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Record W4402244811 · doi:10.3389/fpubh.2024.1434389

Mental health awareness, stigma, and help-seeking attitudes among Albanian university students in the Western Balkans: a qualitative study

2024· article· en· W4402244811 on OpenAlexfundno aff
Zamira Hyseni Duraku, Holly Davis, Artë Blakaj, Arjeta Ahmedi Seferi, Klea Mullaj, Viola Greiçevci

Bibliographic record

VenueFrontiers in Public Health · 2024
Typearticle
Languageen
FieldPsychology
TopicMental Health Treatment and Access
Canadian institutionsnot available
FundersMinistry of Health, British Columbia
KeywordsStigma (botany)Mental healthQualitative researchPsychologyHelp-seekingSocial stigmaMedical educationMedicineEnvironmental healthPsychiatryFamily medicineSociologySocial science

Abstract

fetched live from OpenAlex

Introduction: The significance of mental health and its impact on overall well-being is increasingly acknowledged across various sectors, including higher education. However, despite this growing recognition, the stigma associated with mental health issues and related help-seeking, particularly within certain cultural groups and socio-economic contexts, continues to pose a formidable barrier to effective care, especially among university students. Addressing these challenges, this study explores the intricate interplay of factors affecting mental health awareness and stigma, including help-seeking behaviors among Albanian university students in three Western Balkan countries: Kosovo, North Macedonia, and Albania. By dissecting these multi-layered influences, this study aims to develop targeted interventions to enhance mental well-being and dismantle barriers to care in these regions. Methods: This qualitative study involved 60 Albanian university students from Kosovo, North Macedonia, and Albania, using focus groups to gather data. The discussions were structured around the socio-ecological model, facilitating a comprehensive exploration of the individual, interpersonal, organizational, and societal factors influencing mental health awareness, stigma, and help-seeking behaviors. Results: Findings from the study indicate a moderate awareness of mental health issues among students. Familial and cultural stigma among Albanians in the Balkans hinder open discussions and access to professional help. There is a notable lack of support from higher education institutions, with only 20% of students reporting that their mental health needs are met. These needs include affordable and confidential counseling, empathetic faculty interactions, and a supportive campus environment. Additionally, there is a lack of continuous and professional help within the community. Societal attitudes deeply rooted in Albanian cultural norms and traditional beliefs perpetuate stigma, limiting effective health care and help-seeking behavior. Discussion: The results emphasize the need for a culturally sensitive and holistic approach to mental health interventions that integrates strategies across multiple levels of the socio-ecological model. Enhancing mental health literacy, reducing stigma, and advocating for supportive legislation and policies in the Western Balkan region are critical. Moreover, the study highlights the urgent necessity for universities in particular to improve their mental health services, which will significantly enhance both the academic success and personal development of students.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0060.004
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.070
GPT teacher head0.437
Teacher spread0.367 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations16
Published2024
Admission routes1
Has abstractyes

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