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Functional representation of the network organisation of dialysis activities in France: A novel level for assessing quality of care
Cécile Couchoud, René Ecochard, Mathilde Prezelin-Reydit, Thierry Lobbedez, Florian Bayer

Functional representation of the network organisation of dialysis activities in France: A novel level for assessing quality of care

Science & Mathematics Published 2022 Verification Pending

Overview & Synopsis

To assess quality of care, groups of care units that cared for the same patients at various stages of end-stage renal disease, might be more appropriate than the centre level. These groups constitute “communities” that need to be delineated to evaluate their practices and outcomes. In this article, we describe the use of an agglomerative (Fast Greedy) and a divisive (Edge Betweenness) method to describe dialysis activities in France. The validation was based on the opinion of the field actors at the regional level of the REIN registry. At the end of 2018, ESRD care in France took place in 1,166 dialysis units. During 2016–2018, 32 965 transfers occurred between dialysis units. With the Edge Betweenness method, the 1,114 French dialysis units in metropolitan France were classified into 156 networks and with the Fast Greedy algorithm, 167 networks. Among the 32 965 transfers, 23 168 (70%) were defined in the same cluster by the Edge Betweenness algorithm and 26 016 (79%) in the same cluster by the Fast Greedy method. According to the Fast Greedy method, during the study period, 95% of patients received treatment in only one network. According to the opinion of the actors in the field, the Fast Greedy algorithm seemed to be the best method in the context of dialysis activity modelling. The Edge Betweenness classification was not retained because it seemed too sensitive to the volume of links between dialysis units.

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Document Information

Document Title Functional representation of the network organisation of dialysis activities in France: A novel level for assessing quality of care
Author / Organization Cécile Couchoud, René Ecochard, Mathilde Prezelin-Reydit, Thierry Lobbedez, Florian Bayer
Subject & Discipline Multidisciplinary Academic Open Research
Categories Science & Mathematics
Publication Year 2022
License / Rights Open Access / Creative Commons
Resource Verification Listed PDF (Verification Pending)
Original Host Website HAL Open Science (hal.science)
File Format application/pdf (Portable Document Format)
Language EN
Catalog ID DOC-45565
Original Source Link Visit Source Page on hal.science »