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Record W2901716831 · doi:10.1080/09638288.2018.1501102

Determinants of patient satisfaction in outpatient musculoskeletal physiotherapy: a systematic, qualitative meta-summary, and meta-synthesis

2018· article· en· W2901716831 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

VenueDisability and Rehabilitation · 2018
Typearticle
Languageen
FieldHealth Professions
TopicPatient Satisfaction in Healthcare
Canadian institutionsMcMaster UniversityImpact
Fundersnot available
KeywordsCINAHLCritical appraisalPatient satisfactionMEDLINECochrane LibraryScopusQualitative researchMedicineData extractionConstruct (python library)Meta-analysisPsycINFOPhysical therapyClinical psychologyPsychologyNursingAlternative medicinePsychological intervention

Abstract

fetched live from OpenAlex

Purpose: To identify and synthesise patient-identified factors that influence satisfaction with outpatient musculoskeletal physiotherapy (O-MSK).Methods: A systematic, qualitative meta-summary and meta-synthesis was conducted by accessing six electronic databases: CINAHL, Embase, MEDLINE, Scopus, Web of Science, and Wiley Online Library, from inception to March 2017. Additional studies were identified by using a “berry-picking” method. Search limits were: primary studies; English language; and involving human subjects. Qualitative peer-reviewed articles describing patient satisfaction in O-MSK were eligible for inclusion. Two reviewers critically appraised eligible studies independently using the critical appraisal of skills programme tool for qualitative studies. Extracted verbatim data of included studies were synthesised using the meta-summary and meta-synthesis by using a purpose-designed form.Results: Eleven studies were included in the article. Factors influencing patient satisfaction were grouped into six broad themes: 1) clinical outcomes; 2) physiotherapist features; 3) patient features; 4) physiotherapist-patient relationship; 5) treatment features, and 6) healthcare setting features.Conclusions: These findings suggest that patient satisfaction in O-MSK is a multidimensional construct influenced by individual patient/provider, clinical, and contextual factors. Future reviews should include a synthesis of findings from both qualitative and quantitative studies to establish a fully comprehensive understanding of this complex health phenomenon.Implications for rehabilitationPatient satisfaction in outpatient musculoskeletal physiotherapy is affected by different factors, thus reflecting a multidimensional construct;Single determinants are not sufficient to affect patient satisfaction;Patient satisfaction is influenced individual patient/provider, clinical outcomes, and contextual factors;Further studies should be designed to investigate the relationships among these factors.

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)0.002
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.085
Threshold uncertainty score0.875

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.074
GPT teacher head0.455
Teacher spread0.381 · 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