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Record W2997438385 · doi:10.5267/j.msl.2019.12.008

The effect of functional quality variables and technical quality on patient satisfaction mediated by image

2020· article· en· W2997438385 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.

venuePublished in a venue whose home country is Canada.
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

VenueManagement Science Letters · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Perception and Purchasing Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsQuality (philosophy)PsychologyComputer scienceImage qualityImage (mathematics)BusinessProcess managementKnowledge managementArtificial intelligence

Abstract

fetched live from OpenAlex

The purpose of this study is to examine and describe: 1) the influence of functional quality towards the image of the hospital, 2) the influence of technical quality towards the image of the hospital, 3) the influence of image towards the satisfaction of patients of the hospital, 4) the influence of functional quality towards satisfaction of patients at the hospital, 5) the influence of technical quality towards the satisfaction of patients of the hospital, 6) the influ-ence of functional quality to the satisfaction of patients mediated by the image of hospital, 7) the effect of technical quality to the satisfaction of patients mediated by the image of hospital. The approach of the study employed is survey method by collecting data through question-naires. The population was 495 patients of Bahteramas hospital. Sample was taken by random sampling with total sample of 88. Technique of data analysis to answer the problem of re-search hypotheses was partial least square (PLS). Results of the study show that the quality of functional had a positive and significant influence towards the image of the hospital yet in-significant to the satisfaction of the patients. The image of hospital has a positive and signifi-cant effect to the satisfaction of patients. In other side, the study also shows that the role of the hospital as a partial mediation between functional quality and the satisfaction of patients, but the image of hospital does not have any role as a partial mediation between technical quality and the satisfaction of patients.

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)0.001
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 score0.639
Threshold uncertainty score0.358

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.022
GPT teacher head0.269
Teacher spread0.247 · 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