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Ingallinella S, Ardito F, Ratti F, Marino R, Catena M, De Rose AM, Razionale F, Rumi F, Cicchetti A, Giuliante F, Aldrighetti L. Evaluation of the economic impact of the robotic approach in major and postero-superior segment liver resections: a multicenter retrospective analysis. Hepatobiliary Surg Nutr 2024; 13:241-257. [PMID: 38617496 PMCID: PMC11007348 DOI: 10.21037/hbsn-23-407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/10/2023] [Indexed: 04/16/2024]
Abstract
Background Economic impact of robotic liver surgery (RLS) is still a debated issue due to the heterogeneity of liver resections considered and the lack of a rigorous methodology. Therefore, the aim of this study is to perform a time-driven activity-based costing (TD-ABC) comparing the costs of RLS, laparoscopic liver surgery (LLS) and open liver surgery (OLS) in the context of complex liver resections and to compare short term perioperative outcomes. Methods The institutional databases of two Italian high volume hepatobiliary centres were retrospectively reviewed from February 2021 to April 2022. Patients submitted to major hepatectomies or postero-superior liver resections were selected and divided into three groups according to the approach scheduled (RLS, LLS and OLS) and compared. Major contributors of perioperative expenses were calculated using the TD-ABC model and accurately quantifying each unit resource consumed per patient and the time spent performing each activity. A primary intention-to-treat analysis (ITT-A) including conversions in the RLS and LLS groups was performed. Results Forty-seven RLS, 101 LLS and 124 OLS were collected. LLS and RLS showed reduced blood loss, morbidity, mortality and hospital stay compared with open. A trend towards reduced conversion rate in RLS compared to LLS was registered. Total costs associated with RLS were estimated at €10,637 vs. €9,543 for LLS and vs. €13,960 for OLS. The higher intraoperative costs associated with RLS (+153.3% vs. OLS and +148.2% vs. LLS, P<0.001), primarily related to surgical equipment expenses, were slightly offset by the postoperative savings (-56.0% vs. OLS and -29.4% vs. LLS, P<0.001) resulting from significantly reduced hospital stays. Conclusions RLS offers economic advantages over OLS, as initial higher costs are offset by better perioperative outcomes. The evolving robotic marketplace is expected to drive down RLS costs, promoting widespread adoption in minimally invasive procedures. Despite its higher costs than LLS, RLS's ability to enhance minimally invasive feasibility makes it a preferred choice for complex cases, reducing the need for conversions.
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Affiliation(s)
- Sara Ingallinella
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Ardito
- Hepatobiliary Surgery Unit, Foundation “Policlinico Universitario A. Gemelli”, IRCCS, Catholic University, Rome, Italy
| | - Francesca Ratti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Faculty of Medicine, University Vita-Salute San Raffaele, Milan, Italy
| | - Rebecca Marino
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marco Catena
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Agostino Maria De Rose
- Hepatobiliary Surgery Unit, Foundation “Policlinico Universitario A. Gemelli”, IRCCS, Catholic University, Rome, Italy
| | - Francesco Razionale
- Hepatobiliary Surgery Unit, Foundation “Policlinico Universitario A. Gemelli”, IRCCS, Catholic University, Rome, Italy
| | - Filippo Rumi
- Graduate School of Health Economics and Management, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Felice Giuliante
- Hepatobiliary Surgery Unit, Foundation “Policlinico Universitario A. Gemelli”, IRCCS, Catholic University, Rome, Italy
| | - Luca Aldrighetti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Faculty of Medicine, University Vita-Salute San Raffaele, Milan, Italy
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Calabrò GE, Rumi F, Ricciardi R, Cicchetti A. The economic and fiscal impact of incremental use of cell-based quadrivalent influenza vaccine for the prevention of seasonal influenza among healthcare workers in Italy. Health Res Policy Syst 2024; 22:36. [PMID: 38519969 PMCID: PMC10960473 DOI: 10.1186/s12961-024-01122-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 02/17/2024] [Indexed: 03/25/2024] Open
Abstract
BACKGROUND Seasonal influenza has a significant impact on public health, generating substantial direct healthcare costs, production losses and fiscal effects. Understanding these consequences is crucial to effective decision-making and the development of preventive strategies. This study aimed to evaluate the economic and the fiscal impact of implementing an incremental strategy for seasonal influenza prevention using the cell-based quadrivalent influenza vaccine (QIVc) among healthcare workers (HCWs) in Italy. METHODS To estimate the economic impact of implementing this strategy, we performed a cost analysis that considered direct healthcare costs, productivity losses and fiscal impact. The analysis considered a 3-year time horizon. A deterministic sensitivity analysis was also conducted. RESULTS Assuming a vaccination coverage rate of 30% among HCWs, the analysis considered a total of 203 018 vaccinated subjects. On analysing the overall differential impact (including direct costs, indirect costs and fiscal impact), implementing QIVc vaccination as a preventative measure against influenza among HCWs in Italy would yield societal resource savings of €23 638.78 in the first year, €47 277.56 in the second year, and €70 916.35 in the third year, resulting in total resource savings of €141 832.69. CONCLUSIONS The study demonstrated that implementing the incremental use of QIVc as part of a preventive strategy for seasonal influenza among HCWs in Italy could yield positive economic outcomes, especially in terms of indirect costs and fiscal impact. The resources saved could be utilized to fund further public health interventions. Policy-makers should consider these findings when making decisions regarding influenza prevention strategies targeting HCWs.
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Affiliation(s)
- Giovanna Elisa Calabrò
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, L.Go F. Vito 1, 00168, Rome, Italy.
- VIHTALI (Value in Health Technology and Academy for Leadership & Innovation), Spin-Off of Università Cattolica del Sacro Cuore, 00168, Rome, Italy.
| | - Filippo Rumi
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, 00168, Rome, Italy
| | - Roberto Ricciardi
- VIHTALI (Value in Health Technology and Academy for Leadership & Innovation), Spin-Off of Università Cattolica del Sacro Cuore, 00168, Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, 00168, Rome, Italy
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Fortunato A, Valentini I, Rumi F, Antonini D, Siviero L, Di Brino E, Basile M, Cicchetti A. A budget impact model and a cost-utility analysis of reducer device (Neovasc) in patients with refractory angina. Front Cardiovasc Med 2024; 11:1307534. [PMID: 38562187 PMCID: PMC10982321 DOI: 10.3389/fcvm.2024.1307534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 02/28/2024] [Indexed: 04/04/2024] Open
Abstract
Background Refractory angina (RA) is a chronic condition characterized by the presence of debilitating angina symptoms due to established reversible ischemia in the presence of obstructive coronary artery disease (CAD). Treatments for this condition have undergone major developments in recent decades; however, the treatment for RA remains a challenge for medicine. In this sense, the Coronary Sinus Reducer System (CSRS) stands as the last line of therapy for ineligible patients for revascularization with reversible ischemia. The purpose of this report is to evaluate the potential burden on the National Health Service (NHS) and measure the health effects in terms of both quantity (life years) and quality-of-life aspects related to the reducer. Methods Two different economic evaluation models were developed as part of the analysis. The budget impact was developed to estimate the potential burden on the NHS from incremental uptake of the use of the reducer in the target population. The utility cost analysis compares and evaluates the quality of life and health resource use and costs between the two alternatives, based on the research of Gallone et al. A deterministic and probabilistic sensitivity analysis was carried out to characterize the uncertainty around the parameters of the model. Results In the budget impact analysis (BIA), the reducer is shown to be more expensive in the first 2 years of the model, due to the gradual uptake in the market and the cost of the device. Starting from the third year, assuming maintenance of effectiveness, there are savings in terms of resource absorption in direct healthcare costs arising from hospitalizations, emergency department accesses, coronarography, and visits avoided. Conclusion The BIA and cost-effectiveness model show that the reducer device, despite an increase in resources absorbed in the first years of implementation and use, has the potential to result in increased quality of life in patients with RA. These costs are largely offset in the short term by the improved clinical outcomes achievable leading to savings from the third year onward in the BIA and a dominance ratio in the cost-utility analysis.
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Affiliation(s)
- Agostino Fortunato
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS) - Università Cattolica del Sacro Cuore, Roma, Italy
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Haraldsen IH, Hatlestad-Hall C, Marra C, Renvall H, Maestú F, Acosta-Hernández J, Alfonsin S, Andersson V, Anand A, Ayllón V, Babic A, Belhadi A, Birck C, Bruña R, Caraglia N, Carrarini C, Christensen E, Cicchetti A, Daugbjerg S, Di Bidino R, Diaz-Ponce A, Drews A, Giuffrè GM, Georges J, Gil-Gregorio P, Gove D, Govers TM, Hallock H, Hietanen M, Holmen L, Hotta J, Kaski S, Khadka R, Kinnunen AS, Koivisto AM, Kulashekhar S, Larsen D, Liljeström M, Lind PG, Marcos Dolado A, Marshall S, Merz S, Miraglia F, Montonen J, Mäntynen V, Øksengård AR, Olazarán J, Paajanen T, Peña JM, Peña L, Peniche DL, Perez AS, Radwan M, Ramírez-Toraño F, Rodríguez-Pedrero A, Saarinen T, Salas-Carrillo M, Salmelin R, Sousa S, Suyuthi A, Toft M, Toharia P, Tveitstøl T, Tveter M, Upreti R, Vermeulen RJ, Vecchio F, Yazidi A, Rossini PM. Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment: the AI-Mind clinical study protocol. Front Neurorobot 2024; 17:1289406. [PMID: 38250599 PMCID: PMC10796757 DOI: 10.3389/fnbot.2023.1289406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/12/2023] [Indexed: 01/23/2024] Open
Abstract
More than 10 million Europeans show signs of mild cognitive impairment (MCI), a transitional stage between normal brain aging and dementia stage memory disorder. The path MCI takes can be divergent; while some maintain stability or even revert to cognitive norms, alarmingly, up to half of the cases progress to dementia within 5 years. Current diagnostic practice lacks the necessary screening tools to identify those at risk of progression. The European patient experience often involves a long journey from the initial signs of MCI to the eventual diagnosis of dementia. The trajectory is far from ideal. Here, we introduce the AI-Mind project, a pioneering initiative with an innovative approach to early risk assessment through the implementation of advanced artificial intelligence (AI) on multimodal data. The cutting-edge AI-based tools developed in the project aim not only to accelerate the diagnostic process but also to deliver highly accurate predictions regarding an individual's risk of developing dementia when prevention and intervention may still be possible. AI-Mind is a European Research and Innovation Action (RIA H2020-SC1-BHC-06-2020, No. 964220) financed between 2021 and 2026. First, the AI-Mind Connector identifies dysfunctional brain networks based on high-density magneto- and electroencephalography (M/EEG) recordings. Second, the AI-Mind Predictor predicts dementia risk using data from the Connector, enriched with computerized cognitive tests, genetic and protein biomarkers, as well as sociodemographic and clinical variables. AI-Mind is integrated within a network of major European initiatives, including The Virtual Brain, The Virtual Epileptic Patient, and EBRAINS AISBL service for sensitive data, HealthDataCloud, where big patient data are generated for advancing digital and virtual twin technology development. AI-Mind's innovation lies not only in its early prediction of dementia risk, but it also enables a virtual laboratory scenario for hypothesis-driven personalized intervention research. This article introduces the background of the AI-Mind project and its clinical study protocol, setting the stage for future scientific contributions.
