Would increasing centre volumes improve patient outcomes in peritoneal dialysis? A registry-based cohort and Monte Carlo simulation study. Issue 6 (14th June 2013)
- Record Type:
- Journal Article
- Title:
- Would increasing centre volumes improve patient outcomes in peritoneal dialysis? A registry-based cohort and Monte Carlo simulation study. Issue 6 (14th June 2013)
- Main Title:
- Would increasing centre volumes improve patient outcomes in peritoneal dialysis? A registry-based cohort and Monte Carlo simulation study
- Authors:
- Evans, David
Lobbedez, Thierry
Verger, Christian
Flahault, Antoine - Abstract:
- Abstract : Objective: To estimate the association between centre volume and patient outcomes in peritoneal dialysis, explore robustness to residual confounding and predict the impact of policies to increase centre volumes. Design: Registry-based cohort study with probabilistic sensitivity analysis and Monte Carlo simulation of (hypothetical) intervention effects. Setting: 112 secondary-care centres in France. Participants: 9602 adult patients initiating peritoneal dialysis. Main outcome measures: Technique failure (ie, permanent transfer to haemodialysis), renal transplantation and death while on peritoneal dialysis within 5 years of initiating treatment. Associations with underlying risk measured by cause-specific HRs (cs-HRs) and with cumulative incidence by subdistribution HRs (sd-HRs). Intervention effects measured by predicted mean change in cumulative incidences. Results: Higher volume centres had more patients with diabetes and were more frequently academic centres or associative groupings of private physicians. Patients in higher volume centres had a reduced risk of technique failure (>60 patients vs 0–10 patients: adjusted cs-HR 0.46; 95% CI 0.43 to 0.69), with no changed risk of death or transplantation. Sensitivity analyses mitigated the cs-HRs without changing the findings. In higher volume centres, the cumulative incidence was reduced for technique failure (>60 patients vs 0–10 patients: adjusted sd-HR 0.49; 95% CI 0.29 to 0.85) but was increased forAbstract : Objective: To estimate the association between centre volume and patient outcomes in peritoneal dialysis, explore robustness to residual confounding and predict the impact of policies to increase centre volumes. Design: Registry-based cohort study with probabilistic sensitivity analysis and Monte Carlo simulation of (hypothetical) intervention effects. Setting: 112 secondary-care centres in France. Participants: 9602 adult patients initiating peritoneal dialysis. Main outcome measures: Technique failure (ie, permanent transfer to haemodialysis), renal transplantation and death while on peritoneal dialysis within 5 years of initiating treatment. Associations with underlying risk measured by cause-specific HRs (cs-HRs) and with cumulative incidence by subdistribution HRs (sd-HRs). Intervention effects measured by predicted mean change in cumulative incidences. Results: Higher volume centres had more patients with diabetes and were more frequently academic centres or associative groupings of private physicians. Patients in higher volume centres had a reduced risk of technique failure (>60 patients vs 0–10 patients: adjusted cs-HR 0.46; 95% CI 0.43 to 0.69), with no changed risk of death or transplantation. Sensitivity analyses mitigated the cs-HRs without changing the findings. In higher volume centres, the cumulative incidence was reduced for technique failure (>60 patients vs 0–10 patients: adjusted sd-HR 0.49; 95% CI 0.29 to 0.85) but was increased for transplantation and death (>60 patients vs 0–10 patients: transplantation—adjusted sd-HR 1.53; 95% CI 1.04 to 2.24; death—adjusted sd-HR 1.28; 95% CI 1.00 to 1.63). The predicted reduction in cumulative incidence of technique failure was largest under a scenario of shifting all patients to the two highest volume centre groups (0.091 reduction) but lower for three more realistic interventions (around 0.06 reduction). Conclusions: Patients initiating peritoneal dialysis in high-volume centres had a considerably reduced risk of technique failure but simulations of interventions to increase exposure to high-volume centres yielded only modest improvements. … (more)
- Is Part Of:
- BMJ open. Volume 3:Issue 6(2013)
- Journal:
- BMJ open
- Issue:
- Volume 3:Issue 6(2013)
- Issue Display:
- Volume 3, Issue 6 (2013)
- Year:
- 2013
- Volume:
- 3
- Issue:
- 6
- Issue Sort Value:
- 2013-0003-0006-0000
- Page Start:
- Page End:
- Publication Date:
- 2013-06-14
- Subjects:
- Peritoneal dialysis -- Sensitivity analysis -- Intervention simulation -- Confounding -- Volume-outcome association
Medicine -- Research -- Periodicals
610.72 - Journal URLs:
- http://www.bmj.com/archive ↗
http://bmjopen.bmj.com/ ↗ - DOI:
- 10.1136/bmjopen-2013-003092 ↗
- Languages:
- English
- ISSNs:
- 2044-6055
- Deposit Type:
- Legaldeposit
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