ITEMS Modules
Module 1: What's the Score (Test Scores
and Distributions)
• Types of tests to be discussed (standardized
achievement tests, classroom tests)
• Brief overview of validity; uses and misuses of test
scores
• Distributions and their properties (mean, median,
mode, range, standard deviation)
• Types of scores (raw scores, percentiles, stanines,
standard scores, grade-equivalents)
• Norms (importance of date and subpopulation)
• Norm-referenced and criterion-referenced score
interpretation
Module 2: What Scores Do and Don't Tell Us
(Imprecision in Individual and Average Test Scores)
• Measurement error (definition, sources, e.g.
anxiety, inattention, timing errors)
• Reliability (definition, association with test
quality and length)
• Standard error of measurement, applicability to
grades, ratings etc., as well as scores
• Sampling error of means, medians, and other
statistics
• Precision of individual scores versus precision of
means and other summary statistics
• Implications of imprecision for interpretation
Module 3: What's the Difference
(Interpretation of Test Score Differences and Trends)
• Statistical significance and how it differs from
practical significance
• Implications of imprecision for interpretation of
score changes and trends
• Importance of disaggregating data for key subgroups
• Effect of changes in tests and test forms; use of
equating to adjust for difficulty differences
• Effects of practice, coaching, curriculum changes,
and teaching to the test