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Vertical Scaling×Educational Growth Curve Modeling×
FieldEducationEducation
FamilyLatent structureRegression model
Year of origin20141987
OriginatorEducational measurement tradition (Thurstone; Kolen & Brennan synthesis)Anthony Bryk & Stephen Raudenbush; Judith Singer & John Willett
TypeConstruction of a single developmental score scale spanning multiple gradesLongitudinal multilevel model of individual change
Seminal sourceKolen, M. J., & Brennan, R. L. (2014). Test Equating, Scaling, and Linking: Methods and Practices (3rd ed.). Springer. ISBN: 9781493903160Singer, J. D., & Willett, J. B. (2003). Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. Oxford University Press. ISBN: 9780195152968
AliasesDevelopmental Scaling, Vertical Linking, Cross-Grade Scaling, Growth Scale ConstructionLatent Growth Curve Modeling in Education, Multilevel Growth Models for Achievement, Individual Growth Trajectory Analysis, Learning Trajectory Modeling
Related44
SummaryVertical scaling places tests written for different grade levels onto a single continuous score scale so that growth from one grade to the next can be measured in common units. Unlike horizontal equating, which links alternate forms intended to be interchangeable, vertical scaling deliberately links tests of differing difficulty and content to build a developmental continuum spanning, for example, grades 3 through 8. It is the measurement foundation that lets a fourth-grade and a fifth-grade score be subtracted to express how much a student grew.Educational growth curve modeling is a longitudinal multilevel technique for describing and explaining how individual students change over time on an outcome such as reading or mathematics achievement. Building on the hierarchical linear models framework formalized by Bryk and Raudenbush (1987) and the applied longitudinal treatment of Singer and Willett (2003), it fits each student a personal trajectory — an intercept and one or more slopes — and then models how those personal growth parameters vary across students and relate to learner characteristics, classrooms, and schools.
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ScholarGateCompare methods: Vertical Scaling · Educational Growth Curve Modeling. Retrieved 2026-06-25 from https://scholargate.app/en/compare