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Record W2941343358

Interprofessional Intentional Empathy Centered Care (IP-IECC) in Healthcare Practice

2019· article· en· W2941343358 on OpenAlex
Deepy Sur

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarWorks (Walden University) · 2019
Typearticle
Languageen
FieldHealth Professions
TopicEthics in medical practice
Canadian institutionsnot available
Fundersnot available
KeywordsEmpathyHealth carePsychologyNursingMedicinePolitical scienceSocial psychology
DOInot available

Abstract

fetched live from OpenAlex

Training interprofessional healthcare teams continues to advance practice for patient-centered care. Empathy research is also advancing and has been explored in social work, psychology, and other healthcare areas. In the absence of understanding empathy in an interprofessional setting, educators are limited in preparing teams to develop empathy as part of core competencies This grounded theory study explored for a theory of how interprofessional healthcare teams conceptualize and operationalize empathy in their practice. Azjen's theory of planned behavior and Barrett-Lennard's cyclical model of empathy framed the study. Data were collected using 6 focus groups and 24 semistructured interviews of varied healthcare professionals working in an interprofessional setting in Ontario, Canada. Systematic data analysis utilizing Auerbach and Silverstein's (2003) approach revealed participants engaged in and valued empathy as a team. Empathy was identified as purposeful and intentional behaviors believed to be meaningful for positive patient outcomes. In addition, professionals identified the role of genuine intent in the practice of empathy. As a result of this study, a grounded theory of interprofessional intentional empathy centered care explains the conceptualization and operationalization of empathy in practice. Collective empathy in an interprofessional team model contributes to improved patient outcomes. The work of this study ascertains that empathy is not accidental; it should be cultivated in the form of intentional and genuine team experiences. This study advances social change by further identifying how the practice of empathy can be integrated into interprofessional healthcare education and praxis.

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)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.647
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0010.001
Research integrity0.0010.014
Insufficient payload (model declined to judge)0.0020.002

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 head0.040
GPT teacher head0.419
Teacher spread0.379 · 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