Evidence map›Paper›PMID 41646926›Full record

ArticleFrontiers in psychology2026

Perceptions of mental toughness in elite swimmers: A Q methodology study.

Alay Kesler, Yasin Yıldız, Umut Sevilmiş, Filiz Küçükalpelli, Doğukan Batur Alp Gülşen

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
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

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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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

5 authors.

Alay KeslerDepartment of Coaching Training, Faculty of Sports Sciences, Istanbul University-Cerrahpasa, Istanbul, Türkiye.
Yasin YıldızDepartment of Recreation, Faculty of Sports Sciences, Aydın Adnan Menderes University, Aydın, Türkiye.
Umut SevilmişDepartment of Coaching Education, Faculty of Sports Sciences, Kilis 7 Aralık University, Aydın, Türkiye.
Filiz KüçükalpelliDepartment of Coaching Education, Faculty of Sports Sciences, Mehmet Akif Ersoy University, Aydın, Türkiye.
Doğukan Batur Alp GülşenDepartment of Recreation, Faculty of Sports Sciences, Aydın Adnan Menderes University, Aydın, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to understand the perceptions of mental toughness among elite swimmers. A qualitative research method, the Q methodology, was employed to delve into the individual perspectives of participants. Data were analyzed using the PQ Method software to identify participants' perceptions of mental toughness. The study involved 23 elite swimmers (16 males and 7 females), all of whom had qualified for the Turkish National Swimming Championships. Participants represented a range of swimming disciplines, including freestyle, breaststroke, butterfly, and backstroke. The findings indicate that participants grouped their views on mental toughness into three main factors. The first factor reflected a determined attitude towards overcoming challenges and achieving goals. The second emphasized the importance of learning from mistakes and valuing feedback from coaches. The third revealed athletes' ability to stay calm under pressure, alongside their sensitivity to coaches' evaluations. These three distinct perspectives demonstrate that mental toughness is not a singular concept but rather a multidimensional construct influenced by personal resilience, interpersonal dynamics, and emotional regulation. Together, these viewpoints indicate that mental toughness is represented through multiple psychological and relational dimensions within this sample.

Indexed as

athleteelite swimmersmental toughnessQ methodsports psychology

Identifiers

PMID41646926
PMCPMC12869711

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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.