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Affiliation(s)
| | | | - Camillo Marra
- Memory Clinic, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Catholic University of the Sacred Heart, Rome, Italy
| | - Hanna Renvall
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | - Fernando Maestú
- Centre for Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid, Spain
- Department of Experimental Psychology, Cognitive Psychology and Speech and Language Therapy, Universidad Complutense de Madrid, Pozuelo de Alarcón, Spain
- Institute of Sanitary Investigation (IdISSC), San Carlos University Hospital, Madrid, Spain
| | | | - Soraya Alfonsin
- Centre for Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid, Spain
- Department of Experimental Psychology, Cognitive Psychology and Speech and Language Therapy, Universidad Complutense de Madrid, Pozuelo de Alarcón, Spain
| | | | - Abhilash Anand
- Performance and Assurance Solutions, Digital Solutions, DNV, Oslo, Norway
| | | | - Aleksandar Babic
- Healthcare Programme, Group Research and Development, DNV, Oslo, Norway
| | - Asma Belhadi
- Department of Computer Science, OsloMet—Oslo Metropolitan University, Oslo, Norway
- NordSTAR—Nordic Center for Sustainable and Trustworthy AI Research, Oslo, Norway
| | | | - Ricardo Bruña
- Centre for Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid, Spain
- Institute of Sanitary Investigation (IdISSC), San Carlos University Hospital, Madrid, Spain
- Department of Radiology, Universidad Complutense de Madrid, Madrid, Spain
| | - Naike Caraglia
- Memory Clinic, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Claudia Carrarini
- Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, Rome, Italy
| | | | - Americo Cicchetti
- The Graduate School of Health Economics and Management (ALTEMS), Catholic University of the Sacred Heart, Rome, Italy
| | - Signe Daugbjerg
- The Graduate School of Health Economics and Management (ALTEMS), Catholic University of the Sacred Heart, Rome, Italy
| | - Rossella Di Bidino
- The Graduate School of Health Economics and Management (ALTEMS), Catholic University of the Sacred Heart, Rome, Italy
| | | | - Ainar Drews
- IT Department, University of Oslo, Oslo, Norway
| | - Guido Maria Giuffrè
- Memory Clinic, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Catholic University of the Sacred Heart, Rome, Italy
| | | | - Pedro Gil-Gregorio
- Department of Geriatric Medicine, Hospital Universitario Clínico San Carlos, Madrid, Spain
- Department of Geriatrics, Fundación para la Investigación Biomédica del Hospital Clínico San Carlos, Madrid, Spain
| | | | - Tim M. Govers
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, Netherlands
| | - Harry Hallock
- Healthcare Programme, Group Research and Development, DNV, Oslo, Norway
| | - Marja Hietanen
- Division of Neuropsychology, HUS Neurocenter, Helsinki University Hospital and Helsinki University, Helsinki, Finland
| | - Lone Holmen
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Jaakko Hotta
- Department of Neurology, Helsinki University Hospital and Clinical Neurosciences, Neurology, University of Helsinki, Helsinki, Finland
| | - Samuel Kaski
- Department of Computer Science, Helsinki Institute of Information Technology, Aalto University, Helsinki, Finland
- Department of Computer Science, University of Manchester, Manchester, United Kingdom
| | - Rabindra Khadka
- Department of Computer Science, OsloMet—Oslo Metropolitan University, Oslo, Norway
- NordSTAR—Nordic Center for Sustainable and Trustworthy AI Research, Oslo, Norway
| | - Antti S. Kinnunen
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | - Anne M. Koivisto
- Department of Neurology, Helsinki University Hospital and Clinical Neurosciences, Neurology, University of Helsinki, Helsinki, Finland
- Department of Neurosciences, University of Helsinki, Helsinki, Finland
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
| | - Shrikanth Kulashekhar
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | - Denis Larsen
- Department of Computer Science, OsloMet—Oslo Metropolitan University, Oslo, Norway
- NordSTAR—Nordic Center for Sustainable and Trustworthy AI Research, Oslo, Norway
| | - Mia Liljeström
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | - Pedro G. Lind
- Department of Computer Science, OsloMet—Oslo Metropolitan University, Oslo, Norway
- NordSTAR—Nordic Center for Sustainable and Trustworthy AI Research, Oslo, Norway
| | - Alberto Marcos Dolado
- Institute of Sanitary Investigation (IdISSC), San Carlos University Hospital, Madrid, Spain
- Neurology Department, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - Serena Marshall
- Healthcare Programme, Group Research and Development, DNV, Oslo, Norway
| | - Susanne Merz
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland
| | - Francesca Miraglia
- Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, Rome, Italy
| | - Juha Montonen
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | - Ville Mäntynen
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | | | - Javier Olazarán
- Neurology Service, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Teemu Paajanen
- Finnish Institute of Occupational Health, Helsinki, Finland
| | | | | | | | - Ana S. Perez
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Mohamed Radwan
- Department of Computer Science, OsloMet—Oslo Metropolitan University, Oslo, Norway
- NordSTAR—Nordic Center for Sustainable and Trustworthy AI Research, Oslo, Norway
| | - Federico Ramírez-Toraño
- Centre for Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid, Spain
- Department of Experimental Psychology, Cognitive Psychology and Speech and Language Therapy, Universidad Complutense de Madrid, Pozuelo de Alarcón, Spain
| | - Andrea Rodríguez-Pedrero
- Centre for Cognitive and Computational Neuroscience, Universidad Complutense de Madrid, Madrid, Spain
- Department of Experimental Psychology, Cognitive Psychology and Speech and Language Therapy, Universidad Complutense de Madrid, Pozuelo de Alarcón, Spain
| | - Timo Saarinen
- BioMag Laboratory, HUS Medical Imaging Centre, Helsinki University Hospital, Helsinki University and Aalto University School of Science, Helsinki, Finland
| | - Mario Salas-Carrillo
- Institute of Sanitary Investigation (IdISSC), San Carlos University Hospital, Madrid, Spain
- Memory Unit, Department of Geriatrics, Hospital Clínico San Carlos, Madrid, Spain
| | - Riitta Salmelin
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland
| | - Sonia Sousa
- School of Digital Technologies, Tallinn University, Tallinn, Estonia
| | - Abdillah Suyuthi
- Performance and Assurance Solutions, Digital Solutions, DNV, Oslo, Norway
| | - Mathias Toft
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Pablo Toharia
- Center for Computational Simulation, Universidad Politécnica de Madrid, Madrid, Spain
| | | | - Mats Tveter
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Ramesh Upreti
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Robin J. Vermeulen
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, Netherlands
| | - Fabrizio Vecchio
- Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Como, Italy
| | - Anis Yazidi
- Department of Computer Science, OsloMet—Oslo Metropolitan University, Oslo, Norway
- NordSTAR—Nordic Center for Sustainable and Trustworthy AI Research, Oslo, Norway
| | - Paolo Maria Rossini
- Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, Rome, Italy
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Basile M, Valentini I, Attanasio R, Cozzi R, Persichetti A, Samperi I, Scoppola A, Auriemma RS, De Menis E, Esposito F, Ferrante E, Iatì G, Mazzatenta D, Poggi M, Rudà R, Tortora F, Cruciani F, Mitrova Z, Saulle R, Vecchi S, Cappabianca P, Paoletta A, Bozzao A, Caputo M, Doglietto F, Ferraù F, Lania AG, Laureti S, Lello S, Locatelli D, Maffei P, Minniti G, Peri A, Ruini C, Settanni F, Silvani A, Veronese N, Grimaldi F, Papini E, Cicchetti A. A pharmacoeconomic analysis from Italian guidelines for the management of prolactinomas. Glob Reg Health Technol Assess 2024; 11:1-16. [PMID: 38230389 PMCID: PMC10788683 DOI: 10.33393/grhta.2024.2601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 11/22/2023] [Indexed: 01/18/2024] Open
Abstract
Background Prolactinoma, the most common pituitary adenoma, is usually treated with dopamine agonist (DA) therapy like cabergoline. Surgery is second-line therapy, and radiotherapy is used if surgical treatment fails or in relapsing macroprolactinoma. Objective This study aimed to provide economic evidence for the management of prolactinoma in Italy, using a cost-of-illness and cost-utility analysis that considered various treatment options, including cabergoline, bromocriptine, temozolomide, radiation therapy, and surgical strategies. Methods The researchers conducted a systematic literature review for each research question on scientific databases and surveyed a panel of experts for each therapeutic procedure's specific drivers that contributed to its total cost. Results The average cost of the first year of treatment was €2,558.91 and €3,287.40 for subjects with microprolactinoma and macroprolactinoma, respectively. Follow-up costs from the second to the fifth year after initial treatment were €798.13 and €1,084.59 per year in both groups. Cabergoline had an adequate cost-utility profile, with an incremental cost-effectiveness ratio (ICER) of €3,201.15 compared to bromocriptine, based on a willingness-to-pay of €40,000 per quality-adjusted life year (QALY) in the reference economy. Endoscopic surgery was more cost-effective than cabergoline, with an ICER of €44,846.64. Considering a willingness-to-pay of €40,000/QALY, the baseline findings show cabergoline to have high cost utility and endoscopic surgery just a tad above that. Conclusions Due to the favorable cost-utility profile and safety of surgical treatment, pituitary surgery should be considered more frequently as the initial therapeutic approach. This management choice could lead to better outcomes and an appropriate allocation of healthcare resources.
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Affiliation(s)
- Michele Basile
- High School of Economy and Management of Health Systems, Catholic University of Sacred Heart, Rome
| | - Ilaria Valentini
- High School of Economy and Management of Health Systems, Catholic University of Sacred Heart, Rome
| | | | - Renato Cozzi
- ASST Grande Ospedale Metropolitano Niguarda, Endocrinology Department, Milan
| | - Agnese Persichetti
- Ministry of Interior, Department of Firefighters, Public Rescue and Civil Defense, Rome
| | | | | | - Renata Simona Auriemma
- Department of Clinical Medicine and Surgery, Endocrinology Section, ‘Federico II’ University of Naples, Naples
| | - Ernesto De Menis
- Internal Medicine 2, Treviso Hospital, Treviso and Functional Department of Endocrinology and Metabolism, AULSS 2 Veneto
| | - Felice Esposito
- Neurosurgical Clinic, Department of Neurosciences and Reproductive and Odontostomatological Sciences, Federico II’ University of Naples, Naples
| | - Emanuele Ferrante
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan
| | - Giuseppe Iatì
- Department of Radiation Oncology, University of Messina, Messina
| | - Diego Mazzatenta
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma Neurochirurgia Ipofisi - Pituitary Unit, Bologna
| | - Maurizio Poggi
- Endocrinology, Department of Clinical and Molecular Medicine, S. Andrea Hospital, Sapienza University of Rome, Rome
| | - Roberta Rudà
- Division of Neurology, Castelfranco Veneto and Treviso Hospital, Treviso Division of Neuro-Oncology, Department of Neuroscience “Rita Levi Montalcini”, University of Turin, Turin
| | - Fabio Tortora
- Radiology Unit, Department of Advanced Biomedical Sciences, University “Federico II”, Naples
| | - Fabio Cruciani
- Department of Epidemiology, Lazio Region Health Service, Rome
| | - Zuzana Mitrova
- Department of Epidemiology, Lazio Region Health Service, Rome
| | - Rosella Saulle
- Department of Epidemiology, Lazio Region Health Service, Rome
| | - Simona Vecchi
- Department of Epidemiology, Lazio Region Health Service, Rome
| | - Paolo Cappabianca
- Neurosurgical Clinic, Department of Neurosciences and Reproductive and Odontostomatological Sciences, Federico II’ University of Naples, Naples
| | | | - Alessandro Bozzao
- Neuroradiology, S. Andrea Hospital, NESMOS Department (Neuroscience, Mental Health, Sensorial Organs), Sapienza University of Rome, Rome
| | - Marco Caputo
- Laboratorio Analisi Cliniche e Microbiologia, Synlab SRL, Calenzano (FI)
| | | | - Francesco Ferraù
- Department of Human Pathology of Adulthood and Childhood ‘G. Barresi’, University of Messina, Messina
| | - Andrea Gerardo Lania
- Department of Biomedical Sciences, Endocrinology Unit, Humanitas Clinical and Research Center IRCCS, Humanitas University, Rozzano (MI)
| | | | - Stefano Lello
- Department of Woman and Child Health and Public Health, Institute of Obstetrics and Gynecology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome
| | - Davide Locatelli
- Division of Neurosurgery, Department of Biotechnology and Life Sciences, University of Insubria, ASST Sette Laghi, Varese
| | - Pietro Maffei
- Department of Medicine (DIMED), 3rd Medical Clinic, Padua University, Padua
| | - Giuseppe Minniti
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena
| | - Alessandro Peri
- Pituitary Diseases and Sodium Alterations Unit, AOU Careggi, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, Florence
| | - Chiara Ruini
- Department of Psychology, University of Bologna, Bologna
| | - Fabio Settanni
- Clinical Biochemistry Laboratory, City of Health and Science University Hospital, Turin
| | - Antonio Silvani
- Department of Neuro-Oncology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano
| | - Nadia Veronese
- ASST Grande Ospedale Metropolitano Niguarda, Endocrinology Department, Milan
| | | | - Enrico Papini
- Endocrinology, Ospedale Regina Apostolorum, Albano Laziale (RM) - Italy
| | - Americo Cicchetti
- High School of Economy and Management of Health Systems, Catholic University of Sacred Heart, Rome
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Fortunato A, Rumi F, Zazzetta M, Valle MD, Pedace V, Cicchetti A. Il burden clinico ed economico delle complicanze della cute peristomale: un’analisi di Activity Based Costing. Glob Reg Health Technol Assess 2024; 11:31-37. [PMID: 38283083 PMCID: PMC10813189 DOI: 10.33393/grhta.2024.2639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/06/2023] [Indexed: 01/30/2024] Open
Abstract
Introduction: An ostomy is a procedure in which an opening is made in the abdominal wall to establish a communication between the intestinal or urinary system and the external environment. Peristomal skin complications pose a constant challenge for the majority of individuals with a stoma, as they represent the most common postoperative complication. The aim of this study was to develop an economic evaluation model for assessing the costs associated with peristomal skin complications. Methods: In order to identify these costs, a survey was conducted in collaboration with the Coloplast Ostomy Forum group with the aim of mapping and documenting the timelines and all activities in the management of these complications. The data obtained from the survey were subsequently analyzed using the Activity Based Costing methodology. Results: The results of this analysis clearly indicate that the expenditure for initial visits is higher compared to subsequent ones, and that severe peristomal skin complications impose a greater economic burden than less severe complications. Specifically, the average total cost for managing severe peristomal skin complications amounts to € 104.6. Conclusion: This kind of analysis could provide support to decision-makers in dealing with a more accurate estimate of costs related to healthcare processes, aiming to implement rates able to “cover” the overall cost of certain healthcare activities. Specifically, there is currently no specific rate aimed at defining the value associated with the care and management of this type of complication, so this study confirms that this is an economic challenge that the National Health Service must address.
