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Record W3157804008 · doi:10.2147/ceg.s303688

Patients’ Experiences and Challenges in Living with Inflammatory Bowel Disease: A Qualitative Approach

2021· article· en· W3157804008 on OpenAlexaff
Jelena Popov, Yasamin Farbod, Usha Chauhan, Mona Kalantar, Lee Forrest Hill, David Armstrong, Smita Halder, John K. Marshall, Paul Moayyedi, Sharon Kaasalainen

Bibliographic record

VenueClinical and Experimental Gastroenterology · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsMcMaster UniversityPopulation Health Research InstituteMcMaster University Medical CentreHamilton Health Sciences
Fundersnot available
KeywordsMedicinePsychosocialThematic analysisQuality of life (healthcare)DemographicsQualitative researchInflammatory bowel diseaseDiseaseFamily medicineFocus groupCrohn's diseaseInternal medicineNursingPsychiatry

Abstract

fetched live from OpenAlex

PURPOSE: Inflammatory bowel disease (IBD) significantly impacts patients' quality of life and imposes a considerable psychological, social, and financial burden. While the relationship between disease activity and quality of life is well established, the subjective challenges of living with IBD are more difficult to assess, and suggestions for improving patient experiences are lacking. The aim of this paper was to explore the various challenges patients encounter in living with IBD and to propose suggestions for overcoming them. PATIENTS AND METHODS: This study utilized a qualitative descriptive design with thematic content analysis. Patients were recruited from the Gastroenterology Clinic at McMaster University Medical Centre from December 2014 to April 2015. Data were collected over the course of 5 focus group interviews using a semi-structured interview guide. RESULTS: Seventeen patients aged 25 to 77 years old (mean age 43 years, SD 17 years) were interviewed. Fifteen patients were diagnosed with Crohn's disease and 2 patients were diagnosed with ulcerative colitis. Findings were categorized into 18 subthemes which were grouped into 4 broader themes: awareness factor, psychosocial impacts, financial burden, and quality of care. CONCLUSION: IBD is associated with complex personal challenges across various demographics. Identifying and meeting the unique needs of individual patients may be achieved through improving communication between patients and their healthcare providers. Family-based education approaches, individualized psychotherapy with therapists familiar with IBD, awareness initiatives addressed to important stakeholders, and patient involvement in community support groups may improve overall IBD care.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.589

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.032
GPT teacher head0.309
Teacher spread0.277 · 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

Citations26
Published2021
Admission routes1
Has abstractyes

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