22–25 Jul 2025
EAM2025
Atlantic/Canary timezone

Setting Stopping Rules for Progressive Tests: A Practical and Transparent Toolkit

23 Jul 2025, 09:45
15m
Faculty of Social Sciences and Communication. (The Pyramid)/12 - Room (Faculty of Social Sciences and Communication. (The Pyramid))

Faculty of Social Sciences and Communication. (The Pyramid)/12 - Room

Faculty of Social Sciences and Communication. (The Pyramid)

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Speaker

Jianan Chen (Centre for Educational Measurement, University of Oslo)

Abstract

In psychological assessment, a popular test design is administering items in order of progressively increasing difficulty, referred to as a progressive test. Prime examples include subtests of the well-known Wechsler intelligence test batteries. Progressive tests are based on the concept of a Guttman scale, which facilitates intuitive score interpretation, and the application of stopping rules in test administration for higher efficiency and less test burden. However, in practice, stopping rules often lack a well-documented empirical basis and justification due to the absence of clear standards and guidelines, raising general concerns about fairness and validity. To facilitate evidence-based decision-making for setting appropriate stopping rules, we propose a transparent approach that charts the impact of varied alternative stopping rules on Accuracy (e.g., test outcomes at the individual and group level, and norm tables) and Efficiency (e.g., person-specific test length). These A-E charts are based on retro-actively applying stopping rules to normative data administered without a stopping rule or with a default stopping rule. An empirical working example is used to illustrate the proposed toolkit. We show that a universal stopping rule likely does not exist and that the optimal rule varies as a function of the desired efficiency-accuracy trade-off suitable for the intended test use and target population. The proposed approach provides a pragmatic solution for practitioners, researchers, test developers, and test publishers to rethink the existing stopping rules, systematically evaluate the alternatives, and set appropriate rules.

Oral presentation Setting Stopping Rules for Progressive Tests: A Practical and Transparent Toolkit
Author Jianan Chen, Ellen Irén Brinchmann and Johan Braeken
Affiliation University of Oslo
Keywords stopping/discontinue rule, test design

Primary author

Jianan Chen (Centre for Educational Measurement, University of Oslo)

Co-authors

Ellen Irén Brinchmann (Department of Special Needs Education, University of Oslo, Oslo, Norway) Johan Braeken (Centre for Educational Measurement, University of Oslo)

Presentation materials