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How do occupational therapy and occupational science researchers conceptualize resilience? A scoping review

2025· article· en· W7077061746 on OpenAlexaff

Bibliographic record

VenueCadernos Brasileiros de Terapia Ocupacional  · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsUniversity of AlbertaUniversity of British Columbia
Fundersnot available
KeywordsOperationalizationOccupational therapyOccupational scienceOccupational stressInclusion (mineral)Resilience (materials science)Perspective (graphical)Psychological resilience

Abstract

fetched live from OpenAlex

Abstract The concept of resilience can be theorized at individual and/or collective levels—all indicating adaptation to disruption or stress. Within occupational science and occupational therapy, some researchers have asserted an important relationship between occupation and resilience. However, there has not yet been a published review of resilience in occupation-focused literature, despite calls for such research and the existence of resilience reviews in other disciplines. Using the Joanna Briggs Institute scoping review methodological guidelines, we aimed to summarize the characteristics of resilience research in occupational science and occupational therapy. Our inclusion criteria encompassed occupation- and resilience-focused empirical research articles published from 1990-2023. Our review question was: How is resilience conceptualized and operationalized in occupational therapy and occupational science research literature? We identified 222 articles that met our inclusion criteria. Results demonstrate inconsistent engagement with resilience definitions, theories, and outcome measures—though a predominantly psychological perspective on the concept was noted. Over half of included articles were published since 2020, illustrating an increasing interest in resilience among researchers. We highlight conceptualizations of resilience originating from occupational science and occupational therapy, including different uses of the term “occupational resilience”. We hope our study can be a starting point for further occupation-focused resilience research and, to that end, we include several recommendations for researchers and clinicians who are interested in resilience. Resilience is a highly relevant concept in occupational therapy, and we believe that the worldwide focus on how to become more resilient could benefit from the occupational perspective.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.511
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
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 head0.098
GPT teacher head0.376
Teacher spread0.278 · 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.

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

Citations1
Published2025
Admission routes1
Has abstractyes

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