The shiny new object: Deconstructing the patient‐oriented paradigm in health sciences
Bibliographic record
Abstract
RATIONALE: A 'patient-oriented' research paradigm, also known as patient and public engagement, has infiltrated the field of health sciences and continues to spread. At first blush, it is difficult to reprove anything labelled 'patient-oriented'; however, the patient-oriented paradigm may easily become an ideological 'good', leading to unintended consequences that may well prove more detrimental than beneficial. While patient-oriented research has its roots in more radical forms of patient and public engagement, its recent instantiation betrays its roots and forecloses on more radical forms of engagement, such as critical participatory research. AIM AND OBJECTIVES: The objective of this article is to deconstruct the patient-oriented research narrative and to demonstrate how such a discourse imposes itself as a dominant approach in health sciences. APPROACH: Following Derrida's deconstructive approach, we bring to light the unexamined presuppositions, false pretences, and presumed 'goodness' and 'naturalness' of patient-oriented discourse. DISCUSSION: By deconstructing the patient-oriented narrative we demonstrate how pre-existing power structures (biomedical, economic, etc.) shape the conduct of the approach and serve to depoliticize the truly participatory aspects of research. Rather than being modelled on the evidence-based movement or seen as its natural 'evolution', patient-oriented research should resist by affirming itself as a radical form that is both participatory and emancipatory.
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 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 | 0.103 | 0.039 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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; both teacher heads agree on what is shown here.
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".