How to create and terminate a school of public health
Bibliographic record
Abstract
The famous preamble to the Constitution of the World Health Organization (WHO) from 1948, stating that health is not only the absence of disease, has been one of the most influential political statements of our time. The follow-up, reaching a position where health is viewed as instrumental to a good life and not as a goal in itself, as set out in the Ottawa Charter of 1986, has likewise been of the utmost importance for the global development of public health, as well as developing the concept of health promotion. The focus on public health sparked by the WHO was paralleled by expansion of the academic interest in the topic, beginning in the USA and successively adopted around the world. In the Nordic countries the pioneering of an academic platform for public health studies and research began in 1953. This was later followed by a stepwise expansion to a full academic institution with postgraduate studies, work-related training, research and development. From the start, the resultant institution called the Nordic School of Public Health (NHV) was a joint Nordic project financed by the Nordic governments. The NHV became a leader in public health studies in Nordic countries and also a role model for the development of an academic community. A large campus and a select and erudite staff, together with thousands of students, paved the way for the NHV having a major impact on public health policy in Nordic countries. One effect of this was increasing awareness of the need for systematic policy supporting public health research and, with this, the founding of institutions of public health in all of the separate Nordic countries. Ironically, the impact made by the NHV in spreading the idea of public health as an important part of academic study has made the NHV superfluous. It is true that courses and programmes in public health are now available at most universities in the five Nordic countries, but they are directed at young students fresh from high school. There is no institution that offers a broad and high-quality postgraduate education and training in public health, adapted to the special needs of mid-career professionals in a multi-professional and internordic setting. With the NHV closing, a research institute focusing public health in a Nordic context will disappear, as will an internationally leading School of Public Health, a centre of excellence and relevance in public health, which has evaluated, assessed and promoted the goals and evaluated the success of the Nordic welfare societies.
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 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 | 0.064 | 0.116 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.016 | 0.037 |
| Scholarly communication | 0.030 | 0.043 |
| Open science | 0.004 | 0.027 |
| Research integrity | 0.028 | 0.051 |
| Insufficient payload (model declined to judge) | 0.036 | 0.018 |
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".