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Affiliation(s)
- Agostino Fortunato
- ALTEMS, Alta Scuola di Economia e Management dei Servizi Sanitari, Università Cattolica del Sacro Cuore, Roma - Italy
| | - Filippo Rumi
- ALTEMS, Alta Scuola di Economia e Management dei Servizi Sanitari, Università Cattolica del Sacro Cuore, Roma - Italy
| | | | | | | | - Americo Cicchetti
- ALTEMS, Alta Scuola di Economia e Management dei Servizi Sanitari, Università Cattolica del Sacro Cuore, Roma - Italy
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Frassanito L, Di Bidino R, Vassalli F, Michnacs K, Giuri PP, Zanfini BA, Catarci S, Filetici N, Sonnino C, Cicchetti A, Arcuri G, Draisci G. Personalized Predictive Hemodynamic Management for Gynecologic Oncologic Surgery: Feasibility of Cost-Benefit Derivatives of Digital Medical Devices. J Pers Med 2023; 14:58. [PMID: 38248759 PMCID: PMC10820080 DOI: 10.3390/jpm14010058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/22/2023] [Accepted: 12/29/2023] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND Intraoperative hypotension is associated with increased perioperative complications, hospital length of stay (LOS) and healthcare expenditure in gynecologic surgery. We tested the hypothesis that the adoption of a machine learning-based warning algorithm (hypotension prediction index-HPI) might yield an economic advantage, with a reduction in adverse outcomes that outweighs the costs for its implementation as a medical device. METHODS A retrospective-matched cohort cost-benefit Italian study in gynecologic surgery was conducted. Sixty-six female patients treated with standard goal-directed therapy (GDT) were matched in a 2:1 ratio with thirty-three patients treated with HPI based on ASA status, diagnosis, procedure, surgical duration and age. RESULTS The most relevant contributor to medical costs was operating room occupation (46%), followed by hospital stay (30%) and medical devices (15%). Patients in the HPI group had EURO 300 greater outlay for medical devices without major differences in total costs (GDT 5425 (3505, 8127), HPI 5227 (4201, 7023) p = 0.697). A pre-specified subgroup analysis of 50% of patients undergoing laparotomic surgery showed similar medical device costs and total costs, with a non-significant saving of EUR 1000 in the HPI group (GDT 8005 (5961, 9679), HPI 7023 (5227, 11,438), p = 0.945). The hospital LOS and intensive care unit stay were similar in the cohorts and subgroups. CONCLUSIONS Implementation of HPI is associated with a scenario of cost neutrality, with possible economic advantage in high-risk settings.
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Affiliation(s)
- Luciano Frassanito
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
| | - Rossella Di Bidino
- Department of Health Technology, IRCCS Fondazione Policlinico A. Gemelli, 00168 Rome, Italy; (R.D.B.); (G.A.)
| | - Francesco Vassalli
- Department of Critical Care and Perinatal Medicine, IRCCS Istituto G. Gaslini, 16147 Genoa, Italy;
| | | | - Pietro Paolo Giuri
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
| | - Bruno Antonio Zanfini
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
| | - Stefano Catarci
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
| | - Nicoletta Filetici
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
| | - Chiara Sonnino
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
| | - Americo Cicchetti
- Department of Management Studies, Faculty of Economics, Catholic University of Sacred Heart, 00168 Rome, Italy;
| | - Giovanni Arcuri
- Department of Health Technology, IRCCS Fondazione Policlinico A. Gemelli, 00168 Rome, Italy; (R.D.B.); (G.A.)
| | - Gaetano Draisci
- Department of Emergency, Anesthesiologic and Intensive Care Sciences, IRCCS Fondazione Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy; (P.P.G.); (B.A.Z.); (S.C.); (N.F.); (C.S.); (G.D.)
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8
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Rapp T, Sicsic J, Ronchetti J, Cicchetti A. Preventing autonomy loss with multicomponent geriatric interventions: A resource-saving strategy? Evidence from the SPRINT-T study. SSM Popul Health 2023; 24:101507. [PMID: 37860705 PMCID: PMC10582469 DOI: 10.1016/j.ssmph.2023.101507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 07/24/2023] [Accepted: 08/29/2023] [Indexed: 10/21/2023] Open
Abstract
Background The objective of healthy aging strategies is to support interventions targeting autonomy loss prevention, with the assumption that these interventions are likely to be efficient by simultaneously improving clinical outcomes and saving costs. Methods We compare the economic impact of two interventions targeting frailty prevention in older European populations: a multicomponent intervention including physical activity monitoring, nutrition management, information and communications technology use and a relatively simple healthy aging lifestyle education program based on a series of workshops. Our sample includes 1,519 male and female participants from 11 European countries aged 70 years or older. Our econometric model explores trends in several outcomes depending on intervention receipt and frailty status at baseline. Results Implementing a multicomponent intervention among frail older people does not lead to a lower use of care and do not prevent quality of life losses associated with aging. However, it impacts older people's sense of priorities and interest in the future. We find no statistically significant differences between the two interventions, suggesting that the implementation of a multicomponent intervention may not be the most efficient strategy. The impact of the interventions does not differ by frailty status at baseline. Conclusions Our results show the need to implement healthy aging strategies that are more focused on people's interests.
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Affiliation(s)
- Thomas Rapp
- Université Paris Cité, Chaire AgingUP! and LIRAES (URP 4470), F-75006, Paris, France
- LIEPP Sciences Po Paris, France
| | - Jonathan Sicsic
- Université Paris Cité, Chaire AgingUP! and LIRAES (URP 4470), F-75006, Paris, France
- LIEPP Sciences Po Paris, France
| | - Jérôme Ronchetti
- Laboratoire de Recherche Magellan (EA 3713), Université Lyon 3, France
| | - Americo Cicchetti
- Università Cattolica del Sacro Cuore, ALTEMS, Faculty of Economics, Rome, Italy
| | - SPRINTT consortium
- Université Paris Cité, Chaire AgingUP! and LIRAES (URP 4470), F-75006, Paris, France
- LIEPP Sciences Po Paris, France
- Laboratoire de Recherche Magellan (EA 3713), Université Lyon 3, France
- Università Cattolica del Sacro Cuore, ALTEMS, Faculty of Economics, Rome, Italy
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Rumi F, Basile M, Cicchetti A, Alvarez FP, Azzi MV, Muzii B. Cost-effectiveness for high dose quadrivalent versus the adjuvanted quadrivalent influenza vaccine in the Italian older adult population. Front Public Health 2023; 11:1200116. [PMID: 38026422 PMCID: PMC10679352 DOI: 10.3389/fpubh.2023.1200116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
Objectives To assess the cost-effectiveness of switching from adjuvanted quadrivalent vaccine (aQIV) to high-dose quadrivalent influenza vaccine (HD-QIV) in those aged ≥65 years from the Italian National Health Service perspective. Methods We developed a decision tree model over a 1-year time-horizon to assess influenza-related costs and health outcomes. Two hospitalization approaches were considered: "hospitalization conditional on developing influenza" and "hospitalization possibly related to Influenza." The first approach considered only hospitalizations with influenza ICD-9-CM diagnosis codes. The second included hospitalizations for cardiorespiratory events possibly related to influenza to better capture the "hidden burden". Since comparative efficacy of high-dose quadrivalent influenza vaccine versus adjuvanted quadrivalent vaccine was lacking, we assumed relative efficacy versus a common comparator, standard-dose influenza quadrivalent vaccines (SD-QIV). We assumed the relative efficacy of HD-QIV vs. SD-QIV was 24.2 and 18.2% for the first and second hospitalization approaches, respectively, based on published information. Due to lack of comparative efficacy data for aQIV vs. SD-QIV, we assumed three different scenarios: 0, 6, and 12% relative efficacy in scenarios 1, 2, and 3, respectively. Results For the first hospitalization approach, HD-QIV was a cost-effective alternative to aQIV in all scenarios at a willingness-to-pay threshold of €30,000 per Quality Adjusted Life Years. The incremental cost-effectiveness ratios across the scenarios were €7,301, €9,805, and €14,733, respectively, much lower than the willingness-to-pay per Quality Adjusted Life Years threshold. For the second hospitalization approach, HD-QIV was a dominant alternative to aQIV across all scenarios. The robustness of the results was confirmed in one-way and probabilistic sensitivity analyses. Conclusion Switching to HD-QIV from aQIV for the older adult in Italy would improve health-related outcomes, and would be cost-effective or cost saving.
