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Record W4407608931 · doi:10.1080/10645578.2024.2435075

Breaking the Silence on How Visitors and Educators Perceive Quiet Spaces in Museums

2025· article· en· W4407608931 on OpenAlex
Andrea Lucy, David P. Anderson

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueVisitor Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Environments and Student Outcomes
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsQUIETSilenceSociologyVisual artsArtMedia studiesAestheticsPsychologyCommunicationAstronomyPhysics

Abstract

fetched live from OpenAlex

In recent years, museums have begun to think more about the value of creating ‘quiet spaces’. However, there remains little systematic discussion in the literature regarding their definition, characteristics, and purpose. This exploratory study examined perceptions of quiet spaces in museums from the standpoint of both museum educators and visitors. Through semi-structured interviews with 40 participants, it was determined that educators and visitors similarly perceive museum quiet spaces as restorative, inclusive, varied, situated, and spaces to process emotions. Furthermore, the outcomes demonstrated that the meaning of quiet spaces are contextual and mediated by the interplay between the individual’s context and the environmental characteristics of the quiet space itself. These spaces hold the potential to afford enjoyable, memorable, and even transformative experience that supports learning and are, at times, a necessary part of the museum experience for many visitors. The study also speaks to the potential of quiet spaces to be integral to psychological restoration within the museum experience for individuals to exercise their visitor agency and well-being. This study provides valuable insights about the importance and significance of these often neglected or unconsidered museum spaces for visitors and educators alike.

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.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.177
Threshold uncertainty score0.645

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 studies0.0010.000
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 head0.023
GPT teacher head0.387
Teacher spread0.363 · 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