Evidence map›Paper›PMID 40764935›Full record

ArticleBMC psychology2025

The role of mental toughness, sport imagery and anxiety in athletic performance: structural equation modelling analysis.

Gönül Tekkurşun Demir, Sevinç Namlı, Ergün Çakır, Batuhan Batu, Fatih Ateş, Eda Yılmaz, Burcu Güvendi, Selda Kocamaz Adaş, Musab Çağın

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 2 pooled it
–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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

4 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
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

9 authors.

Gönül Tekkurşun DemirIndependent researcher, Abu Dhabi, UAE.ORCID http://orcid.org/0000-0002-2451-5194
Sevinç NamlıFaculty of Sports, Department of Physical Training and Sports, Erzurum Technical University, Erzurum, Turkey.ORCID http://orcid.org/0000-0003-0958-6792
Ergün ÇakırFaculty of Sport Science, Department of Coaching Education, Van Yüzüncü Yıl University, Van, Turkey.ORCID http://orcid.org/0000-0001-5895-5297
Batuhan BatuFaculty of Sports Science Department of Sports Management, Kafkas University, Kars, Turkey.ORCID http://orcid.org/0000-0003-0157-1027
Fatih AteşFaculty of Sports, Department of Physical Training and Sports, Erzurum Technical University, Erzurum, Turkey.ORCID http://orcid.org/0009-0000-5510-2694
Eda YılmazFaculty of Sports, Department of Physical Training and Sports, Erzurum Technical University, Erzurum, Turkey.ORCID http://orcid.org/0000-0003-4832-3792
Burcu GüvendiDepartment of Coaching Education, Yalova University, Yalova, Turkey.ORCID http://orcid.org/0000-0002-6170-9107
Selda Kocamaz AdaşFaculty of Sports Science Department of Sports Management: Istanbul, İstanbul Aydın University, Istanbul, Turkey.ORCID http://orcid.org/0000-0002-7368-9780
Musab ÇağınDepartment of Coaching Education, Gazi University, Ankara, Turkey. musabcagin@gazi.edu.tr.ORCID http://orcid.org/0000-0001-8882-5506

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mental toughness (MT), anxiety, and sport imagery (SI) are characteristics that are effective in the ups and downs of athletes' lives. The fact that these three characteristics, which have a direct effect on the performance of athletes (especially elite athletes), have not been examined by structural equation modeling in the literature to the best of our knowledge has led to the need for this study. The present study investigates the relationship between MT, anxiety levels, and SI skills among elite athletes in the 19-26 age group. A total of 407 elite athletes (143 females and 264 males) actively competing participated in the study, which was conducted within the framework of a correlational research model. Data were collected using the Mental Toughness Scale (MTS), the Sports Imagery Inventory (SII) and Anxiety subscale of the Emotion in Sport Scale (ESS). The theoretical model proposed to examine the effects of MT on SI and anxiety was tested using Structural Equation Modelling (SEM). It was found that the fit indices of the model established in the study gave a good fit, and the coefficients obtained were statistically significant (p <.05). The study revealed that athletes with higher MT had lower levels of anxiety and anxiety had a negative effect on SI skills (p <.05). Moreover, athletes with higher MT show high levels of SI abilities (p <.05). The present study suggests that training programs aimed at improving SI skills may also contribute to the development of MT.

Indexed as

AnxietyAthletesAthletic PerformanceImaginationAdultFemaleHumansLatent Class AnalysisMaleYoung AdultAnxietyElite athleteMental toughnessSEMSport imagery

Identifiers

PMID40764935
PMCPMC12326591

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.