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Affiliation(s)
- Filippo Rumi
- Alta Scuola di Economia e Management dei Sistemi Sanitari, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Michele Basile
- Alta Scuola di Economia e Management dei Sistemi Sanitari, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Americo Cicchetti
- Alta Scuola di Economia e Management dei Sistemi Sanitari, Università Cattolica del Sacro Cuore, Rome, Italy
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Possenti L, Vitullo P, Cicchetti A, Rancati T, Zunino P. The Microvascular Network Density and Morphology Affect the Radiotherapy Outcome at the Microscale Level: A Computational Analysis. Int J Radiat Oncol Biol Phys 2023; 117:e482. [PMID: 37785526 DOI: 10.1016/j.ijrobp.2023.06.1704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Half of the cancer patients are treated with radiotherapy to obtain tumor control while minimizing radiation toxicity. In this context, hypoxia is known to determine treatment resistance, driving tumor relapse after treatment. Therefore, we investigated the role of microvasculature density and morphology in shaping the tissue oxygen distribution and consequently affecting the treatment outcome. MATERIALS/METHODS We developed an advanced computational model to describe oxygen delivery in the vascular network and the surrounding tissue. A peculiar aspect of the model is its mesoscale mixed-dimensional approach, which allows the explicit inclusion of vascular network geometry and the description of the red blood cells' effect. The oxygen delivery is modeled considering both diffusive and convective phenomena. A 30 × 2GyRBE treatment is delivered in silico simulating photons, protons, and carbon ions. First, we estimated the surviving fraction by the classical linear quadratic model modified to account for the oxygen effect. Then, leveraging the 3D description of the surviving fraction at the microenvironment scale, we compute the local tumor control probability (LTCP) in different oxygenation states (reference, acute hypoxia, high oxygen consumption). RESULTS We report correlations between the LTCP and the hypoxic volume fractions (with pO2 lower than 1 mmHg) starting with photons. These hypoxic regions are present locally, even in highly vascularized tissue, if the network is not uniformly distributed, as it might be in cancer. They are also present in tissue with low microvascular density, even with regular morphology. Interestingly, the domain considered is comparable to or smaller than the clinical imaging standard voxel dimension, and the average oxygen partial pressure in the tissue region fails to spot treatments with low LTCP, questioning whether these hypoxia areas are visible clinically via imaging. Protons have a similar effect, highlighting a similar behavior across the oxygenation levels at the microscale level. Finally, carbon ions seem more effective than photons and protons in the presence of hypoxia due to the lower oxygen effect at high LET. For this reason, the treatment with carbon ions results in high LTCPs, whatever vascular network is considered (density and morphology differences). CONCLUSION These results show the effect of microvascular density and regularity on the radiotherapy outcome and they help us understand how the microvascular network morphology affects tumor oxygenation and the radiotherapy outcome.
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Affiliation(s)
- L Possenti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - A Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - T Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - P Zunino
- Politecnico di Milano, Milan, Italy
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11
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Rancati T, Badenchini F, La Rocca E, Pisani F, Gioscio E, Possenti L, Avuzzi B, Chiorda BN, Giandini C, Colciago RR, De Santis MC, Iacovelli NA, Franceschini M, Giandini T, Cavallo A, Cicchetti A. The Microvascular Health Status Predicts Radio-Induced Acute Toxicities in Breast, Prostate and Head and Neck Cancer Patients. Int J Radiat Oncol Biol Phys 2023; 117:S32-S33. [PMID: 37784477 DOI: 10.1016/j.ijrobp.2023.06.297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) investigate the role of healthy/unhealthy microcirculation in predicting acute toxicity (tox) after breast (BC), prostate (PC) and Head & Neck (HNC) cancer RT. MATERIALS/METHODS We enrolled BC patients (pts) treated with hypofractionated-RT after conservative surgery (42.4 Gy + 10 Gy boost to tumor bed), PC pts receiving radical-RT (65 Gy / 25 fractions), HNC pts treated with conventional RT (54-70 Gy @ 1.8-2 Gy/fr) or moderately hypofractionation (56.1-69.96 Gy @ 1.7-2.12 Gy/fr). We assessed baseline sublingual-microvasculature (MV) health status before RT using a sidestream dark-field camera coupled to the GlycoCheck™ software. The system records videos showing the live movement of red blood cells (RBCs) in the microvessels. It computes 5 functional parameters: (a) perfused boundary region (PBR) estimating the penetration of RBCs into the permeable part of the endothelial glycocalyx (higher PBR values result from damaged glycocalyx, indicating impaired microcirculation); (b) density of capillaries (1/mm2); (c) blood flow in the recorded area (103 μm3/s/mm2); (d) recruitment capacity (quantifying the ability to recruit additional capillaries); (e) a global MV_HealthScore (MVHS), higher values indicate healthier MV. MVHS is computed by weighting information from the previous parameters. The computation of MVHS needs a prolonged video acquisition not reached by less compliant patients. Endpoint for this analysis was acute tox. We selected a clinically relevant tox endpoint for each cancer site: grade≥2 erythema (G2+E) for BC, any grade≥3 tox (G3Tox) for HNC and persistent grade≥1 tox simultaneously present in gastrointestinal and genitourinary domains (G1+GIGU) for PC. We used logistic regression to assess MV functional parameters' association with toxicity. RESULTS We evaluated 63 BC, 38 PC, 39 HNC pts. 77 (55%) had an evaluation for MVHS. 23/63 BC pts presented with G2+E, 12/38 PC pts with G1+GIGU, 12/39 HNC pts with G3Tox. Average MVHS was 3.6, 3.2, 2.7 in BC, HNC and PC, respectively (P>0.15). The MVHS associated with tox: healthy MV protects from tox (continuous, OR = 0.66 for 1 point increase, p = 0.01, AUC 0.69). Categorizing pts as low MVHS (<2.5), average MVHS (2.5-6.5) and high MVHA (>6.5), the observed toxicity rates in the 3 classes were 50%, 26%, 0% (p = 0.02). Also, a 3-variate model including the separated functional parameters predicted tox (AUC 0.67) on the 144 pts: higher PBR is a risk (OR = 7.6), higher capillary density protects (Logarithm, OR 0.002), higher blood flow is a risk (Logarithm, OR = 14.2). CONCLUSION These data suggest an interaction of compromised MV with repair mechanisms. The MVHS model predicts acute toxicity in BC/PC/HN pts proving (i) a quantitative relationship between MV state and radio-susceptibility and (ii) in an organ-agnostic way. The systemic functional information derived by the sublingual microscope could boost the personalization of predictive models and tailor them to the single-patient functional status. Funded by AIRC IG 21479.
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Affiliation(s)
- T Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - F Badenchini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of GenitoUrinary Oncology, Milan, Italy
| | - E La Rocca
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona, Italy
| | - F Pisani
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - E Gioscio
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - L Possenti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - B Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - B Noris Chiorda
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - C Giandini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - R R Colciago
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - M C De Santis
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - N A Iacovelli
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - M Franceschini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - T Giandini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Division of Medical Physics, Milan, Italy
| | - A Cavallo
- Fondazione IRCCS Istituto Nazionale dei Tumori, Division of Medical Physics, Milan, Italy
| | - A Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
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12
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Cicchetti A, Mangili P, Fodor A, Mori M, Chiara A, Deantoni C, Pasetti M, Palazzo G, Ubeira Gabellini MG, Rancati T, Del Vecchio A, Muzio NGD, Fiorino C. Dosimetry Predictors of Late Skin Reactions after Whole Breast Radiotherapy on a Large Mono-Institutional Cohort of Patients. Int J Radiat Oncol Biol Phys 2023; 117:e171. [PMID: 37784780 DOI: 10.1016/j.ijrobp.2023.06.1012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) To develop an NTCP model predicting late skin toxicity using dosimetric parameters from the breast dermis to identify possible RT constraints on such a structure. MATERIALS/METHODS The skin structure was defined as the 5 mm inner isotropic expansion from the outer CT body contour. It was retrospectively segmented on a large mono-Institutional cohort of early-stage breast cancer patients enrolled between 2009 and 2017 (n = 1066). Patients were treated with tangential-field RT, delivering 40 Gy in 15 fractions without a RT boost. Toxicity was reported during FU using SOMA/LENT scoring. The study endpoint was moderate-severe late toxicity consisting of Fibrosis-Atrophy-Telangiectasia-Pain (FATP G2+) developed within 42 months after RT completion. Automatic delineation of skin and DVH extraction were accomplished by scripting using the MIM_assistant software. Also, the impact of changes in the dose calculation algorithms during enrolment time was quantified. A logistic model was created by combining multifactorial variables, considering both clinical factors and the absolute skin DVH (cc). Variance Inflation Factor (VIF) was performed to reduce the multicollinearity. Repeated 5-fold cross-validation with SMOTE approach to overcome the class unbalance was applied for model feature selection. The predictive model was then developed on the entire population due to the limited G2+ events. RESULTS The FATP G2+ rate was 3.8% with 40/1066 experiencing late toxicity. Among them, a 40% had already developed acute symptoms after RT completion showing a consequential effect. The multicollinearity analysis selected 27 clinical-treatment-dosimetric factors. After repeated (20 times) 5-fold cross-validation, the best-performing model included Post-Surgery Cosmetic alterations, Aromatase Inhibitors (as a protective factor), V20 Gy (50% of the prescribed dose - DVH plateau region) and V42 Gy (105% of the prescribed dose - DVH high-dose tail). Accuracy and f1-score were 0.76 and 0.58 in both training and test sets, providing good reliability for selected variables. AUC for the final model on the entire population was 0.76+/-0.04. CONCLUSION We quantified the association between fibrosis and skin DVH when delivering 40 Gy in 15fr. The model suggested an independent role of V20 and V42 Gy and a heavy risk modulation by surgical effects and aromatase inhibitors. This last factor could interfere with adipose tissue and water-content distribution within the breast. For this purpose, a CT-based densitometry characterization of toxicity patients is ongoing.
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Affiliation(s)
- A Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - P Mangili
- San Raffaele Scientific Institute, Milan, Italy
| | - A Fodor
- Department of Radiation Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - M Mori
- San Raffaele Scientific Institute - IRCCS, Milano, Italy
| | - A Chiara
- San Raffaele Scientific Institute, Milan, Italy
| | - C Deantoni
- San Raffaele Scientific Institute, Milan, Italy
| | - M Pasetti
- San Raffaele Scientific Institute, Milano, Italy
| | - G Palazzo
- San Raffaele Scientific Institute, Milan, Italy
| | | | - T Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | | | - N G Di Muzio
- Department of Radiation Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - C Fiorino
- San Raffaele Scientific Institute - IRCCS, Milano, Italy
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Cicchetti A, Gioscio E, De Santis MC, Seibold P, Azria D, Dunning A, Sperk E, Rosenstein BS, Talbot C, Vega A, Veldeman L, Gutierrez S, Webb A, Franco NR, Massi MC, Mapelli A, Ieva F, Rattay T, West CML, Rancati T. Managing RT Schedules of Early-Stage Breast Cancer Patients with a Genetic-Dosimetric Validated Model for Late Fibrosis. Int J Radiat Oncol Biol Phys 2023; 117:e170-e171. [PMID: 37784779 DOI: 10.1016/j.ijrobp.2023.06.1011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Define a multifactorial risk prediction model for RT-induced fibrosis and investigate the benefit of a personalized approach for breast cancer (BC) patients (pts) treated with whole breast RT. MATERIALS/METHODS In a previous study, we confirmed the predictive role of 30 SNPs from the literature and built an interaction aware Polygenic Risk Score (PRS, following the methods from Franco RO 2021) for Late Fibrosis (FG2+) on a cohort of 1500 pts from the REQUITE EU/USA prospective observational study. The PRS weights the radiosensitive (RS) and radioresistant (RR) genetic components and can be included in NTCP models. In a subgroup from the same cohort (390 pts), we have also confirmed an NTCP model based on biologically Equivalent Uniform Dose (BEUD) from PTV DVHs for pts treated at 40-50 Gy and no RT boost. Here, we combine PRS and BEUD into a sigmoid model allowing PRS to modulate BEUD50 (BEUD leading to 50% FG2+), i.e., we permitted a personalized BEUD50. We can also consider this as translating the PRS into a personalized equivalent BEUD, which is added/subtracted to the treatment BEUD. We evaluated model performances through ROC-AUC, calibration plot and Precision-Recall AUC. RESULTS A total of 381 pts had complete dosimetric/genetic data, prescribed dose 40-50 Gy, and no fibrotic alteration at RT start. We scored FG2+ in 87 pts (23%). PRS ranged from -13 (more RR pts) to 7 (more RS), and a unit in PRS corresponds to 5.3 Gy BEUD or 3 Gy in EQ EUD2 Gy. Table 1 summarizes model performances, with details for subgroups below/above the quartiles I/III of the BEUD distribution. The PRS-only model correctly describes the toxicity rates in the whole population (calibration slope/offset = 0/1). Still, it overestimates/underestimates the absolute risks in the low/high dose ranges. The integrated model improves AUC-ROC and AUC-PRC by 5% and 10% and guarantees a better calibration in pts receiving low/high BEUD to the PTV. CONCLUSION We developed a multifactorial model for FG2+ based on two previously validated models and reported the improvement against single-factor models. The BEUD+PRS model is suitable for assisting clinicians in managing early-stage BC pts. The number of fractions or the daily dose could be reduced for RS pts. The integrated model resulted in a possible quantitative tool for driving the planning decision process. Also, it showed a better performance in the high BEUD region, suggesting the potential value of its extension toward RT including boost or ultra hypofractionation. We are testing this extension in the whole REQUITE cohort.
