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Barbieri C, Neri L, Stuard S, Mari F, Martín-Guerrero JD. From electronic health records to clinical management systems: how the digital transformation can support healthcare services. Clin Kidney J 2023; 16:1878-1884. [PMID: 37915897 PMCID: PMC10616428 DOI: 10.1093/ckj/sfad168] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Indexed: 11/03/2023] Open
Abstract
Healthcare systems worldwide are currently undergoing significant transformations in response to increasing costs, a shortage of healthcare professionals and the growing complexity of medical needs among the population. Value-based healthcare reimbursement systems are emerging as an attempt to incentivize patient-centricity and cost containment. From a technological perspective, the transition to digitalized services is intended to support these transformations. A Health Information System (HIS) is a technological solution designed to govern the data flow generated and consumed by healthcare professionals and administrative staff during the delivery of healthcare services. However, the exponential growth of digital capabilities and applied advanced analytics has expanded their traditional functionalities and brought the promise of automating administrative procedures and simple repetitive tasks, while enhancing the efficiency and outcomes of healthcare services by incorporating decision support tools for clinical management. The future of HIS is headed towards modular architectures that can facilitate implementation and adaptation to different environments and systems, as well as the integration of various tools, such as artificial intelligence (AI) models, in a seamless way. As an example, we present the experience and future developments of the European Clinical Database (EuCliD®). EuCliD is a multilingual HIS used by 20 000 nurses and physicians on a daily basis to manage 105 000 patients treated in 1100 clinics in 43 different countries. EuCliD encompasses patients' follow-up, automatic reporting and mobile applications while enabling efficient management of clinical processes. It is also designed to incorporate multiagent systems to automate repetitive tasks, AI modules and advanced dynamic dashboards.
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Affiliation(s)
- Carlo Barbieri
- Global Digital Transformation and Innovation, Clinical Digital Center of Excellence, Fresenius Medical Care, Crema Italy
| | - Luca Neri
- Global Medical Office, Clinical Advanced Analytics, Fresenius Medical Care, Crema Italy
| | - Stefano Stuard
- Global Medical Office, Clinical and Therapeutic Governance, Fresenius Medical Care, Naples, Italy
| | - Flavio Mari
- Global Digital Transformation and Innovation, Clinical Digital Center of Excellence, Fresenius Medical Care, Crema Italy
| | - José D Martín-Guerrero
- Intelligent Data Analysis Laboratory, Department of Electronic Engineering, ETSE -UV, Universitat de València, Valencia, Spain
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Titapiccolo JI, Lonati C, Goethel-Paal B, Bello AR, Bellocchio F, Pizzo A, Theodose M, Salvador MEB, Schofield M, Cioffi M, Basnayake K, Chisholm C, Mitrovic S, Trkulja M, Arens HJ, Stuard S, Neri L. Chronic kidney disease-associated pruritus (CKD-aP) is associated with worse quality of life and increased healthcare utilization among dialysis patients. Qual Life Res 2023; 32:2939-2950. [PMID: 37269433 DOI: 10.1007/s11136-023-03438-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/13/2023] [Indexed: 06/05/2023]
Abstract
PURPOSE Chronic pruritus significantly impairs hemodialysis patients' health status and quality of life (QOL) and it is associated with higher mortality rate, more frequent hospitalizations, poorer dialysis and medication adherence, and deteriorated mental status. However, pruritus is still underestimated, underdiagnosed, and undertreated in the real-life clinical scenario. We investigated prevalence, clinical characteristics, clinical correlates, severity as well as physical and psychological burden of chronic pruritus among adult hemodialysis patients in a large international real-world cohort. METHODS We conducted a retrospective cross-sectional study of patients registered in 152 Fresenius Medical Care (FMC) NephroCare clinics located in Italy, France, Ireland, United Kingdom, and Spain. Demographic and medical data were retrieved from the EuCliD® (European Clinical) database, while information on pruritus and QoL were abstracted from KDQOL™-36 and 5-D Itch questionnaire scores. RESULTS A total of 6221 patients were included, of which 1238 were from France, 163 Ireland, 1469 Italy, 2633 Spain, and 718 UK. The prevalence of mild-to-severe pruritus was 47.9% (n = 2977 patients). Increased pruritus severity was associated with increased use of antidepressants, antihistamines, and gabapentin. Patients with severe pruritus more likely suffered from diabetes, more frequently missed dialysis sessions, and underwent more hospitalizations due to infections. Both mental and physical QOL scores were progressively lower as the severity of pruritus increased; this association was robust to adjustment for potential confounders. CONCLUSION This international real-world analysis confirms that chronic pruritus is a highly prevalent condition among dialysis patients and highlights its considerable burden on several dimensions of patients' life.
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Affiliation(s)
- Jasmine Ion Titapiccolo
- International Data Science-Clinical Advanced Analytics, Global Medical Office, Fresenius Medical Care, Palazzo Pignano, Italy
| | - Caterina Lonati
- Center for Preclinical Research, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Berit Goethel-Paal
- Global Medical Office, EMEA CoE Clinical & Therapeutical Governance, Fresenius Medical Care, Bad Homburg, Germany
| | | | - Francesco Bellocchio
- International Data Science-Clinical Advanced Analytics, Global Medical Office, Fresenius Medical Care, Palazzo Pignano, Italy
| | | | | | | | | | | | | | - Chis Chisholm
- Fresenius Medical Care (UK) Ltd., 2HU, Sutton-in-Ashfield, UK
| | - Suzanne Mitrovic
- Nursing Care Care Operations EMEA, Fresenius Medical Care Deutschland GmbH, Bad Homburg, Germany
| | - Marjelka Trkulja
- Nursing Care Care Operations EMEA, Fresenius Medical Care Deutschland GmbH, Bad Homburg, Germany
| | - Hans-Juergen Arens
- Frenova International Clinical Research Services, Global Medical Office, Fresenius Medical Care, Bad Homburg, Germany
| | - Stefano Stuard
- Global Medical Office, EMEA CoE Clinical & Therapeutical Governance, Fresenius Medical Care, Bad Homburg, Germany
| | - Luca Neri
- International Data Science-Clinical Advanced Analytics, Global Medical Office, Fresenius Medical Care, Palazzo Pignano, Italy.
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