Healing history? Aboriginal healing, historical trauma, and personal responsibility
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
What can an exploration of contemporary Aboriginal healing programs such as those offered in Canadian prisons and urban clinics tell us about the importance of history in understanding social and psychological pathology, and more significantly the salience of the concept of "historical trauma"? The form of Aboriginal "healing" that has emerged in recent decades to become dominant in many parts of the country is itself a reflection of historical processes and efforts to ameliorate the consequences of what is today often termed "historical trauma." In other words, contemporary notions of "healing" and the social, cultural, medical, and psychological disruption and distress caused by colonialism and captured in the term "historical trauma" have coevolved in an interdependent manner. I also argue that there is a tension between the attribution of this distress to both specific (e.g., residential schools) and generalized (e.g., colonialism) historical factors, as evident in the "historical trauma" concept, and the prevailing emphasis in many healing programs to encourage the individual to take personal responsibility for their situation and avoid attributing blame to other factors. I conclude that "historical trauma" represents an idiom of distress that captures a variety of historical and contemporary phenomena and which provides a language for expressing distress that is gaining currency, at least among scholars, and that the contemporary Aboriginal healing movement represents an effort to deal with the absence or failure of both "traditional" Aboriginal healing and government-sponsored medical and psychological services to adequately deal with this distress of colonialism.
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.
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 | 0.001 | 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 | 0.003 | 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) | 0.001 | 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 it