Evidence map›Paper›PMID 41162670›Full record

ArticleScientific reports2025

Grit subcomponents are differentially associated with practice trajectories underlying expertise development.

Dijana Cocić, Brady S DeCouto, Bradley Fawver, Rhiannon L Cowan, David T Hendry, A Mark Williams, Merim Bilalić

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Dijana CocićSchool of Sport, Exercise and Rehabilitation, Northumbria University, Ellison Square, Newcastle upon Tyne, NE1 8ST, UK.
Brady S DeCoutoFlorida State University, Tallahassee, FL, USA.
Bradley FawverWalter Reed Army Institute of Research - West, Joint Base Lewis-McChord, Washington, USA.
Rhiannon L CowanDepartment of Neurosurgery, University of Utah, Salt Lake City, UT, 84132, USA.
David T HendrySchool of Sport, Exercise and Rehabilitation, Northumbria University, Ellison Square, Newcastle upon Tyne, NE1 8ST, UK.
A Mark Williams *School of Sport, Health and Exercise, Loughborough University, Loughborough, UK.
Merim Bilalić *School of Psychology, Northumbria University, Ellison Square, Newcastle upon Tyne, NE1 8ST, UK. merim.bilalic@northumbria.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Practice is essential for skill acquisition, yet the psychological traits driving changes that occur with practice remain unclear. We extend previous work that identified grit as a key psychological trait underpinning practice accumulation in football. More specifically, we examined whether similar patterns exist in alpine ski racing, a sport characterized by seasonal constraints and limited practice opportunities. We collected retrospective estimates of practice hours from N = 231 elite youth skiers in Austria and the USA aged 6 to 19 years, alongside current measures of grit's subcomponents, Consistency of Interests (CI) and Perseverance of Effort (PE). We used Generalized Additive Models (GAM) to analyze nonlinear practice trajectories. CI was positively associated with practice accumulation during early developmental stages up to age 12 years. From age 12 onward, PE became the dominant factor associated with practice. Notably, grit had the most pronounced association on engagement in unstructured practice activities, such as self-training and free play. These findings suggest that grit might impact expertise indirectly by affecting how athletes engage in practice over time. Understanding the differentiated roles of CI and PE in practice accumulation offers valuable insights for talent development programs; we emphasize the importance of fostering psychological traits that support sustained commitment and resilience in athletes.

Indexed as

AthletesAthletic PerformanceSkiingAdolescentAustriaChildFemaleHumansMaleRetrospective StudiesUnited StatesYoung AdultGeneralized additive models (GAM)Longitudinal study, talent identificationPersonality traitsPracticeTraining

Identifiers

PMID41162670
PMCPMC12572304

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.