The utility of the Attitudes Toward Mathematics Inventory—Short Form for Children for assessing attitudes toward mathematics in primary school children

According to the Expectancy-Value Theory, attitudes toward mathematics consist of a combination of expectancy of success and task values, including intrinsic, utility, and attainment value, along with associated costs. To analyze this construct in children, understand its relationship with other constructs, and design targeted interventions, appropriate measurement is essential. This study examined the suitability of the <i>Attitudes Toward Mathematics Inventory</i>-<i>Short Form</i> (ATMI-SF), a brief measure that allows for the assessment of the key components of attitudes as defined by the Expectancy-Value Theory, in primary school children. The sample consisted of 798 Italian children (50.5% female; <i>M<sub>age</sub></i> = 9.01, <i>SD</i> = 0.91). The four-factor structure was confirmed, with evidence of gender invariance and good internal consistency. Gender differences and trends in attitudes were explored. The relationships between attitudes, math anxiety, and mathematical competence were examined, highlighting their reciprocal nature. Targeted educational strategies were discussed.

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Publication Details

Journal
Frontiers in Psychology
Published
2026-01-22
DOI
https://doi.org/10.3389/fpsyg.2026.1659707
Primary Topic
Education, Achievement, and Giftedness
Type
article
Field-Weighted Citation Impact
0.00

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article

The utility of the Attitudes Toward Mathematics Inventory—Short Form for Children for assessing attitudes toward mathematics in primary school children

Caterina Primi, Kimmo Vehkalahti, Laura Di Leonardo, Maria Anna Donati
Frontiers in Psychology
Education, Achievement, and Giftedness
article

The utility of the Attitudes Toward Mathematics Inventory—Short Form for Children for assessing attitudes toward mathematics in primary school children

Caterina Primi, Kimmo Vehkalahti, Laura Di Leonardo, Maria Anna Donati
article en

Abstract

According to the Expectancy-Value Theory, attitudes toward mathematics consist of a combination of expectancy of success and task values, including intrinsic, utility, and attainment value, along with associated costs. To analyze this construct in children, understand its relationship with other constructs, and design targeted interventions, appropriate measurement is essential. This study examined the suitability of the <i>Attitudes Toward Mathematics Inventory</i>-<i>Short Form</i> (ATMI-SF), a brief measure that allows for the assessment of the key components of attitudes as defined by the Expectancy-Value Theory, in primary school children. The sample consisted of 798 Italian children (50.5% female; <i>M<sub>age</sub></i> = 9.01, <i>SD</i> = 0.91). The four-factor structure was confirmed, with evidence of gender invariance and good internal consistency. Gender differences and trends in attitudes were explored. The relationships between attitudes, math anxiety, and mathematical competence were examined, highlighting their reciprocal nature. Targeted educational strategies were discussed.

Frontiers in PsychologyVol. 17
University of Helsinki (FI), University of Florence (IT)
European Commission
Quality Education
Openalex Percentile: Top 84%
Education, Achievement, and Giftedness
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