Mode effects in digital versus paper-based exams and their relationship with item characteristics

Digital exams, which are becoming increasingly common, are sometimes offered alongside traditional paper-based assessments. Exam boards may adopt several approaches to implement a digital exam, including transferring paper-based assessments to an on-screen format. Regardless of the taken approach, it is essential to maintain comparability across assessment modes for fairness. This article examines, using Differential Item Functioning (DIF) analysis, whether 795 items from 31 exam components (in a range of qualifications and subjects) show an assessment mode effect. These exams were delivered via the Cambridge University Press & Assessment Digital Mocks Service and were based on previous live exam papers (that is, digital and paper-based exams asked candidates the same questions). All items were also coded using an item characteristics framework to investigate whether items with certain characteristics (e.g., heavy reading demand) were more likely to exhibit DIF. About one in five items showed DIF. While the presence of DIF does not necessarily imply that a mode effect exists, it does indicate that the item is not functioning as expected. Furthermore, our findings suggest that DIF was unlikely to be systematically associated with particular item characteristics. There were two exceptions. Firstly, DIF was more common amongst items requiring numeric or mathematical entry as their answer than amongst items with other characteristics – with more items being harder on paper. Secondly, items requiring text entry as their answer also had disproportionate numbers of DIF items being harder on paper. The research findings should be treated as indicative rather than definitive for several reasons, including that candidates were not randomly assigned to the two modes, lack of data for certain item characteristics, and the difficulty of isolating the effect of each item characteristic on candidate performance across modes.

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Publication Details

Journal
Apollo (University of Cambridge)
Published
2026-02-25
DOI
https://doi.org/10.17863/cam.127732
Primary Topic
Student Assessment and Feedback
Type
article
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article

Mode effects in digital versus paper-based exams and their relationship with item characteristics

Carmen H. J. Lim, C. L. Vidal Rodeiro, Tim Gill
Apollo (University of Cambridge)
Student Assessment and Feedback
article

Mode effects in digital versus paper-based exams and their relationship with item characteristics

Carmen H. J. Lim, C. L. Vidal Rodeiro, Tim Gill
article en

Abstract

Digital exams, which are becoming increasingly common, are sometimes offered alongside traditional paper-based assessments. Exam boards may adopt several approaches to implement a digital exam, including transferring paper-based assessments to an on-screen format. Regardless of the taken approach, it is essential to maintain comparability across assessment modes for fairness. This article examines, using Differential Item Functioning (DIF) analysis, whether 795 items from 31 exam components (in a range of qualifications and subjects) show an assessment mode effect. These exams were delivered via the Cambridge University Press & Assessment Digital Mocks Service and were based on previous live exam papers (that is, digital and paper-based exams asked candidates the same questions). All items were also coded using an item characteristics framework to investigate whether items with certain characteristics (e.g., heavy reading demand) were more likely to exhibit DIF. About one in five items showed DIF. While the presence of DIF does not necessarily imply that a mode effect exists, it does indicate that the item is not functioning as expected. Furthermore, our findings suggest that DIF was unlikely to be systematically associated with particular item characteristics. There were two exceptions. Firstly, DIF was more common amongst items requiring numeric or mathematical entry as their answer than amongst items with other characteristics – with more items being harder on paper. Secondly, items requiring text entry as their answer also had disproportionate numbers of DIF items being harder on paper. The research findings should be treated as indicative rather than definitive for several reasons, including that candidates were not randomly assigned to the two modes, lack of data for certain item characteristics, and the difficulty of isolating the effect of each item characteristic on candidate performance across modes.

Apollo (University of Cambridge)
Quality Education
Openalex Percentile: Top 44%
Student Assessment and Feedback
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