MétaCan
Menu
Back to cohort
Record W2347109449 · doi:10.5430/jha.v5n4p68

Administrative workplaces in healthcare: Designing an efficient and patient-focused environment

2016· article· en· W2347109449 on OpenAlexvenueno aff
Peter J. Frost

Bibliographic record

VenueJournal of Hospital Administration · 2016
Typearticle
Languageen
FieldPsychology
TopicFacilities and Workplace Management
Canadian institutionsnot available
Fundersnot available
KeywordsTeamworkHealth careWork (physics)BusinessPlan (archaeology)WorkspacePublic relationsNursingKnowledge managementMedicinePolitical scienceComputer scienceEngineering

Abstract

fetched live from OpenAlex

The article presents an “Evidence-Based Concept Program” for the administrative workplaces in healthcare. Several studies show that Swedish doctors and nurses use about half their working time on administrative work. Despite this, very little attention has been given to the design of administrative workplaces in healthcare. Although healthcare focuses on detailed functional planning of their clinical areas, administrative workplaces are typically designed very traditionally, supporting hierarchical and downpipe organisations. Consequently, they are not always supportive of today’s healthcare needs, which focus on teamwork around the involved and informed patient. This makes provision of healthcare less efficient and patient friendly. However, new technologies and new ways of working means that the conditions for administrative/office work have changed drastically in recent decades. It is therefore time to seek inspiration from other sectors of society so as to rethink healthcare design. Conclusive report findings indicate that a changed approach needs to be introduced to the design of administrative workspaces. Mapping exercises of existing conditions show low utilisation of non-care-related administrative workplaces. These workplaces can be made more efficient by organising the plan according to activity-based usage and thereby reducing the area needed. Included survey also indicate that the degree of utilisation of administrative workplaces close to patients is relatively high. The report concludes that patient-related administrative workplaces need to be developed further through adding new room types and number of functions. Unused space can be redistributed to care located closer to patients, as the need is greater and this will help promote work efficiency. However, the design of new and more activity-based administrative workplaces in healthcare relies heavily on the introduction of new portable and seamless information and communication technology (ICT)-systems.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.459
Threshold uncertainty score0.433

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.019
GPT teacher head0.278
Teacher spread0.259 · 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 designObservational
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

Citations3
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Hospital AdministrationSame topicFacilities and Workplace ManagementFrench-language works237,207