Evidence map›Paper›PMID 41691354›Full record

ArticleBMC psychology2026

From interest to engagement: a serial mediation model of self-efficacy and academic buoyancy.

Rabia Sena Akbaba Eser, Ufuk Erdoğan, Batuhan Selvi

Abstract read
In one paragraph

Article in BMC psychology, 2026. 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Rabia Sena Akbaba EserFaculty of Education, Fırat University, Elazığ, Türkiye.ORCID http://orcid.org/0000-0002-3962-7324
Ufuk ErdoğanFaculty of Education, Fırat University, Elazığ, Türkiye.ORCID http://orcid.org/0000-0001-7248-1972
Batuhan SelviFaculty of Education, Yozgat Bozok University, Yozgat, Türkiye. batuhan.selvi@yobu.edu.tr.ORCID http://orcid.org/0000-0002-4755-3361

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInternational students learning Turkish as a Second Language face significant psychological challenges including linguistic anxiety, motivational fluctuations, and cultural adaptation stress that threaten sustained engagement. Despite the critical role of psychological resources in language acquisition, how motivational beliefs and emotional resilience interact to sustain engagement remains underexplored. This study examines the psychological mechanisms through which interest, academic self-efficacy, and academic buoyancy—the capacity to manage everyday academic setbacks—predict classroom engagement among culturally diverse learners.

methodsGuided by Social Cognitive Theory, Expectancy-Value Theory, and positive psychology frameworks, the research tested a serial mediation model with 348 international students across 28 mother tongues in Turkish language centers. Participants ranged from 17 to 39 years (mean = 21.66 years). Psychological constructs were measured via validated scales: Academic Buoyancy Scale (resilience to routine challenges), Academic Efficacy Scale (competence beliefs), Language Classroom Engagement Scale (behavioral, cognitive, and emotional dimensions), and Interest Scale (intrinsic motivation). Structural equation modeling with maximum likelihood robust estimation examined psychological pathways. Bias-corrected bootstrapping with 5000 samples tested mediation effects.

resultsThe structural model demonstrated excellent fit (Comparative Fit Index = 0.976, Tucker-Lewis Index = 0.972, Root Mean Square Error of Approximation = 0.037, Standardized Root Mean Square Residual = 0.032). Interest strongly predicted self-efficacy (standardized coefficient = .805, p < .001), revealing how intrinsic motivation builds competence beliefs. Self-efficacy significantly predicted buoyancy (standardized coefficient = .417, p < .001), demonstrating that confidence fosters psychological resilience. Buoyancy predicted sustained engagement (standardized coefficient = .283, p < .001). The serial mediation pathway was significant (standardized coefficient = .095, 95% confidence interval [0.033, 0.178]). These psychological mediators explained 47.5% of the total effect (standardized coefficient = .844), confirming that sustained engagement emerges through coordinated psychological processes.

conclusionsThis study advances motivational psychology in language acquisition by demonstrating a sequential pathway where interest catalyzes self-efficacy, which builds resilience, ultimately sustaining engagement. Psychological resources operate as an integrated system, with nearly half of motivational effects transmitted through this developmental chain. The findings extend positive psychology to culturally diverse contexts and indicate generalizability across 28 linguistic backgrounds. Psychological interventions must adopt holistic approaches targeting the entire motivational-resilience pathway to support learners facing cognitive and emotional challenges.

Indexed as

MotivationMultilingualismSelf EfficacyStudentsAcademiaAdolescentAdultFemaleHumansMaleModels, PsychologicalResilience, PsychologicalTurkeyYoung AdultAcademic BuoyancyAcademic Self EfficacyClassroom EngagementQuality EducationSerial Mediation ModelTurkish as a Second Language

Identifiers

PMID41691354
PMCPMC13067401

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LicenceCC BY-NC-ND
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Registered trials

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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.