Evidence map›Paper›PMID 41689753›Full record

ArticleDiscover mental health2026

Biopsychosocial correlates of psychoactive substance use among student athletes in Azerbaijan.

Aynur Bunyatova, Tahmina Taghi-Zada, Lala Ahmadova, Lala Mursalbayova, Arzu Suleymanova

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Article in Discover mental health, 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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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

5 authors.

Aynur BunyatovaAzerbaijan Sports Academy, Baku, Azerbaijan. anayel1303@gmail.com.ORCID http://orcid.org/0000-0003-3287-9462
Tahmina Taghi-ZadaAzerbaijan National Antidoping Agency (AMADA), Baku, Azerbaijan.ORCID http://orcid.org/0000-0001-8219-5056
Lala AhmadovaAzerbaijan Sports Academy, Baku, Azerbaijan.ORCID http://orcid.org/0000-0002-4531-9168
Lala MursalbayovaAzerbaijan State Pedagogical University, Baku, Azerbaijan.ORCID http://orcid.org/0009-0008-2175-5417
Arzu SuleymanovaAzerbaijan Sports Academy, Baku, Azerbaijan.ORCID http://orcid.org/0009-0005-7369-1863

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStudent-athletes in transitional post-Soviet societies may experience elevated psychosocial strain across academic, athletic, and socio-cultural domains, which may be associated with psychoactive substance (PAS) use. Empirical evidence describing PAS involvement within an integrated biopsychosocial framework in this population remains limited.

methodsA cross-sectional survey was conducted among 1,503 student-athletes aged 17–25 years at the Azerbaijan Sports Academy (ASA). PAS-related characteristics were assessed using a newly developed, exploratory four-factor PAS Risk Questionnaire capturing social environment, psychological vulnerability, substance-use behaviours, and biopsychosocial stressors (internal consistency α = 0.74–0.85). Data were analysed using descriptive statistics, Pearson correlation analyses, independent-samples t-tests, one-way ANOVA, and mediation analysis (PROCESS Model 4).

resultsSubstance-use behaviour scores showed modest-to-moderate positive associations with emotional exhaustion (r = .44), perceived stress (r = .33), and adverse social-context indicators such as family conflict (r = .37), all p < .001. Male athletes and older students (21–25 years) reported higher substance-use behaviour scores compared with their counterparts (p < .01). Mediation analysis suggested an indirect association pattern in which higher academic stress corresponded to higher substance-use behaviour scores through emotional exhaustion (indirect effect, 95% CI [0.11, 0.22]).

conclusionsPAS use among student-athletes in this context appears to co-occur with interconnected psychological, social, and physical stress-related characteristics, rather than representing isolated behaviours. These preliminary, exploratory findings highlight the potential importance of culturally responsive mental health and preventive strategies within sport-education systems. Given the cross-sectional design and the exploratory, non-validated nature of the PAS Risk Questionnaire, causal interpretations and generalization beyond this context should be made with caution. Further longitudinal research and independent psychometric validation of the instrument are warranted.

Indexed as

AzerbaijanBiopsychosocial modelCross-sectional studyEmotional exhaustionPsychoactive substance usePsychosocial stressStudent-athletes

Identifiers

PMID41689753
PMCPMC13009357

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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.