Development and validation of an attitudinal mathematics word problems scale for secondary school learners in Nigeria

Mathematics word problems (MWPs) are essential for cultivating learners’ problem-solving skills. However, many learners perceive them as challenging and anxiety-inducing, leading to negative attitudes towards mathematics. Although various scales have been developed to assess learners’ attitudes towards mathematics, there is a lack of validated scales focusing specifically on MWPs. In this study, we developed and validated an Attitudinal Mathematics Word Problem Scale (AMWPS) for secondary school learners. We employed a comprehensive scale development process using a sample of 958 secondary school learners, including item generation, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), and multidimensional graded response modelling. Our results revealed a nine-factor structure comprising 58 items representing distinct dimensions: passion, emotional connection, cognitive skills, relational support, sarcasm, presumption, engagement, evasion, and pessimism. The AMWPS exhibited strong psychometric properties with good reliability (Composite Reliability ≥ 0.70) and validity (Average Variance Extracted ≥ 0.50). Furthermore, measurement invariance was established across gender and school type, ensuring the scale's robustness in diverse educational contexts. Our study bridges the gap in attitudinal assessments by offering a reliable and valid scale to evaluate learners’ attitudes toward mathematics word problems. We provide a foundation for future research and practical interventions to improve learners’ engagement and performance in mathematics.

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Publication Details

Journal
International Journal of Educational Research Open
Published
2025-02-12
DOI
https://doi.org/10.1016/j.ijedro.2025.100440
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
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article

Development and validation of an attitudinal mathematics word problems scale for secondary school learners in Nigeria

Mdutshekelwa Ndlovu, Musa Adekunle Ayanwale, Deborah O. Tobih
International Journal of Educational Research Open
Cognitive and developmental aspects of mathematical skills
article

Development and validation of an attitudinal mathematics word problems scale for secondary school learners in Nigeria

Mdutshekelwa Ndlovu, Musa Adekunle Ayanwale, Deborah O. Tobih
article en

Abstract

Mathematics word problems (MWPs) are essential for cultivating learners’ problem-solving skills. However, many learners perceive them as challenging and anxiety-inducing, leading to negative attitudes towards mathematics. Although various scales have been developed to assess learners’ attitudes towards mathematics, there is a lack of validated scales focusing specifically on MWPs. In this study, we developed and validated an Attitudinal Mathematics Word Problem Scale (AMWPS) for secondary school learners. We employed a comprehensive scale development process using a sample of 958 secondary school learners, including item generation, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), and multidimensional graded response modelling. Our results revealed a nine-factor structure comprising 58 items representing distinct dimensions: passion, emotional connection, cognitive skills, relational support, sarcasm, presumption, engagement, evasion, and pessimism. The AMWPS exhibited strong psychometric properties with good reliability (Composite Reliability ≥ 0.70) and validity (Average Variance Extracted ≥ 0.50). Furthermore, measurement invariance was established across gender and school type, ensuring the scale's robustness in diverse educational contexts. Our study bridges the gap in attitudinal assessments by offering a reliable and valid scale to evaluate learners’ attitudes toward mathematics word problems. We provide a foundation for future research and practical interventions to improve learners’ engagement and performance in mathematics.

International Journal of Educational Research OpenVol. 8
University of Johannesburg (ZA), Tai Solarin University of Education (NG)
Quality Education
Openalex Percentile: Top 97%
Cognitive and developmental aspects of mathematical skills
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Development and validation of an attitudinal mathematics word problems scale for secondary school learners in Nigeria — Mdutshekelwa Ndlovu, Musa Adekunle Ayanwale, et al. · International Journal of Educational Research Open (2025) | TGRS Research Map | TGRS