Ceiling Effect: When Your Data Hits a Wall
Introduction to the Ceiling Effect The ceiling effect is a fundamental psychometric limitation that arises when a measurement instrument, such as a test or questionnaire, fails to adequately distinguish between individuals whose true ability or construct level lies at or above the maximum obtainable score. Essentially, the test runs out of measurement bandwidth at the […]