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Record W3092142210 · doi:10.1093/eurpub/ckaa166.675

The challenges in training and education of hospital designers and planners

2020· article· en· W3092142210 on OpenAlexaboutno aff
Stefano Capolongo, Paul Barach, Andrea Brambilla, Marco Gola, Carlo Signorelli

Bibliographic record

VenueEuropean Journal of Public Health · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicHealthcare Facilities Design and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsPlannerMultidisciplinary approachScope (computer science)Health careMedical educationPromotion (chess)ArchitectureWork (physics)Engineering managementNursingMedicineEngineeringSociologyComputer sciencePolitical science

Abstract

fetched live from OpenAlex

Abstract Background The designed hospital environment is one of the most complex endeavors of work and there is a growing need of specialization. Scientific, technological and research developments and innovation along with new discoveries within health promotion and prevention strategies are increasingly requiring a multidisciplinary and interdisciplinary approach to the design and management of hospitals. Therefore, it is likely that the current professions will be replaced and flanked by more specialized ones. Objectives The scope of the paper is to display an overview of the current educational courses of the emerging Hospital Planner, referring to the worldwide available training courses (BSc, MSc, specialization and PhD courses) related to healthcare design. The focus relates to the fields of Medicine and Nursing sciences, Architecture and Engineering. Results A preliminary investigation has been conducted of websites and snowballing technique. The search was limited to active training programs and courses. Currently several institutions offer BSc, MSc courses and PhD programs in Healthcare Design, Environmental and Building Hygiene and Public Health. As well, there are several professional postgraduate courses either in classroom or using hybrid programs including webinars. Clemson University, USA and Ontario College of Art and Design University, Canada, offer a full MSc degree in Architecture and Health. In addition, there are several joint degree programs such as physician-engineer, physician-architect, nurse-architect or engineer. Conclusions From the preliminary study emerged a considerable number of international experiences addressing the topic of Hospital Planner training. Further in-depth investigations will examine the topic through questionnaires and interviews of the course organization, students' experiences, outcomes and professional careers, fields of interest and collaborations with other institutions. Key messages Hospital environments are the most complex field of work and require many years of specialization and multidisciplinarity and influence the quality of patient outcomes. The academic stream of the built environment is evolving toward proving specific multidisciplinary courses and hands-on experiences to support a degree in hospital planning, design and management.

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 imitation

Not 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.

metaresearch head score (Codex)0.017
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.676
Threshold uncertainty score0.590

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0170.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.208
GPT teacher head0.354
Teacher spread0.146 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2020
Admission routes1
Has abstractyes

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