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Affiliation(s)
- A Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - E Gioscio
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - M C De Santis
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - P Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - D Azria
- Institut du Cancer de Montpellier, Montpellier, France
| | - A Dunning
- University of Cambridge, Cambridge, United Kingdom
| | - E Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - B S Rosenstein
- Icahn School of Medicine at Mount Sinai, Department of Radiation Oncology, New York, NY
| | - C Talbot
- University of Leicester, Leicester, United Kingdom
| | - A Vega
- Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - L Veldeman
- Ghent University Hospital, Ghent, Belgium
| | - S Gutierrez
- Research Institute of the University Hospital Vall d'Hebron and Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - A Webb
- University of Leicester, Leicester, United Kingdom
| | | | | | | | - F Ieva
- Politecnico di Milano, Milan, Italy
| | - T Rattay
- University of Leicester, Cancer Research Centre, Leicester, United Kingdom
| | - C M L West
- The University of Manchester, Alderley Edge, United Kingdom
| | - T Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
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Iacovacci J, Palorini F, Cicchetti A, Fiorino C, Rancati T. Dependence of the AUC of NTCP models on the observational dose-range highlights cautions in comparison of discriminative performance. Phys Med 2023; 113:102654. [PMID: 37579522 DOI: 10.1016/j.ejmp.2023.102654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/19/2023] [Accepted: 08/05/2023] [Indexed: 08/16/2023] Open
Abstract
BACKGROUND Normal tissue complication probability (NTCP) models are probabilistic models that describe the risk of radio-induced toxicity in tissues or organs. In the field of radiotherapy, the area under the ROC curve (AUC) is widely used to estimate the performance in risk prediction of NTCP models. METHODS In this work, we derived an analytical expression of the AUC for the logistic NTCP model in the case of both symmetrical and asymmetrical dose (to the normal tissue) windows around D50. Using numerical simulations, we studied the behavior of the AUC in general clinical settings, enforcing non-logistic NTCP models (Lyman-Kutcher-Burman and LogEUD) and including risk factors beyond the dose. We validated our findings using real-world radiotherapy data sets of prostate cancer patients. RESULTS Our analytical expression of the AUC made explicit the dependence on both the steepness of the logistic curve (β) and the dose window width (w), showing that an increase of w pushes AUC towards higher values. Increasing values of the AUC with increasing values of w were consistently observed across simulated data sets with diverse clinical settings from published studies and real clinical data sets. CONCLUSION Our results reveal that the AUC of NTCP models inherits intrinsic characteristics from the clinical setting of the data set on which the models are developed, and warn against the use of the AUC to compare the performance of models constructed upon data from trials in which substantially different dose ranges were administered or accounting for different risk factors beyond the dose.
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Affiliation(s)
- J Iacovacci
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - F Palorini
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - A Cicchetti
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - C Fiorino
- Medical Physics Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - T Rancati
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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Di Prinzio RR, Bondanini G, De Falco F, Vinci MR, Camisa V, Santoro A, Arnesano G, Dalmasso G, Raponi M, Di Brino E, Cicchetti A, Magnavita N, Zaffina S. Feasibility of a Stop Smoking Program for Healthcare Workers in an Italian Hospital: Econometric Analysis in a Total Worker Health® Approach. Ann Glob Health 2023; 89:56. [PMID: 37663224 PMCID: PMC10473173 DOI: 10.5334/aogh.4153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 07/13/2023] [Indexed: 09/05/2023] Open
Abstract
Background Over 20% of healthcare workers (HCWs) are active smokers. Smoking is a targeted issue for workplace health promotion (WHP) programs. Objective Our study aims to evaluate the effectiveness of the Stop Smoking Promotion (SSP) intervention, a 6-hour training course for HCWs, which took place from May 2018 to July 2019. Methods We compared HCWs who successfully quit smoking (n = 15) to those who did not (n = 25) in terms of Sickness Absence Days (SADs). Moreover, we conducted an econometric analysis by calculating the return on investment and implementing a break-even analysis. Findings Among the 40 enrolled workers, a success rate of 37.5% was observed after a span of over two years from the SSP intervention (with nurses and physicians showed the best success rate). Overall, participants showed a noticeable absenteeism reduction after the SSP intervention, with a reduction rate of 85.0% in a one-year period. The estimated ROI for the hospital was 1.90, and the break-even point was 7.85. In other words, the organization nearly doubled its profit from the investment, and the success of at least eight participants balanced costs and profits. Conclusion Our pilot study confirms that WHP programs are simple and cost-saving tools which may help improve control over the smoking pandemic in healthcare settings.
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Affiliation(s)
- Reparata Rosa Di Prinzio
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Giorgia Bondanini
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
- Department of Human Science, European University of Rome, Italy
| | - Federica De Falco
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Maria Rosaria Vinci
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Vincenzo Camisa
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Annapaola Santoro
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Gabriele Arnesano
- Post-Graduate School of Occupational Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | | | | | - Eugenio Di Brino
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
| | - Americo Cicchetti
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
| | - Nicola Magnavita
- Post-Graduate School of Occupational Health, Università Cattolica del Sacro Cuore, Rome, Italy
- Occupational Health Unit, Department of Woman, Child & Public Health, A. Gemelli Policlinic Foundation IRCCS, Rome, Italy
| | - Salvatore Zaffina
- Occupational Medicine Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
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16
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Rumi F, Fortunato A, Antonini D, Siviero L, Cicchetti A. Analysis of heterogeneity of the different health technology assessment reports produced on the transcatheter aortic valve implantation in patients with severe aortic valve stenosis at low surgical risk. Front Cardiovasc Med 2023; 10:1204520. [PMID: 37636307 PMCID: PMC10450217 DOI: 10.3389/fcvm.2023.1204520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 07/24/2023] [Indexed: 08/29/2023] Open
Abstract
Background Symptomatic severe aortic stenosis is a congenital or acquired aortic valve disease that occurs when the aortic valve of the heart narrows. It represents the most common valvular disease in adults and generally has a degenerative nature. Transcatheter aortic valve implantation (TAVI), due to its non-invasive approach, has become the standard treatment in patients who are ineligible to surgery or at high surgical risk, and it is also increasingly being performed in patients at intermediate to low surgical risk. The aim is to analyze the heterogeneity and explore the limitations of current health technology assessments (HTAs) on TAVI. Methods For the purpose of this analysis, a review of the literature based on manual research was performed. A population, intervention, comparators, and outcome (PICO) model was used to gather the HTA reports assessing TAVI in the treatment of patients affected by symptomatic severe aortic valve stenosis at low surgical risk. Furthermore, a manual search has been developed to also include assessments from the Haute Autorité de Santé. Results At the end of the investigation, a certain degree of heterogeneity in the evidence factored and in the recommendations on the technology has emerged. Relative to the clinical domains, the main drivers for the disparity are found in the type of evidence considered and in the use or not of the grading of recommendations, assessment, development, and evaluation (GRADE) methodology to evaluate the quality of the clinical evidence included. Another element concerns the chosen device generation assessed within the evaluation. In order to perform the economic evaluation, a cost-utility analysis and a budget impact model were developed. Despite some elements of heterogeneity, the economic assessments demonstrate a favorable or dominant cost-effectiveness profile for TAVI compared with surgical aortic valve replacement (SAVR). Conclusion Despite the presence of heterogeneity elements both in clinical and economic domains, HTA agencies reached the same recommendations on the use of TAVI. It emerged the need for a centralized vision on the "strong" domains, which means giving up freedom to local bodies to adapt to their context on the "soft" ones. This approach could have the potential to strengthen the role of HTA in Europe by ensuring faster decision-making and equity of access to health innovations and reduce the heterogeneity in the assessment methods.
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Affiliation(s)
- Filippo Rumi
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS), Università Cattolica del Sacro Cuore, Rome,Italy
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Papavero SC, Fracasso A, Ramaglia P, Cicchetti A, de Belvis AG, Ferrara FM. Telemedicine Has a Social Impact: An Italian National Study for the Evaluation of the Cost-Opportunity for Patients and Caregivers and the Measurement of Carbon Emission Savings. Telemed J E Health 2023; 29:1252-1260. [PMID: 36637858 DOI: 10.1089/tmj.2022.0333] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Background: Owing to COVID-19, all stakeholders have recognized the advantages of telehealth and they were available for its permanent implementation, both from the normative and economic point of view. It is, therefore, necessary to understand what were the real benefits created in society through telehealth. Objective: Develop a method to identify a social impact of telemedicine in Italy, considering the reduction on the patient moves with a consequent travel cost, time (opportunity costs), and carbon emission savings. Methods: Since March 2020, we have conducted a quality improvement study in 17 centers, collecting sociodemographic variables. To assess the social impact, we transform the data into outcome measures. The protocol used "Telemedicina Subito" allows the rapid implementation of telemedicine, using operating manual, structured according Health Technology Assessment approach. Results: We collected data related to 2,091 televisits, analyzing three different perspectives. First, one patient with a televisit had a saving equal to the median of EUR 97.16 (interquartile range [IQR]: 64.29-159.69), USD 113.88; considering that the median cost for the visit in presence was EUR 105.91 (p-value <0.05) and after the use of telehealth had a median of EUR 0 (mean: EUR 14.70; p-value <0.05). Second, informal caregivers have a median savings of EUR 65.06 (IQR: 55.52-89.21), USD 76.26. Finally, for one single telemedicine visits we can contribute with a median carbon emission savings of ∼13 kg (IQR: 6-24). Conclusions: The evaluation of the social impact on telemedicine facilitated the creation of an important framework for decision-makers.
