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Record W7115685467 · doi:10.1007/978-3-031-95659-1_13

Healthcare Experiences of Elderly Patients and Managers’ Reactions to Video Testimonies

2025· book-chapter· en· W7115685467 on OpenAlexaffabout

Bibliographic record

VenueSpringer proceedings in mathematics & statistics · 2025
Typebook-chapter
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsUniversité LavalInstitut Universitaire en Santé Mentale de Québec
Fundersnot available
KeywordsHealth careContext (archaeology)Perspective (graphical)Exploratory researchGeriatricsResidenceSocial careHealth services

Abstract

fetched live from OpenAlex

Abstract Introduction : The involvement of citizen/patient partners is increasingly essential in health care research and in the management of health organizations. Capturing the perspective of citizen/patient partners allows better targeting of their needs and expectations in research projects, in teaching health professionals, and in organizational or clinical decision-making in health and social services networks. However, the involvement of older people in reflections on care trajectories is a challenge given the different characteristics associated with aging (age, mobility, neurocognitive disorders, comorbidities, frailty, etc.). Objective : To expose the voices of elderly patients with respect to their care trajectories in the Quebec context and to elicit managers’ reactions to their testimonies. Methodology : With the help of citizen partners, the coordinating team of a workshop presented at the Summer School in Health Services Management of the Faculty of Administrative Sciences (Université Laval, Québec, Canada) 2022, recruited nine elderly people who were living at home or in a residence for autonomous elderly to discuss their experiences in the health care system. Through semi-structured interviews, their testimonies were videotaped and presented to health care managers during a workshop. Results : The testimonies exposed issues and their appreciation of health and social services under the themes of the ability to meet their needs and expectations, coordination and care trajectory, home help services and potential improvements. Discussion : The testimonies of these elderly patients are particularly touching and informative. Although the data cannot be generalized, they can serve as an exploratory basis for reflection on improving health care and social services for the elderly population by ensuring that their needs are at the heart of our priorities.

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)0.000
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.426
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.032
GPT teacher head0.348
Teacher spread0.316 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2025
Admission routes2
Has abstractyes

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Same venueSpringer proceedings in mathematics & statisticsSame topicGeriatric Care and Nursing HomesFrench-language works237,207