Measurement invariance in the enjoyment of reading across grades measured by IRT and DIF analysis

Abstract When measuring a phenomena across different grades it is important that the instrument measures the same way by being perceived in the same manner no matter what grade. Especially if the phenomena is a concept that should be universal and therefore independent of other circumstances, such as age. To the best of all worlds, the phenomena of enjoyment of reading should thus be universal and measure the same across grades through its measurement of intrinsic motivation of reading. Inspired by the ILSA study PIRLS 2021 a scale of enjoyment of reading was created and examined for DIF across ages and evaluated by IRT in a sample of all pupils in the public-school system in one municipality in Denmark (grade 0.–9., age 6–16). The analysis shows DIF in items, and the DIF cluster to be similar for younger pupils (0.–2. grade, age 6–8) and the older pupils (3.–9. grade, age 9–16), which indicates that the measurement is different for the two groups. The measurement of enjoyment of reading is thus not universal, as our results indicate that grades 0–2 should not be included or that one should be aware of the potential issues related to these first grades.

Authors

Institutions

Publication Details

Journal
Large-scale Assessments in Education
Published
2026-02-17
DOI
https://doi.org/10.1186/s40536-026-00280-3
Primary Topic
Reading and Literacy Development
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Measurement invariance in the enjoyment of reading across grades measured by IRT and DIF analysis

Morten Rasmus Augestad-Puck, Simon Skov Fougt
Large-scale Assessments in Education
Reading and Literacy Development
article

Measurement invariance in the enjoyment of reading across grades measured by IRT and DIF analysis

Morten Rasmus Augestad-Puck, Simon Skov Fougt
article en

Abstract

Abstract When measuring a phenomena across different grades it is important that the instrument measures the same way by being perceived in the same manner no matter what grade. Especially if the phenomena is a concept that should be universal and therefore independent of other circumstances, such as age. To the best of all worlds, the phenomena of enjoyment of reading should thus be universal and measure the same across grades through its measurement of intrinsic motivation of reading. Inspired by the ILSA study PIRLS 2021 a scale of enjoyment of reading was created and examined for DIF across ages and evaluated by IRT in a sample of all pupils in the public-school system in one municipality in Denmark (grade 0.–9., age 6–16). The analysis shows DIF in items, and the DIF cluster to be similar for younger pupils (0.–2. grade, age 6–8) and the older pupils (3.–9. grade, age 9–16), which indicates that the measurement is different for the two groups. The measurement of enjoyment of reading is thus not universal, as our results indicate that grades 0–2 should not be included or that one should be aware of the potential issues related to these first grades.

Large-scale Assessments in EducationVol. 14(1)
Aarhus University (DK), Rudolf Steiner University College (NO)
Quality Education
Openalex Percentile: Top 56%
Reading and Literacy Development
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Measurement invariance in the enjoyment of reading across grades measured by IRT and DIF analysis — Morten Rasmus Augestad-Puck, Simon Skov Fougt · Large-scale Assessments in Education (2026) | TGRS Research Map | TGRS