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Record W3112645774 · doi:10.1177/2054358120975545

Barriers to Peritoneal Dialysis in Saskatchewan Canada: Results From a Province-Wide Survey

2020· article· en· W3112645774 on OpenAlexaffabout
Bhanu Prasad, Maryam Jafari, Sachin Shah, Connie McNaught, Lucas Diebel

Bibliographic record

VenueCanadian Journal of Kidney Health and Disease · 2020
Typearticle
Languageen
FieldMedicine
TopicDialysis and Renal Disease Management
Canadian institutionsRegina General HospitalUniversity of SaskatchewanSaskatchewan HealthSt. Paul's HospitalSaskatchewan Health Authority
FundersBaxter Healthcare Corporation
KeywordsMedicinePeritoneal dialysisDialysisObservational studyHemodialysisCross-sectional studyFamily medicineDescriptive statisticsEmergency medicineInternal medicinePathology

Abstract

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Background: Peritoneal dialysis (PD) is an underutilized, therapeutic option to in-center hemodialysis (HD), given its similar survival and clinical efficacy but provides lifestyle benefits and cost savings. Despite these advantages, PD prevalence rates remains below 20% in many Canadian jurisdictions. Objectives: The primary objective of this study was to identify and assess patient-perceived barriers to PD implementation in Saskatchewan. The secondary objectives were to examine variations in patient-perceived barriers to PD by dialysis units (main dialysis units vs satellite dialysis units) and specific challenges faced by First Nation patients residing on reserves. Design: A cross-sectional observational survey study. Setting: Two major centers (Regina and Saskatoon) and 5 associated satellite units attached to each center across the province of Saskatchewan. Patients: We approached all prevalent in-center HD patients across Saskatchewan, 366 (49%) agreed to participate in the study. Measurements: Self-reported barriers to PD were assessed using a 26-question survey which was created after engagement of our multidisciplinary team. Methods: We conducted a cross-sectional survey of 740 prevalent in-center HD patients within the province of Saskatchewan, Canada, from June 2018 to January 2019. Around 366 (49%) patients agreed to participate in the study. The questionnaire was designed to capture patients’ perceived barriers to PD. Descriptive statistics were used to present the data. Chi-square and Mann-Whitney U -test were used to compare the patients’ responses (main dialysis units vs satellite dialysis units, and First Nation reserves vs nonreserves). Results: Of the 366 patients who completed the survey, 284 met the eligibility criteria and were included in the analysis. Patient-reported satisfaction with current in-center HD care was the most common barrier to PD uptake (92%), followed by proximity to their HD unit (61%). A lack of understanding of the benefits/risks of PD, fear of family burden (54% each), and unwillingness to dialyze daily and to learn a new technique (51% each) were additional factors. Patients residing on reserves compared to nonreserve residents felt PD had a higher risk of infection compared to HD (54% vs 34%, P = .005), and felt PD led to suboptimal care (47% vs 31%, P = .021). Limitations: We used a nonstandardized locally derived questionnaire to quantify barriers, and this prevents inclusion of additional barriers than individual patients may consider important. Cross-sectional data can only be used as a snapshot. Only 366 patients agreed to participate, and the results cannot be generalized to 740 prevalent HD patients. We did not capture data on demographics (age, income, and literacy level), comorbidities, and dialysis vintage, which would have been helpful in interpretation of the results. We did not involve patients, carers, or patients of First Nations heritage, in the design of the survey and the study. Conclusions: The results of our survey indicate that the major patient-reported barrier to PD uptake in our province is clinical inertia in patients defaulted to in-center HD at the onset of dialysis. Lack of patient awareness and knowledge of PD as a viable treatment modality also figured prominently, as did fears/concerns surrounding the safety, efficacy, and perceived family burden with PD compared with in-center HD. Trial Registration: The study was not registered on a publicly accessible registry because it did not involve any health care intervention on human participants.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.031
Threshold uncertainty score0.228

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.005
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.018
GPT teacher head0.241
Teacher spread0.223 · 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 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

Citations13
Published2020
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Kidney Health and DiseaseSame topicDialysis and Renal Disease ManagementFrench-language works237,207