Decolonizing Counselling: Integrating Non-Western Perspectives in Mental Health Intervention
Bibliographic record
Abstract
This paper discusses the need to decolonize mainstream counseling practices, predominantly influenced by Eurocentric perspectives, by incorporating non-Western views and experiences. It highlights the importance of recognizing the fluidity of self and identity within diverse social and ecological contexts, particularly in countries like India, where mental health issues are on the rise. The paper critiques the limitations of Western therapeutic approaches in non-Western cultures. It emphasizes the significance of integrating local knowledge systems, such as indigenous healing traditions like the Siri cult, which promotes communal healing and addresses the spiritual dimensions of mental health. It advocates for a holistic approach to therapy that incorporates spiritual elements, encouraging self-transcendence and interconnectedness, and ultimately challenges the individualistic focus of Western psychotherapy. Integrating traditional practices and philosophies, such as Bhakti and mindfulness, is essential for fostering a more inclusive and effective mental health framework.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".