scores and grade equivalents. The growth patterns for grade equivalent scores may be more reasonable than those for standard score scales. (SLD)

Grade-equivalent scores are widely used in the school system in reporting students' performance on standardized achievement tests. This paper explores how grade equivalent scores are calculated and interpreted. In addition, the paper examines the limitations of grade-equivalent scores through the use of small heuristic data sets. A…

In certain situations, grade equivalent scores are the most appropriate statistic available for reporting achievement test data. It is noted that testing practitioners have found that raw scores, normal curve equivalents, stanines, and standard scores are very useful. However, it is best to convert to either grade equivalents or percentiles before…

In their discussion of problems related to identifying learning disabilities with individually administered achievement tests, Phillips and Clarizio incorrectly conclude that developmental standard score scales produce unrealistic expectations for the growth of low-achieving students. By definition, these scores state how much the norm group's…