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Record W4402282638 · doi:10.1007/s00520-024-08803-w

‘Making a connection’: a qualitative study of experiences from a cancer telerehabilitation program

2024· article· en· W4402282638 on OpenAlexaff
Amy M Dennett, Nora Shields, Christian J. Barton, Allison M. Ezzat, Germaine Tan B Physiother, Nicholas F. Taylor, Katherine E. Harding, Casey L. Peiris

Bibliographic record

VenueSupportive Care in Cancer · 2024
Typearticle
Languageen
FieldMedicine
TopicCancer survivorship and care
Canadian institutionsUniversity of British Columbia
FundersLa Trobe UniversityVictorian Cancer Agency
KeywordsTelerehabilitationMedicineFeelingThematic analysisCancer survivorQualitative researchRehabilitationNursing researchPhysical therapyTelemedicineHealth careCancerNursingPsychologySocial psychology

Abstract

fetched live from OpenAlex

PURPOSE: Specialised group-based exercise rehabilitation is beneficial for cancer survivors but access to these services is limited. Telerehabilitation provides an opportunity to expand reach, but we do not know about the experiences of those who participate in this way. This study explored participant experiences of an exercise-based telerehabilitation program for people with cancer. METHOD: A qualitative study using semi-structured interviews was completed. Twenty-two cancer survivors were purposively sampled from the experimental group of a randomised controlled trial evaluating exercise-based cancer telerehabilitation delivered in groups using synchronous videoconferencing. Interviews were audio-recorded and transcribed verbatim. Data were coded independently by two reviewers and analysed inductively by thematic analysis. RESULTS: 'A feeling of connection' was the overarching theme. Participants perceived they connected with the health service, expert health professionals, and peers through participating in the telerehabilitation program. These connections provided a personalised rehabilitation experience and improved perceptions of physical and emotional well-being. Two subthemes suggested connection was facilitated by (1) the acceptability of telerehabilitation and (2) enhanced accountability to exercise. Participants felt disconnected when they were unable to participate in the program due to cancer treatment and side effects (e.g. fatigue), feeling unwell, and co-morbidities. CONCLUSION: We identified that telerehabilitation facilitated connections that enhanced the reach of exercise to cancer survivors. Our findings support using telerehabilitation to deliver specialised group-based exercise programs alongside more traditional models of care to increase participation in exercise among people with cancer.

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)0.015
metaresearch head score (Gemma)0.024
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 score0.015
Threshold uncertainty score0.078

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.024
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0140.014
Scholarly communication0.0060.007
Open science0.0030.008
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0040.001

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 head0.067
GPT teacher head0.474
Teacher spread0.407 · 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

Citations5
Published2024
Admission routes1
Has abstractyes

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