MétaCan
Menu
Back to cohort

The utility of human sciences in nursing inquiry

2012· article· en· W1967939890 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

VenueNurse Researcher · 2012
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsNursing researchHuman scienceNursingNursing sciencePsychologyData scienceMedicineComputer scienceSociologySocial science

Abstract

fetched live from OpenAlex

AIM: This paper targets novice nurse researchers to highlight how the perspectives of human sciences are useful in understanding people's experiences. BACKGROUND: There is a need to address the utility of human sciences or the humanistic philosophy that values the understanding of subjective experiences in nursing, given that the mainstream development of nursing knowledge is still influenced by the positivist and post-positivist research paradigms. DATA SOURCES: Discussion papers on Heideggerian hermeneutic phenomenology, human sciences, and qualitative research were accessed through the databases Cinahl and Medline over the past 30 years. Seminal works on phenomenology were addressed in this paper. DISCUSSION: Using Heideggerian hermeneutic phenomenology as a commonly referenced human philosophy and methodology, this paper discusses how Heidegger's (1962) perspective may be used in nursing practice and research. Van Manen's (1990) descriptions of phenomenological science are discussed to address the perspective's value in nursing inquiry and to reveal the biases associated with this humanistic approach. CONCLUSION: The limitations of human sciences should not deter nurse researchers from using this type of nursing inquiry as it can provide an important framework in nursing research, practice and knowledge development. IMPLICATIONS FOR RESEARCH/PRACTICE: The author's perspective as a graduate student highlights the importance of human sciences in exploring the experiences of people vital in the delivery of nursing practice. However, researchers wishing to undertake humanistic inquiry should learn the philosophical and methodological underpinnings of their chosen humanistic approach.

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)0.003
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 score0.862
Threshold uncertainty score0.430

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.207
GPT teacher head0.507
Teacher spread0.300 · 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