Evidence map›Paper›PMID 41382303›Full record

ArticleBMC psychology2025

Resilience displays similar associative patterns with academic achievement regardless of the personality and mental health profile of future teachers.

Jana Kvintová, Lucia Lacková, Hongyang Liu, Lucie Váchová, Milon Potmesil, Veronika Růžičková, Kamil Kopecký, Vojtech Regec

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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

1 citing paper in PubMed.

  1. 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

8 authors.

Jana KvintováDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacky University in Olomouc, Czech Republic, Žižkovo nám. 5, CZ, 779 00, Olomouc.ORCID http://orcid.org/0000-0003-0014-1666
Lucia LackováDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacky University in Olomouc, Czech Republic, Žižkovo nám. 5, CZ, 779 00, Olomouc.ORCID http://orcid.org/0000-0002-1167-2879
Hongyang LiuDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacky University in Olomouc, Czech Republic, Žižkovo nám. 5, CZ, 779 00, Olomouc. hongyang.liu@upol.cz.ORCID http://orcid.org/0000-0002-5135-2925
Lucie VáchováDepartment of Psychology and Abnormal Psychology, Faculty of Education, Palacky University in Olomouc, Czech Republic, Žižkovo nám. 5, CZ, 779 00, Olomouc.ORCID http://orcid.org/0000-0002-8400-4791
Milon PotmesilInstitute of Special Education Studies, Faculty of Education, Palacky University in Olomouc, Žižkovo nám. 5, CZ, 77900, Olomouc, Czech Republic.ORCID http://orcid.org/0000-0001-5386-1902
Veronika RůžičkováInstitute of Special Education Studies, Faculty of Education, Palacky University in Olomouc, Žižkovo nám. 5, CZ, 77900, Olomouc, Czech Republic.ORCID http://orcid.org/0000-0003-2985-8820
Kamil KopeckýDepartment of Czech Language and Literature, Faculty of Education, Palacky University in Olomouc, Žižkovo nám. 5, CZ, 779 00, Olomouc, Czech Republic.ORCID http://orcid.org/0000-0003-2860-946X
Vojtech RegecInstitute of Special Education Studies, Faculty of Education, Palacky University in Olomouc, Žižkovo nám. 5, CZ, 77900, Olomouc, Czech Republic.ORCID http://orcid.org/0000-0001-8337-1015

Funding

Internal Agency Grant IGA_013_2025ReDiKid: Resilient Kid in Digital World CZ.02.01.01/00/23_025/0008686
6 · The paper itself

Abstract

aimGiven the demanding nature of teacher education, understanding how resilience relates to academic success and social adaptation is crucial. The aim of this study was to examine the relationship between resilience and academic achievement and to determine whether this relationship varies based on the personality/mental health profile of future teachers.

methodA total of 793 university students enrolled in teacher training programs participated in this study. Data were collected via validated questionnaires measuring resilience (CD-RISC-25) with 5-factor solution including (1) Positive acceptance of change and secure relationships, (2) Trust in one's instincts, tolerance of negative affect, and strengthening effects of stress, (3) Personal competence, high standards, and tenacity, (4) Control, and (5) Spiritual influences (entered as explanatory or predictor variables in regression models); academic achievement (AAQ) with (1) Study performance, (2) Coping with study demands and (3) Social adaptation domains (treated as dependent variables); personality traits (TIPI) covering Big Five traits (as input for cluster analysis); and mental health indicators (PHQ-4) including depression and anxiety (as input for cluster analysis). Analyses were associative and exploratory; terms such as 'predictor' denote statistical prediction, not causation. First, correlation and regression analyses were conducted to determine the overall association between resilience and academic achievement. Next, these associations were tested in groups with different personality/mental health profiles (based on cluster analysis).

resultsThe findings of the whole sample analysis revealed that resilience was significantly associated with coping with study demands and social adaptation, accounting for ~ 21% and 30% of the variance in those outcomes, respectively. In particular, Personal Competence, High Standards, and Tenacity (PCHST) and Positive Acceptance of Change and Secure Relationships (PACSR) were found to show the strongest association. In contrast, resilience did not manifest direct association with academic performance. Subsequent subgroup analysis showed that relationship between resilience and academic achievement remained consistent across different personality or mental health profiles, suggesting relevance across personality/mental-health profiles.

conclusionThe cross-sectional findings indicate that resilience is significantly related to the academic achievement of future teachers, and this relationship is independent of their personality structure and mental health issues. These findings underscore the potential importance of resilience in enhancing coping mechanisms and social integration among future teachers. Teacher training programs may consider incorporating resilience-building strategies to support students in managing academic stress and fostering professional preparedness.

Indexed as

Academic SuccessMental HealthPersonalityResilience, PsychologicalSchool TeachersAdaptation, PsychologicalAdultFemaleHumansMaleStudentsSurveys and QuestionnairesYoung AdultAcademic achievementMental healthPersonality traitsResilienceTeacher training

Identifiers

PMID41382303
PMCPMC12870039

What OpenQuestion holds

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LicenceCC BY
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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.