A Comparison of Different Methods for Measuring Individual Change in Kindergarten Children

Measuring progress in students is an important consideration when making decisions in education, clinical practice, and research. However, change due to learning over time at the group level cannot be applied to interpret individual change. Therefore, the current study compared four methods for measuring individual change: reliable change index controlling for practice effects (RCI), standardized individual difference (SID), estimated standardized regression-based (SRB) change, and a normalization approach. Participants included 157 children (4 years initially and 5 years at follow-up) who completed measures of language, reading, and mathematics and were tested 1 year apart. We measured individual differences in children as they developed academic-relevant competencies. The RCI and SID indices yielded the same results. While group-based statistics did not find a change overall, the RCI/SID and SRB methods identified 7.64% and 8.28% of students as having changed, respectively. Further, in a subgroup of 54 low scorers, the RCI/SID and SRB methods indicated that 14.81% and 16.67% of students changed, respectively, whereas the normalization method identified a higher rate at 24.07%. The RCI, SID, and SRB methods showed similar results, whereas the normalization method differed from the others. Finally, a practical tool (Excel-based Growth Calculator) is provided to assist practitioners in evaluating individual change. Overall, these methods provide starting points for measuring change in individuals.

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Publication Details

Journal
Education Sciences
Published
2025-11-03
DOI
https://doi.org/10.3390/educsci15111475
Primary Topic
Psychometric Methodologies and Testing
Type
article
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article

A Comparison of Different Methods for Measuring Individual Change in Kindergarten Children

Janis Oram Cardy, Marc F. Joanisse, Lisa M. D. Archibald, Christine L. Stager et al.
Education Sciences
Psychometric Methodologies and Testing
article

A Comparison of Different Methods for Measuring Individual Change in Kindergarten Children

Janis Oram Cardy, Marc F. Joanisse, Lisa M. D. Archibald, Christine L. Stager, Theresa Pham, Daniel Ansari
article en

Abstract

Measuring progress in students is an important consideration when making decisions in education, clinical practice, and research. However, change due to learning over time at the group level cannot be applied to interpret individual change. Therefore, the current study compared four methods for measuring individual change: reliable change index controlling for practice effects (RCI), standardized individual difference (SID), estimated standardized regression-based (SRB) change, and a normalization approach. Participants included 157 children (4 years initially and 5 years at follow-up) who completed measures of language, reading, and mathematics and were tested 1 year apart. We measured individual differences in children as they developed academic-relevant competencies. The RCI and SID indices yielded the same results. While group-based statistics did not find a change overall, the RCI/SID and SRB methods identified 7.64% and 8.28% of students as having changed, respectively. Further, in a subgroup of 54 low scorers, the RCI/SID and SRB methods indicated that 14.81% and 16.67% of students changed, respectively, whereas the normalization method identified a higher rate at 24.07%. The RCI, SID, and SRB methods showed similar results, whereas the normalization method differed from the others. Finally, a practical tool (Excel-based Growth Calculator) is provided to assist practitioners in evaluating individual change. Overall, these methods provide starting points for measuring change in individuals.

Education SciencesVol. 15(11)
Western University (CA), Thames Valley Children's Centre (CA)
Openalex Percentile: Top 62%
Psychometric Methodologies and Testing
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