“I need to follow the numbers” — developing and validating a more comprehensive measure of spontaneous focusing on numerical order

dc.contributor.authorHarju, Heidi
dc.contributor.authorVan Belle, Lore
dc.contributor.authorVan Dooren, Wim
dc.contributor.authorMcMullen, Jake
dc.contributor.authorVan Hoof, Jo
dc.contributor.organizationfi=opettajankoulutuslaitos|en=Department of Teacher Education|
dc.contributor.organizationfi=oppimisanalytiikan tutkimusinstituutti|en=Turku Research Institute for Learning Analytics|
dc.contributor.organizationfi=opettajankoulutuslaitos (Turku)|en=Department of Teacher Education (Turku)|
dc.contributor.organization-code1.2.246.10.2458963.20.17986072860
dc.contributor.organization-code1.2.246.10.2458963.20.73636593326
dc.contributor.organization-code1.2.246.10.2458963.20.84451888758
dc.converis.publication-id523215437
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/523215437
dc.date.accessioned2026-05-07T20:11:34Z
dc.description.abstract<p>Spontaneous focusing on numerical order (SFONO) has been suggested as a relevant construct for the development of ordinality knowledge, as children who more often notice numerical order in everyday situations tend to exhibit better ordinality knowledge. However, earlier SFONO measures risked conflating SFONO with the skills needed in them and focused only on numerical sequences with small, consecutive numbers. This study addressed this gap by developing a revised SFONO measure. The construct validity of the measure was examined through three approaches: (1) assessing its ability to replicate individual differences in SFONO, (2) evaluating the influence of various task contexts and numerical sequences on SFONO scores, and (3) confirming its divergent validity from the requisite skills needed to perform the tasks. Fifty-one children (<em>M</em><sub><em>age</em></sub> = 5.75 years) completed four SFONO tasks featuring varied contexts and a wider range of numerical sequences. Results indicated that consistent individual differences in SFONO could be observed across diverse situations, providing evidence for the construct validity of its measurement. In addition, the SFONO measure showed divergent validity from the necessary skills, supporting the interpretation that SFONO reflects a distinct construct. Interestingly, SFONO responses appeared more affected by the numerical sequences used in the task than by the task context. Put together, the study highlights the need to carefully consider a wider range of task features when attempting to measure spontaneous mathematical focusing tendencies.<br></p>
dc.identifier.eissn1573-0816
dc.identifier.jour-issn0013-1954
dc.identifier.urihttps://www.utupub.fi/handle/11111/60435
dc.identifier.urlhttps://doi.org/10.1007/s10649-026-10502-8
dc.identifier.urnURN:NBN:fi-fe2026050740935
dc.language.isoen
dc.okm.affiliatedauthorHarju, Heidi
dc.okm.affiliatedauthorMcMullen, Jake
dc.okm.affiliatedauthorVan Hoof, Jo
dc.okm.discipline111 Mathematicsen_GB
dc.okm.discipline111 Matematiikkafi_FI
dc.okm.discipline516 Educational sciencesen_GB
dc.okm.discipline516 Kasvatustieteetfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Nature
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.doi10.1007/s10649-026-10502-8
dc.relation.ispartofjournalEducational Studies in Mathematics
dc.title“I need to follow the numbers” — developing and validating a more comprehensive measure of spontaneous focusing on numerical order
dc.year.issued2026

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