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Affiliation(s)
- Sara Consilia Papavero
- ALTEMS: High School of Economics and Management of Health Systems, Catholic University of Sacred Hearth, Rome, Italy
| | - Andrea Fracasso
- ALTEMS: High School of Economics and Management of Health Systems, Catholic University of Sacred Hearth, Rome, Italy
| | - Pietro Ramaglia
- ALTEMS: High School of Economics and Management of Health Systems, Catholic University of Sacred Hearth, Rome, Italy
| | - Americo Cicchetti
- ALTEMS: High School of Economics and Management of Health Systems, Catholic University of Sacred Hearth, Rome, Italy
| | - Antonio Giulio de Belvis
- Hygiene Section, Department of Life Sciences and Public Health, Catholic University of Sacred Heart, Rome, Italy
| | - Fabrizio Massimo Ferrara
- ALTEMS: High School of Economics and Management of Health Systems, Catholic University of Sacred Hearth, Rome, Italy
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18
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Erskine J, Abrishami P, Charter R, Cicchetti A, Culbertson R, Faria E, Hiatt JC, Khan J, Maddern G, Patel A, Rha KH, Shah PC, Sooriakumaran P, Tackett S, Turchetti G, Chalkidou A. BEST PRACTICE CONSIDERATIONS ON THE ASSESSMENT OF ROBOTIC-ASSISTED SURGICAL SYSTEMS: RESULTS FROM AN INTERNATIONAL CONSENSUS EXPERT PANEL. Int J Technol Assess Health Care 2023:1-28. [PMID: 37272397 DOI: 10.1017/s0266462323000314] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
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19
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Di Brino E, Yan S, Tomic R, Panebianco M, Dlotko E, Stern L, Basile M, Rumi F, Cicchetti A, Marino R. Budget impact of prophylactic treatment of rVIII-SingleChain in moderate and severe Hemophilia A in Italy. J Med Econ 2023; 26:554-564. [PMID: 37039544 DOI: 10.1080/13696998.2023.2194803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
Abstract
Introduction: rVIII-SingleChain, a recombinant factor VIII (rFVIII), has demonstrated safety and efficacy in patients with hemophilia A in clinical trials and real-world evidence. This analysis aimed to estimate the potential budget impact of increasing the usage of rVIII-SingleChain for the prophylactic treatment of hemophilia A over 3 years in Italy.Methods: Patients with moderate and severe hemophilia A receiving prophylaxis were included in the analysis. Epidemiological data were obtained from published literature. Mean product consumption and mean annual bleeding rate for rVIII-SingleChain, rFVIIIFc, octocog alfa and BAY 81-8973 were based on pooled real-world data from Italy, Germany and US. A budget impact model has been developed in order to compare two scenarios: a base-case scenario where current rVIII-SingleChain shares are kept constant over 3 years and an alternative scenario where rVIII-SingleChain shares increase by taking from other rFVIII products. Analysis 1 was based on the current Italian list prices and Analysis 2 considered current regional acquisition prices for both scenarios.Results: Annually, adult patients treated with rVIII-SingleChain prophylaxis are expected to consume 324,589 units per patient, resulting in annual costs of €240,196 per patient. In Analysis 1, comparing the base case (constant market share of 9% rVIII-SingleChain over time) with the alternative scenario (higher rVIII-SingleChain market share and increasing from 15% in the first year to 25% in the third year), the total expenditure for prophylaxis using rFVIII products is expected to decrease by €1.4 million in Year 1, by €3.1 million in Year 2 and by €5.4 million in Year 3. In Analysis 2 based on regional prices, the results remained consistent.Discussion/Conclusion: This analysis suggests that increasing utilization of rVIII-SingleChain in hemophilia A patients may lead to cost savings as a result of reduced consumption with uncompromised efficacy in bleed protection.
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20
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Rodríguez-Sánchez B, Daugbjerg S, Peña-Longobardo LM, Oliva-Moreno J, Aranda-Reneo I, Cicchetti A, López-Bastida J. Does the inclusion of societal costs change the economic evaluations recommendations? A systematic review for multiple sclerosis disease. Eur J Health Econ 2023; 24:247-277. [PMID: 35596098 PMCID: PMC9985586 DOI: 10.1007/s10198-022-01471-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 04/19/2022] [Indexed: 05/14/2023]
Abstract
BACKGROUND Multiple sclerosis imposes a heavy burden on the person who suffers from it and on the relatives, due to the caregiving load involved. The objective was to analyse whether the inclusion of social costs in economic evaluations of multiple sclerosis-related interventions changed results and/or conclusions. METHODS A systematic review was launched using Medline and the Cost-Effectiveness Analysis Registry of Tufts University (2000-2019). Included studies should: (1) be an original study published in a scientific journal, (2) be an economic evaluation of any multiple sclerosis-related intervention, (3) include productivity losses and/or informal care costs (social costs), (4) be written in English, (5) use quality-adjusted life years as outcome, and (6) separate the results according to the perspective applied. RESULTS Twenty-nine articles were selected, resulting in 67 economic evaluation estimations. Social costs were included in 47% of the studies. Productivity losses were assessed in 90% of the estimations (the human capital approach was the most frequently used method), whereas informal care costs were included in nearly two-thirds of the estimations (applying the opportunity and the replacement-cost methods equally). The inclusion of social costs modified the figures for incremental costs in 15 estimations, leading to a change in the conclusions in 10 estimations, 6 of them changing from not recommended from the healthcare perspective to implemented from the societal perspective. The inclusion of social costs also altered the results from cost-effective to dominant in five additional estimations. CONCLUSIONS The inclusion of social costs affected the results/conclusions in multiple sclerosis-related interventions, helping to identify the most appropriate interventions for reducing its economic burden from a broader perspective.
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Affiliation(s)
- B Rodríguez-Sánchez
- Department of Applied Economics, Public Economics and Political Economy, University Complutense of Madrid, Pl. Menéndez Pelayo 4, 28040, Madrid, Spain
| | - S Daugbjerg
- Graduate School of Health Economics and Management (Alta Scuola Di Economia E Management Dei Sistemi Sanitari), Universitá Cattolica del Sacro Cuore, Rome, Italy
| | - L M Peña-Longobardo
- Economic Analysis and Finance Department, Faculty of Law and Social Sciences, University of Castilla-La Mancha, 45071, Toledo, Spain
| | - J Oliva-Moreno
- Economic Analysis and Finance Department, Faculty of Law and Social Sciences, University of Castilla-La Mancha, 45071, Toledo, Spain
| | - I Aranda-Reneo
- Economic Analysis and Finance Department, Faculty of Social Sciences, University of Castilla-La Mancha, Avda. Real Fábrica de Seda s/n, 45600, Talavera de la Reina, Toledo, Spain.
| | - A Cicchetti
- Graduate School of Health Economics and Management (Alta Scuola Di Economia E Management Dei Sistemi Sanitari), Universitá Cattolica del Sacro Cuore, Rome, Italy
| | - J López-Bastida
- Faculty of Health Sciences, Universidad Castilla-La Mancha, 45600, Talavera de la Reina, Toledo, Spain
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21
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Revenäs Å, Ström L, Cicchetti A, Ehn M. Towards multimodal boosting of motivation for fall-preventive physical activity in seniors: An iterative development evaluation study. Digit Health 2023; 9:20552076231180973. [PMID: 37426584 PMCID: PMC10328051 DOI: 10.1177/20552076231180973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 05/23/2023] [Indexed: 07/11/2023] Open
Abstract
Background Many seniors need to increase their physical activity (PA) and participation in fall prevention exercise. Therefore, digital systems have been developed to support fall-preventive PA. Most of them lack video coaching and PA monitoring, two functionalities that may be relevant for increasing PA. Objective To develop a prototype of a system to support seniors' fall-preventive PA, which includes also video coaching and PA monitoring, and to evaluate its feasibility and user experience. Methods A system prototype was conceived by integrating applications for step-monitoring, behavioural change support, personal calendar, video-coaching and a cloud service for data management and co-ordination. Its feasibility and user experience were evaluated in three consecutive test periods combined with technical development. In total, 11 seniors tested the system at home for four weeks with video coaching from health care professionals. Results Initially, the system's feasibility was non-satisfactory due to insufficient stability and usability. However, most problems could be addressed and amended. In the third (last) test period, both seniors and coaches experienced the system prototype to be fun, flexible and awareness-raising. Interestingly, the video coaching which made the system unique compared to similar systems was highly appreciated. Nonetheless, even the users in the last test period highlighted issues due to insufficient usability, stability and flexibility. Further improvements in these areas are needed. Conclusions Video coaching in fall-preventive PA can be valuable for both seniors and health care professionals. High reliability, usability and flexibility of systems supporting seniors are essential.
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Affiliation(s)
- Å. Revenäs
- School of Health, Care and Social Welfare, Mälardalen University, Västerås, Sweden
- Centre for Clinical Research, Region Västmanland – Uppsala University, Västerås, Sweden
- Orthopedic Clinic Västerås Hospital, Region Västmanland, Västerås, Sweden
| | - L. Ström
- Livanda Internetkliniken AB, Ludvika, Sweden
| | - A. Cicchetti
- School of Innovation, Design and Engineering, Mälardalen University, Västerås, Sweden
| | - M. Ehn
- School of Innovation, Design and Engineering, Mälardalen University, Västerås, Sweden
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22
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Calabrò GE, Rumi F, Fallani E, Ricciardi R, Cicchetti A. The Economic and Fiscal Impact of Influenza Vaccination for Health Care Workers in Italy. Vaccines (Basel) 2022; 10:vaccines10101707. [PMID: 36298572 PMCID: PMC9609125 DOI: 10.3390/vaccines10101707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 10/08/2022] [Accepted: 10/10/2022] [Indexed: 11/16/2022] Open
Abstract
Influenza has a significant impact on the health care system and also on production and economic systems. Vaccinated health care workers (HCWs) are more likely to have improved productivity compared to unvaccinated workers. The study aim was to estimate the economic and fiscal impact of an influenza vaccination program for HCWs in Italy. We performed a cost analysis aimed to estimate the indirect costs (productivity losses due to working days lost) and the increase in tax revenues derived from the increase in vaccination coverage among HCWs. Assuming an incremental increase in vaccination coverage of 10% per year over a period of 5 years, total savings could be obtained in terms of a reduction in productivity losses equal to −€4,475,497.16 and an increase in tax revenues of €327,158.84. This revenue could be used to finance other health interventions. Our results are fundamental in view of the sustainability of health systems and of a value-based allocation of health resources. Therefore, a complete social perspective, including the fiscal impact of flu vaccination, should be adopted to assess the economic value of influenza vaccines. Currently, health policies based on the whole value of flu vaccination are needed.
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Affiliation(s)
- Giovanna Elisa Calabrò
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, L.go F. Vito 1, 00168 Rome, Italy
- VIHTALI (Value in Health Technology and Academy for Leadership & Innovation), Spin-Off of Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Correspondence:
| | - Filippo Rumi
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Elettra Fallani
- Department of Life Sciences, University of Siena, 53100 Siena, Italy
- Seqirus S.r.l., 53035 Monteriggioni, Italy
| | - Roberto Ricciardi
- VIHTALI (Value in Health Technology and Academy for Leadership & Innovation), Spin-Off of Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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23
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Basile M, Di Brino E, Rumi F, Palmeri M, Cicchetti A. Analysis of the multidisciplinary approach for the management of patients affected by chronic myeloid leukaemia. Integ Health J 2022. [DOI: 10.1136/ihj-2020-000057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BackgroundChronic myelogenous leukaemia (CML) is a pathological clinical condition with a yearly incidence between 10 and 15 cases per million people, 14 in Italy. Its incidence increases with age, reaching 20–25 yearly cases per million individuals in people over 70 years. A growing importance has been given to the need of a multidisciplinary approach (MDA) for the management of patients with CML.ObjectiveTo analyse the importance of MDA as compared with the current Italian standard of care for the management of CML patients based on the involvement of several health professional figures.MethodsA group of healthcare professionals from several healthcare structures were gathered in a first Advisory Board (AB) and divided into as many groups as the number of belonging health structures representative of the Italian provision of therapeutic approaches for CML. In a second AB, the results were validated by the same panel of experts.ResultsThe number of dedicated health professionals within the dedicated ward ranged from 1 to 13. Most structures rely on several professionals intervening only in case of necessity. Only one centre provides a booking service based on clinical needs to avoid waiting times. Most centres report there is basically no disagreement in the definition of the clinical pathway and there is a high adherence to national and international CML guidelines.ConclusionsThe development of forms of interorganisational and interprofessional coordination to improve the diagnosis and the treatment of CML patients have been for long on the agenda of policy makers, managers and professionals for more than 20 years. This analysis represents a starting reference to consider for the evaluation of an MDA in the Italian context.
