PP69 Health Technology Assessment And University Health Center Affiliation Agreement: Current Situation And Potential Developments In Quebec
Bibliographic record
Abstract
Introduction According to the Quebec law on health and social services, health technology assessment (HTA) is part of university hospital centers’ mission, together with training, research and care. However, unlike these other functions, HTA is not covered in current affiliation agreements that bind a university with academic health institutions. Université Laval and its affiliated health institutions set up a consultation committee whose mandate is to propose the terms of an agreement to specify collaboration regarding HTA between the university and its affiliated institutions. This study investigates perceptions and needs of stakeholders from Université Laval and its affiliated health institutions with respect to the HTA mission. Methods Semi-structured interviews were conducted with four types of participants, namely university faculty members, health professionals and managers from institutions with and without HTA units, as well as external partners. Interview guides were developed based on the integrated analysis framework of Greenhalgh et al., and adapted to each group of respondents. Most interviews were conducted in groups and were facilitated by a research associate and a senior investigator. Interviews were recorded and uploaded to NVivo 1.6.2 software for codification and analysis. Results A total of 57 people were interviewed (nine group interviews and 35 individual interviews). Three main themes emerged, namely knowledge of HTA, factors related to the relevance of the HTA function, and organizational factors. Results showed that half of the respondents have a vague knowledge of HTA or have never heard of it. Most of the respondents agreed that the HTA function fits well with the mission of a health institution. They would accept getting involved with HTA activities at different levels if all conditions are met. Nevertheless, almost half of respondents believed that others strategies than including HTA into contracts of affiliation should be explored to regulate this function. Finally, organizational obstacles such as the lack of funding, shortage of staff and the lack of well-structured collaborations were highlighted by respondents. Conclusions Despite recognition of the importance of the HTA function in university health centers, interventions will be required at different levels to support the development of local HTA capacity. In particular, popularization of the HTA function and collaboration networks through specific projects should be developed.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.007 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.001 |
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".