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Record W7016168966

When the adrenaline wears off: the arduous passion of emergency resuscitation nursing Nurses’ experiences of in-hospital resuscitation events and clinical event debriefing in an adult emergency

2023· dissertation· en· W7016168966 on OpenAlexaffabout

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldHealth Professions
TopicFamily and Patient Care in Intensive Care Units
Canadian institutionsUniversity of WinnipegUniversity of Manitoba
Fundersnot available
KeywordsDebriefingResuscitationStaffingEmergency departmentMentorshipDistressCompassion fatigueEmergency nursing
DOInot available

Abstract

fetched live from OpenAlex

The purpose of this study was to explore nurses’ experiences of in-hospital resuscitation events and clinical event debriefing in an adult emergency. Using a qualitative exploratory design, emergency nurses from an urban tertiary hospital located in Western Canada were invited to participate in a semi-structured, digitally recorded, 1:1 interview. Eight nurses volunteered to participate. The digital recordings were transcribed verbatim. The transcripts and the researcher’s reflective journals were reiteratively read using content analysis. Four themes were identified: (1) emergency nurses’ experiences of resuscitation – ‘The adrenaline rush,’ (2) emergency room nurses’ experiences post-resuscitation – ‘When the adrenaline wears off’ and ‘The arduous passion of emergency room nursing,’ (3) emergency nurses’ perspectives of clinical event debriefing, and (4) emergency nurses’ recommendations for future practice and resources. Participants expressed devotion to their profession, emergency team, and patients. Participants described negative psychological consequences resulting from providing resuscitation care, which had profound effects on their personal and professional lives. Moral distress and secondary trauma stress arose despite current resources, which were reported to be inconsistently implemented. Participants identified gaps in supportive measures related to resuscitation events. Benefits, barriers, facilitators, and recommendations for clinical event debriefing along with other recommendations for future practices to support emergency healthcare teams were identified. Improved staffing resources, a mentorship program for emergency nurses, multidisciplinary education for resuscitation teams, and public awareness describing emergency department teams’ demands were recommended. Implementing supportive measures for emergency personnel is required for their well-being, and in the best interest of the patients, families, and healthcare organization.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.016
metaresearch head score (Gemma)0.033
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.990
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.033
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0080.012
Scholarly communication0.0060.005
Open science0.0020.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0020.000

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 head0.053
GPT teacher head0.373
Teacher spread0.320 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations0
Published2023
Admission routes2
Has abstractyes

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