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DI Bonaventura R, Basile M, Olivi A, Cicchetti A, Marchese E. Antibiotic-impregnated versus standard silicone catheter for external ventricular drainage in acute hydrocephalus associated to aneurysmal SAH: a budget impact analysis from a single center Italian Cohort. J Neurosurg Sci 2022; 67:135-142. [PMID: 36082837 DOI: 10.23736/s0390-5616.22.05754-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Acute hydrocephalus is a frequent complication of aneurysmal subarachnoid hemorrhage, and it is generally treated by external ventricular drainage. In the last decades, antibiotic-impregnated ventricular catheters have been introduced in the neurosurgical practice in order to reduce secondary cerebrospinal fluid infections which increase morbidity, mortality, and health care costs. METHODS Data of 100 patients treated at Fondazione Policlinico Universitario Agostino Gemelli IRCCS between January 2012 and December 2019 were retrospectively reviewed in order to determine the cost-effectiveness and budget impact of antibiotic impregnated versus non-impregnated catheters in the management of patients with aneurysmal subarachnoid hemorrhage related hydrocephalus. A budget impact model was built depending on the use of antibiotic impregnated versus non-impregnated catheters. The model was populated with data extrapolated from existing literature concerning the Italian healthcare setting and national tariffs. RESULTS A 25% reduction in the number of cerebrospinal fluid infections was achieved by using antibiotic impregnated catheters, resulting in an overall saving equal to €5730.52/patient. Expanding results to a 100-patient sample, the possible savings would amount to €573,052.40 for the National Health Service. CONCLUSIONS Antibiotic impregnated catheters use was associated to a reduction in cerebrospinal fluid infections rate as well as in costs related to hospital care when compared to nonimpregnated catheters. Thus these catheters represent, besides lifesaving, cost-saving devices that reduce the economic burden and ensure a safe clinical outcome in patients with aneurysmal subarachnoid hemorrhage related hydrocephalus. The present study provides concrete evidence of the benefit of Antibiotic impregnated catheters to decision-makers responsible of defining health policies.
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Affiliation(s)
- Rina DI Bonaventura
- Neurosurgery Institute, Università Cattolica del Sacro Cuore, Rome, Italy -
- Neurosurgery, Aging, Neurological, Orthopedic and Head-Neck Sciences Department, Fondazione Policlinico Agostino Gemelli IRCCS, Rome, Italy -
| | - Michele Basile
- Graduate School of Health Economics and Management, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alessandro Olivi
- Neurosurgery Institute, Università Cattolica del Sacro Cuore, Rome, Italy
- Neurosurgery, Aging, Neurological, Orthopedic and Head-Neck Sciences Department, Fondazione Policlinico Agostino Gemelli IRCCS, Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Enrico Marchese
- Neurosurgery Institute, Università Cattolica del Sacro Cuore, Rome, Italy
- Neurosurgery, Aging, Neurological, Orthopedic and Head-Neck Sciences Department, Fondazione Policlinico Agostino Gemelli IRCCS, Rome, Italy
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Calabrò GE, Basile M, Varano M, Amore F, Ricciardi R, Bandello F, Cicchetti A. Economic Aspects in the Management of Diabetic Macular Edema in Italy. Front Public Health 2022; 10:938987. [PMID: 35937268 PMCID: PMC9353644 DOI: 10.3389/fpubh.2022.938987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 06/22/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundDiabetic Macular Edema (DME) is the most common cause of vision loss in diabetic patients. Currently, the Vascular Endothelial Growth Factor inhibitors (anti-VEGFs) are used as the first line of DME treatment and corticosteroid implants are usually used as a second-line treatment. These implants are a safe and effective therapeutic option that can improve the quality of life of DME patients by reducing the intravitreal injections number. We determined the economic impact related to DME, also from the social perspective, and the consequences of the increased use of the dexamethasone implant.MethodsThe analysis compares two scenarios: the first based on the current rate of recourse to the therapeutic alternatives available in the Italian healthcare setting (as is) and the second based on the assumption of an increased recourse to dexamethasone implants (to be). The results are expressed both in terms of the resource absorption associated with the two scenarios and in terms of the cost differential yielded by their comparison.ResultsThe increased use of the dexamethasone implant allows considerable savings in terms of healthcare professionals' time, follow-up and productivity lost by patients/caregivers. These savings would reduce healthcare costs for the management of DME patients in Italy by €2,058,238 in 5 years.ConclusionsTo optimize the healthcare resources allocation, it is necessary to implement treatments that yield not only cost reductions but also a clinical benefit for patients. The dexamethasone implant use is an example of DME management that generates value for patients, health system and society.
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Affiliation(s)
- Giovanna Elisa Calabrò
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
- VIHTALI (Value in Health Technology and Academy for Leadership and Innovation), Spin-Off of Università Cattolica del Sacro Cuore, Rome, Italy
- *Correspondence: Giovanna Elisa Calabrò
| | - Michele Basile
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
| | | | - Filippo Amore
- IAPB Italia Onlus - Polo Nazionale di Servizi e Ricerca per la Prevenzione della Cecità e la Riabilitazione Visiva, Centro di Collaborazione Organizzazione Mondiale Sanità Presso Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Rome, Italy
| | - Roberto Ricciardi
- VIHTALI (Value in Health Technology and Academy for Leadership and Innovation), Spin-Off of Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Bandello
- Department of Ophthalmology, Scientific Institute San Raffaele, University Vita-Salute, Milan, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
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Xoxi E, Rumi F, Kanavos P, Dauben HP, Gutierrez-Ibarluzea I, Wong O, Rasi G, Cicchetti A. A Proposal for Value-Based Managed Entry Agreements in an Environment of Technological Change and Economic Challenge for Publicly Funded Healthcare Systems. Front Med Technol 2022; 4:888404. [PMID: 35782579 PMCID: PMC9245041 DOI: 10.3389/fmedt.2022.888404] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/04/2022] [Indexed: 11/30/2022] Open
Abstract
Managed entry agreements (MEA) represent one of the main topics of discussion between the European National Payers Authorities. Several initiatives on the subject have been organized over the past few years and the scientific literature is full of publications on the subject. There is currently little international sharing of information between payers, mainly as a result of the confidentiality issues. There are potential benefits from the mutual sharing of information, both about the existence of MEAs and on the outcomes and results. The importance of involving all the players in the decision-making process on market access for a medicinal product (MP) is that it may help to make new therapies available to patients in a shorter time. The aim of this project is to propose a new pathway of value-based MEA (VBMEA), based on the analysis of the current Italian pricing and reimbursement framework. This requires elaboration of a transparent appraisal and MEA details with at least a 24-month contract. The price of the MP is therefore valued based on the analysis of the VBMEA registries of the Italian Medicines Agency. Although the proposal focuses on the Italian context, a similar approach could also be adapted in other nations, considering the particularities of the single health technology assessment (HTA)/payer system.
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Affiliation(s)
- Entela Xoxi
- Postgraduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
| | - Filippo Rumi
- Postgraduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
- *Correspondence: Filippo Rumi
| | - Panos Kanavos
- London School of Economics and Political Science, London, United Kingdom
| | - Hans-Peter Dauben
- Rheinische Fachhochschule Köln, University for Applied Science, Köln, Germany
| | - Iñaki Gutierrez-Ibarluzea
- BIOEF, Public Foundation of the Department of Health to Promote Innovation and Research in Euskadi, Bilbao, Spain
| | | | - Guido Rasi
- Clinical Trial Center, Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Americo Cicchetti
- Postgraduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
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Di Bidino R, Rogliani P, Sebastiani A, Ricci A, Varone F, Sgalla G, Iovene B, Bruni T, Flore MC, D'Ascanio M, Cavalli F, Savi D, Di Michele L, Cicchetti A, Richeldi L. Road Toward a New Model of Care for Idiopathic Pulmonary Fibrosis in the Lazio Region. Front Med (Lausanne) 2022; 9:861076. [PMID: 35755040 PMCID: PMC9228027 DOI: 10.3389/fmed.2022.861076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 05/09/2022] [Indexed: 12/02/2022] Open
Abstract
A timely, confirmed diagnosis of Idiopathic Pulmonary Fibrosis (IPF) has a significant impact on the evolution of the disease. The current model of care in the Lazio region (in Italy) was assessed on the basis of real-world data provided by the four reference centers responsible for diagnosing and treating IPF. The 5-year, population-based, retrospective longitudinal study provided the data that is at the basis of the current proposal for a new clinical and therapeutic pathway (DTCP) and has been shared with regional decision makers. A DTCP must be defined and based on four pillars: GPs, pulmonologists, IPF centers, and telemedicine. Each must play a role within a sort of hub-and-spoke model. IPF centers remain the hubs, while spokes are identified in trained GPs and pulmonologists.
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Affiliation(s)
- Rossella Di Bidino
- Graduate School of Health Economics and Management, Università Cattolica del Sacro Cuore (ALTEMS), Rome, Italy
- *Correspondence: Rossella Di Bidino
| | - Paola Rogliani
- Unit of Respiratory Medicine, Department of Experimental Medicine, Università di Roma “Tor Vergata, ”Rome, Italy
| | - Alfredo Sebastiani
- Department of Respiratory Diseases, San Camillo-Forlanini Hospital, Rome, Italy
| | - Alberto Ricci
- Respiratory Unit, Sant'Andrea Hospital, Università di Roma Sapienza, Rome, Italy
| | - Francesco Varone
- Department of Pulmonary Medicine, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Giacomo Sgalla
- Department of Pulmonary Medicine, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Bruno Iovene
- Department of Pulmonary Medicine, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Teresa Bruni
- Department of Pulmonary Medicine, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Maria Chiara Flore
- Department of Pulmonary Medicine, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Michela D'Ascanio
- Respiratory Unit, Sant'Andrea Hospital, Università di Roma Sapienza, Rome, Italy
| | - Francesco Cavalli
- Unit of Respiratory Medicine, Department of Experimental Medicine, Università di Roma “Tor Vergata, ”Rome, Italy
| | - Daniela Savi
- Department of Public Health and Infectious Diseases, Università di Roma Sapienza, Rome, Italy
| | - Loreta Di Michele
- Department of Respiratory Diseases, San Camillo-Forlanini Hospital, Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management, Università Cattolica del Sacro Cuore (ALTEMS), Rome, Italy
| | - Luca Richeldi
- Department of Pulmonary Medicine, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
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28
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Pedrini E, Negro A, Di Brino E, Pecoraro V, Sculco C, Abelli E, Gnoli M, Magrelli A, Sangiorgi L, Cicchetti A. Real-World Data and Budget Impact Analysis (BIA): Evaluation of a Targeted Next-Generation Sequencing Diagnostic Approach in Two Orthopedic Rare Diseases. Front Pharmacol 2022; 13:785705. [PMID: 35734413 PMCID: PMC9207266 DOI: 10.3389/fphar.2022.785705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 04/19/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: Next-generation sequencing (NGS) technology, changing the diagnostic approach, has become essential in clinical settings, and its adoption by public health laboratories is now the practice. Despite this, as technological innovations, its intake requires an evaluation of both the clinical utility and the economic investment, especially considering the rare disease scenario. This study evaluated the analytical validity and the budget impact of an NGS-Ion Torrent™ approach for the molecular germline diagnosis of two musculoskeletal rare diseases.Methods: Two cohorts of 200 and 199 patients with suspect or clinical diagnosis of multiple osteochondromas (MO) and osteogenesis imperfecta (OI) previously evaluated with a single-gene diagnostic protocol were re-analyzed using a targeted NGS assay. Analytical validity was assessed by comparing NGS and single-gene protocol. A budget impact analysis using real-world cost data-considering the healthcare perspective— was performed by applying activity-based costing (ABC). The cost considered consumables, personnel, and equipment. Additional costs not related to NGS activities were not considered. Sensitivity analysis was performed.Results: The NGS method showed a higher (for MO) and comparable (for OI) diagnostic sensitivity than the traditional techniques, apart from always reducing the time and costs of diagnosis. Overall, the cost saving per patient is € 765 for OI and € 74 for MO. Materials represented the highest cost driver of the NGS process. A time saving—proportional to the panel size—has been assessed in both cases.Conclusions: Our targeted NGS diagnostic approach decreases time to diagnosis and costs, appearing to be beneficial and recommended both for patients and from a healthcare perspective in routine diagnosis also considering very small gene panels and a low patient flow. The adequate analytical sensitivity always required the additional Sanger sequencing step of the low- and non-covered regions. A more accurate strategy evaluation is suggested in the case of ultra-rare/complex diseases, large gene-panel, or non-reference diagnostic centers.
