Celebrity worship: friend or foe of mental health? Qualitative evidence from Ghanaian adolescents
Bibliographic record
Abstract
In an era where celebrity influence shapes the lives of young people worldwide, understanding its impact on adolescents has never been more critical. This study explores the growing phenomenon of celebrity worship among Ghanaian adolescents by employing an exploratory research design. Primary data were collected through semi-structured interviews with 12 adolescents who were conveniently sampled. Interpretative phenomenological analysis approach was adopted to uncover recurring patterns and themes in the data. Our findings show dual effects of celebrity worship on the mental health of the adolescents. These encompass positive aspects such as inspiration and motivation, and negative aspects like anxiety and low self-esteem. We also established that adolescents engage in celebrity worship for varied reasons, including a desire for social connection and a need for escapism. Thus, our study highlights the dynamic effects of celebrity worship on the mental health of adolescents. Further quantitative studies are recommended for a comprehensive understanding of this relationship.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".