2005
DOI: 10.1016/j.ejcts.2005.02.033
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Cumulative risk adjusted monitoring of 30-day mortality after cardiothoracic transplantation: UK experience

Abstract: CUSUM charts are useful tools for monitoring performance, and provide a basis for visually comparing results between centres and identifying periods of 'bad runs'. Risk-adjustment, which down-weights higher risk activity, avoids inappropriate reaction to unadjusted breaches of alert and alarm lines.

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Cited by 33 publications
(25 citation statements)
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“…Because lowvolume centers are expected to have a large variation in annual mortality rates, simply through sampling variation, statistical process control techniques such as cumulative sum charts are required to monitor performance. 25,26 There are no international guidelines regarding acceptable volumes for heart transplant centers. In the United States, Centers for Medicare and Medicaid Services require heart transplant centers to perform at least 10 transplants per year and centers are defined as functionally inactive if no transplants are performed for 3 months.…”
Section: Can Low-volume Transplant Centers Have Satisfactory Outcomes?mentioning
confidence: 99%
“…Because lowvolume centers are expected to have a large variation in annual mortality rates, simply through sampling variation, statistical process control techniques such as cumulative sum charts are required to monitor performance. 25,26 There are no international guidelines regarding acceptable volumes for heart transplant centers. In the United States, Centers for Medicare and Medicaid Services require heart transplant centers to perform at least 10 transplants per year and centers are defined as functionally inactive if no transplants are performed for 3 months.…”
Section: Can Low-volume Transplant Centers Have Satisfactory Outcomes?mentioning
confidence: 99%
“…We did not find the donor NT-proBNP levels to be higher in those hearts exhibiting a degree of PGD in the recipient, which is, perhaps, not surprising as the NTproBNP levels in the donors, whose hearts were actually transplanted, were in the lower range within the cohort as a whole. Moreover, the small sample size did not allow adjustment for known risk factors for PGD, including donor age and ischaemic time and a number of other recipient characteristics [24]. Nevertheless, larger studies may identify individual biomarkers as risk factors for PGD as has been partly shown for troponins [25], procalcitonin [19] and tumour necrosis factor-a [21].…”
Section: Discussionmentioning
confidence: 96%
“…The utility of the CUmulative SUM (CUSUM) chart in monitoring surgical outcomes has been shown in various specialties [5][6][7][8][9][10][11][12][13][14][15][16][17]. The CUSUM chart is cumulatively updated after each patient and is designed to detect deviation of an outcome rate from that expected as quickly as possible, while keeping the number of false alarms at an acceptable level [8].…”
Section: Introductionmentioning
confidence: 99%