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Record W2901763284 · doi:10.1111/nin.12276

Nursing perspectives on Integral Theory in nursing practice and education: An interpretive descriptive study

2018· review· en· W2901763284 on OpenAlex

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

VenueNursing Inquiry · 2018
Typereview
Languageen
FieldPsychology
TopicEgo Development and Educational Practices
Canadian institutionsUniversity of VictoriaTrinity Western UniversityWestern UniversityVancouver Island University
Fundersnot available
KeywordsNursing theoryNursingPerspective (graphical)Nursing researchNursing processNurse educationPsychologyMedicineMEDLINEComputer sciencePolitical science

Abstract

fetched live from OpenAlex

While for decades nursing has advocated for theory-informed practice, more recent attention has tended to focus on mid-range theory rather than the earlier focus on developing grand theory to encompass all of nursing practice. However, there has been continued interest in the holistic nursing community on grand theory and, in particular, on Integral Theory. Although Integral Theory's four-quadrant (AQAL) perspective is familiar in nursing, little is known about how it is being used by nurses in direct practice. The purpose of this interpretive descriptive study was to provide a practice-based perspective on Ken Wilber's Integral Theory in professional nursing practice. The following research question was investigated: How does Integral Theory assist nurses in describing and understanding their professional work? Nurses participating in this study used Integral Theory as a map or heuristic that gave structure to an inquiry process in professional nursing practice and in nursing education in a manner that was holonic, multiperspectival, and self-reflective. Challenges constraining nurses' use of Integral Theory included its intricacy, as well as contextual factors in practice environments. Implications for nursing practice and education for the use of Integral Theory's meta-framework are described.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.512
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.130
GPT teacher head0.518
Teacher spread0.388 · 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