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Welcome to Θ – b, a site dedicated to improving the field of educational and psychological measurement through the sharing of instructional resources, research findings, and statistical tools.

This site is maintained by Tony Albano, Associate Professor in the School of Education at the University of California, Davis. More here.

What is Measurement?

Measurement, in the fields of education and psychology, is the process of gathering information and making inferences about human attributes like knowledge, achievement, and motivation.

Measurement is concerned with the interaction between person and item, sometimes expressed as Θ – b. Good measurement optimizes this interaction via:

  • best practices in test development
  • careful item writing
  • accessible content and administration procedures
  • accurate calibration and scoring and
  • understandable score reporting.

The ideal result is actionable information that supports decisions regarding things like academic abilities, preparation for college, and qualifications for a career.

If you’re liking what you hear, check out my intro measurement book. It’s free online and as a PDF, and will soon be available for print on demand.

Blog

What is Educational and Psychological Measurement Like?

Educational and psychological measurement is like lots of things. In introductory textbooks, it’s compared to physical measurement – rulers for measuring length or floor scales for measuring weight. Another popular analogy is shooting at a target. Picture Robin Hood splitting the Sheriff of Nottingham’s arrow, like it’s no big deal, to claim the bullseye – …

Article on Intersectional DIF in Applied Measurement in Education

Brian French, Thao Thu Vo, and I recently (February, 2024) published an open-access paper in Applied Measurement in Education on Traditional vs Intersectional DIF Analysis: Considerations and a Comparison Using State Testing Data. https://doi.org/10.1080/08957347.2024.2311935 The paper extends research by Russell and colleagues (e.g., 2021) on intersectional differential item functioning (DIF). Here’s our abstract. Recent research …