# Scoring Originality in Mathematical Problem-Solving: Comparison of Criterion-Referenced Scoring with Alternate Measures

**Authors:** A. Kadir Bahar, Iclal Can, C. June Maker, Rabia Sipahi, Yasemin Sipahi

PMC · DOI: 10.3390/bs16020249 · Behavioral Sciences · 2026-02-09

## TL;DR

This study compares different ways to score originality in math problem-solving to see how they relate and affect assessments.

## Contribution

The study provides new insights into how different scoring methods influence the evaluation of mathematical originality in diverse student populations.

## Key findings

- Criterion-referenced originality scores were compared with sample-based and expert-referenced scoring methods.
- The study highlights implications for interpreting students' original mathematical thinking through different scoring systems.
- Findings contribute to debates on fair and meaningful educational assessment practices.

## Abstract

The purpose of this study was to examine the extent to which criterion-referenced originality scores are related to scores generated through alternative measures of originality (i.e., sample-based scoring and expert-referenced scoring) in mathematical problem-solving tasks. Drawing on data from 520 students enrolled in a public elementary school situated in a culturally diverse metropolitan area of New South Wales, Australia, the criterion-referenced approach was compared psychometrically with sample-based and expert-referenced scoring approaches. Another focus for analysis was on how each scoring system describes the relationship between originality and fluency. The results are important for ongoing debates about creativity and educational assessment, highlighting the implications of scoring methods for the interpretation of students’ original mathematical thinking. The study contributes important information for the design of fair and meaningful assessment and scoring practices.

## Full-text entities

- **Genes:** CAT (catalase) [NCBI Gene 847]
- **Diseases:** injury to (MESH:D014947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938549/full.md

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Source: https://tomesphere.com/paper/PMC12938549