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Record W6946402487 · doi:10.34917/37650912

The Effects of a Low-Intensity Aerobic Exercise Program to Enhance Occupational Performance and Quality of Life in Diabetic Patients

2024· article· en· W6946402487 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Scholarship - UNLV (University of Nevada Reno) · 2024
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsQuality of life (healthcare)Quality (philosophy)PopulationRehabilitationScale (ratio)

Abstract

fetched live from OpenAlex

Globally, diabetes mellitus (DM) is a prevalent chronic condition many people encounter. DM is one of the primary causes of mortality due to individuals struggling to manage or prevent the condition. The healthcare field is also failing to provide sufficient education on DM. Individuals with this condition may begin to experience co-morbidities and depressive symptoms, which make it difficult for them to engage in meaningful occupations, in addition to decreased quality of life (QOL). This project examines the effectiveness of a low-intensity aerobic exercise (LIAE) program to enhance occupational performance (OP) and QOL in those diagnosed with the condition or at-risk, which was guided by the occupational performance process model and the problem-based learning theory. The objectives were to enhance engagement in desired occupations, provide guidance and resources to better manage or prevent DM, and increase awareness in the occupational therapy program. This project utilized a quasi-experimental, pretest-posttest design. Assessments utilized the Canadian Occupational Performance Measure (COPM) and the Perceived Quality of Life (PQOL) scale. These assessments incorporated a 10-point Likert scale to determine performance and satisfaction rates. Three participants from Encompass Health Rehabilitation Hospital in Henderson, Nevada took part in a one-week LIAE program lasting approximately 15-30 minutes per session. Each participant began their program during different weeks. The exercise program consisted of yoga, tai chi, boxing, and upper extremity strengthening. The results indicated a correlation between LIAE, OP, and QOL. It was concluded that LIAE can have beneficial impacts on OP and QOL in DM patients or those at-risk. However, the outcomes did not demonstrate statistical significance.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.089
Threshold uncertainty score0.360

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.043
GPT teacher head0.388
Teacher spread0.345 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2024
Admission routes1
Has abstractyes

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