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Affiliation(s)
- Elena Pedrini
- Department of Rare Skeletal Disorders, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Antonella Negro
- Regional Agency for Health and Social Care of Emilia-Romagna, Bologna, Italy
| | - Eugenio Di Brino
- Università Cattolica del Sacro Cuore, Graduate School of Health Economics and Management, Rome, Italy
| | - Valentina Pecoraro
- Regional Agency for Health and Social Care of Emilia-Romagna, Bologna, Italy
| | - Camilla Sculco
- School of Economics and Management, Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Elisabetta Abelli
- Department of Rare Skeletal Disorders, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Maria Gnoli
- Department of Rare Skeletal Disorders, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Armando Magrelli
- National Center for Drug Research and Evaluation, National Institute of Health (ISS), Rome, Italy
| | - Luca Sangiorgi
- Department of Rare Skeletal Disorders, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
- *Correspondence: Luca Sangiorgi,
| | - Americo Cicchetti
- Università Cattolica del Sacro Cuore, Graduate School of Health Economics and Management, Rome, Italy
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29
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Ronchi S, Vischioni B, Cicchetti A, Bonora M, Ingargiola R, Rossi E, Russo S, Ciocca M, Orlandi E. MO-0482 Carbon ion radiotherapy for head and neck mucosal melanoma: single-center experience in 40 patients. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02376-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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30
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Rancati T, Gioscio E, Cicchetti A, Rosenstein B, Seibold P, Avuzzi B, Azria D, Choudhury A, De Ruysscher D, Dunning A, Elliott R, Kerns S, Lambrecht M, Sperk E, Symonds P, Talbot C, Vega A, Veldeman L, Valdagni R, Webb A, Chang-Claude J, West C. MO-0557 Estimates of α/β ratios for individual late urinary toxicity endpoints: analysis of a cohort trial. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02391-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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31
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Cicchetti A, La Rocca E, De Santis M, Seibold P, Azria D, De Ruysscher D, Valdagni R, Dunning A, Elliot R, Gutiérrez-Enríquez S, Lambrecht M, Sperk E, Rancati T, Rattay T, Rosenstein B, Talbot C, Vega A, Veldeman L, Webb A, Chang-Claude J, West C. MO-0801 Machine learning based models of radiotherapy-induced skin induration for breast cancer patients. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02437-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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32
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Gioscio E, Rancati T, De Cecco L, Barbara A, Noris Chiorda B, Badenchini F, Giandini T, Cicchetti A, Zaffaroni N, Doldi V, Mancinelli E, Serafini M, Devecchi A, Andreoli L, Orlandi E, Valdagni R. PD-0161 Single-patient microbiota & inflammation profiles modulate dose-response curves for acute toxicity. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02766-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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33
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Iacovelli N, Rancati T, Ingargiola R, Alfieri S, De Cecco L, Badenchini F, Cavallo A, Cicchetti A, Zaffaroni N, Doldi V, Mancinelli E, Serafini M, Devecchi A, Valdagni R, Orlandi E. MO-0381 Saliva microbiota and inflammation markers predict acute toxicity after RT for head-and-neck cancer. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02347-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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34
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Nurchis MC, Riccardi MT, Radio FC, Chillemi G, Bertini ES, Tartaglia M, Cicchetti A, Dallapiccola B, Damiani G. Incremental net benefit of Whole Genome Sequencing for newborns and children with suspected genetic disorders: systematic review and meta-analysis of cost-effectiveness evidence. Health Policy 2022; 126:337-345. [DOI: 10.1016/j.healthpol.2022.03.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/16/2022] [Accepted: 03/01/2022] [Indexed: 11/16/2022]
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35
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Rosati R, Possenti L, Cicchetti A, Costantino M, Rancati T, Zunino P. A multiscale model for oxygen delivery and radiation damage within the microenvironment. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00131-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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36
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Bresolin A, Maggio A, Landoni V, Cicchetti A, Trombetta L, Ferrari P, Moretti E, Giandini T, Petrucci E, Aimonetto S, Farina B, Carillo V, Cazzulo E, Pignoli E, Salmoiraghi P, Rancati T, Fiorino C, Cozzarini C. Dose-volume effect for acute patient-reported intestinal toxicity from whole pelvis radiotherapy: an Italian multicentric study. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00127-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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37
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Choudhary P, Bellido V, Graner M, Altpeter B, Cicchetti A, Durand-Zaleski I, Kristensen FB. The Challenge of Sustainable Access to Telemonitoring Tools for People with Diabetes in Europe: Lessons from COVID-19 and Beyond. Diabetes Ther 2021; 12:2311-2327. [PMID: 34390477 PMCID: PMC8363869 DOI: 10.1007/s13300-021-01132-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 07/26/2021] [Indexed: 01/08/2023] Open
Abstract
Telemedicine in diabetes care has been evolving over several years, particularly since the advent of cloud-connected technologies for diabetes management, such as glucose monitoring devices, including continuous glucose monitoring (CGM) systems, that facilitate sharing of glucose data between people with diabetes and their healthcare professionals in near-real time. Extreme social distancing and shielding in place for vulnerable patients during the COVID-19 pandemic has created both the challenge and the opportunity to provide care at a distance on a large scale. Available evidence suggests that glucose control has in fact improved during this period for people with diabetes who are able to use CGM devices for remote glucose monitoring. The development of telemedicine as part of the standard of care in diabetes faces significant challenges in the European context, particularly in terms of providing consistent and effective care at a distance to large populations of patients while using robust systems that can be supported by large regional and national healthcare services. These challenges include a fragmented approach to healthcare technology assessment and reimbursement, lack of eHealth education and literacy, particularly amongst healthcare professionals, lack of data integration, as well as concerns about electronic health records, patient consent and privacy. Here we review the benefits of and challenges to wider application of telemedicine and telemonitoring in the post-pandemic future, with the aim to ensure that the value of these eHealth services is provided to patients, healthcare providers and health systems.
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Affiliation(s)
- Pratik Choudhary
- Leicester Diabetes Centre (Bloom), Leicester General Hospital, University of Leicester, Leicester, UK.
| | - Virginia Bellido
- Department of Endocrinology and Nutrition, Virgen del Rocío University Hospital, Seville, Spain
| | | | - Bernd Altpeter
- Digital Health Groupe and German Institute of Telemedicine, Frankfurt, Germany
| | - Americo Cicchetti
- School of Healthcare Systems, Economics and Management, Universita Cattolica del Sacro Cuore, Rome, Italy
| | | | - Finn Børlum Kristensen
- Danish Centre for Health Economics (DaCHE), Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
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Xoxi E, Facey KM, Cicchetti A. The Evolution of AIFA Registries to Support Managed Entry Agreements for Orphan Medicinal Products in Italy. Front Pharmacol 2021; 12:699466. [PMID: 34456724 PMCID: PMC8386173 DOI: 10.3389/fphar.2021.699466] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 06/10/2021] [Indexed: 12/12/2022] Open
Abstract
Italy has a well-established prominent system of national registries to support managed entry agreements (MEAs), monitoring innovative medicinal products (MPs) with clinical as well as economic uncertainties to ensure appropriate use and best value for money. The technological architecture of the registries is funded by pharmaceutical companies, but fully governed by the national medicines agency (AIFA). A desktop analysis was undertaken of data over a 15-year timeframe of all AIFA indication-based registries and associated EMA information. The characteristics of registries were evaluated, comparing orphan MPs vs. all MPs exploring cancer and non-cancer indications. OMP (orphan medicinal product) registries’ type vs. AIFA innovation status and EMA approval was reviewed. Of the 283 registries, 182 are appropriateness registries (35.2% relate to OMPs, with an almost equal split of cancer vs. non-cancer for OMPs and MPs), 35 include financial-based agreements [20% OMPs (2 non-cancer, 5 cancer)], and 60 registries are payment by result agreements [23.3% OMPs (4 non-cancer, 10 cancer)]. Most OMPs (53/88) came through the normal regulatory route. With the strengthening of the system for evaluation of innovation, fewer outcomes-based registries have been instigated. AIFA has overcome many of the challenges experienced with MEA through developing an integrated national web-based data collection system: the challenge that remains for AIFA is to move from using the system for individual patient decisions about treatment to reviewing the wealth of data it now holds to optimize healthcare.
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Affiliation(s)
- Entela Xoxi
- Graduate School of Health Economics and Management, Catholic University of the Sacred Heart, Rome, Italy
| | - Karen M Facey
- Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Americo Cicchetti
- Graduate School of Health Economics and Management, Catholic University of the Sacred Heart, Rome, Italy
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Rancati T, Possenti L, Mecchi L, Cicchetti A, Arrigoni C, Petta D, Bersini S, El Bezawy R, Doldi V, Giandini T, Stucchi C, Costantino M, Moretti M. PO-1918 Studying radioinduced damage to microvasculature through 3D in-vitro models. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08369-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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40
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Cicchetti A. SP-0487 Skin effects after breast radiotherapy: Focus on biological features. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08609-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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41
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Cicchetti A, Fiorino C, Passoni P, Mangili P, Slim N, del Vecchio A, Di Muzio N, Broggi S. PO-1563 A dose-escalation for early-regression based ART for rectal cancer: a planning feasibility study. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08014-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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42
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Basile M, Calabrò GE, Ghelardi A, Ricciardi R, De Vincenzo R, Cicchetti A. HPV Vaccination in Women Treated for Cervical Intraepithelial Neoplasia: A Budget Impact Analysis. Vaccines (Basel) 2021; 9:816. [PMID: 34451941 PMCID: PMC8402448 DOI: 10.3390/vaccines9080816] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/03/2021] [Accepted: 07/19/2021] [Indexed: 11/16/2022] Open
Abstract
Human Papillomavirus (HPV) is the most common sexually transmitted infection. Its progression is related to the development of malignant lesions, particularly cervical intraepithelial neoplasias (CINs). CINs correlate with a higher risk of premature births, and their excisional and ablative treatment further increases this risk in pregnant women. These complications are also correlated with higher healthcare costs for their management. In Italy, more than 26,000 new cases of CINs are estimated to occur yearly and their economic burden is significant. Therefore, the management of these conditions is a public health priority. Since HPV vaccination is associated with a reduced risk of relapse in women surgically treated for HPV-related injuries, we estimated the economic impact of extending HPV vaccination to this target population. This strategy would result in a significant reduction in the general costs of managing these women, resulting in an overall saving for the Italian Health Service of €155,596.38 in 5 years. This lower cost is due not only to the reduced incidence of CINs following vaccination, but also to the lower occurrence of preterm births. Extending HPV vaccination to this target population as part of a care path to be offered to women treated for HPV injuries is therefore desirable.
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Affiliation(s)
- Michele Basile
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (M.B.); (A.C.)
| | - Giovanna Elisa Calabrò
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- VIHTALI (Value in Health Technology and Academy for Leadership & Innovation), Spin-Off of Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | - Alessandro Ghelardi
- Azienda USL Toscana Nord-Ovest, UOC Ostetricia e Ginecologia, Ospedale Apuane, Via Enrico Mattei, 21, 54100 Massa, Italy;
| | - Roberto Ricciardi
- VIHTALI (Value in Health Technology and Academy for Leadership & Innovation), Spin-Off of Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | - Rosa De Vincenzo
- Gynecologic Oncology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Dipartimento Scienze della Salute della Donna, del Bambino e di Sanità Pubblica, 00168 Rome, Italy;
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management (ALTEMS), Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (M.B.); (A.C.)
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Giorgio L, Mascia D, Cicchetti A. Hospital reorganization and its effects on physicians' network churn: The role of past ties. Soc Sci Med 2021; 286:113885. [PMID: 34272101 DOI: 10.1016/j.socscimed.2021.113885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 01/22/2021] [Accepted: 03/25/2021] [Indexed: 11/28/2022]
Abstract
Hospital reorganizations are difficult and often fail to produce their intended benefits. Prior research has investigated how and under which contingencies changes in organizational structure affect the modification of clinician behaviors, yet we know little about how organizational redesign interventions affect physicians' collaborative networks. This paper explores how hospital reorganizations affect physicians' network churn. We developed hypotheses on the relationship between structural characteristics of networks before reorganization and the formation of cross-unit network ties after reorganization. We tested our hypotheses on a sample of 175 physicians in a large teaching hospital. The hospital had recently adopted a new organizational model aimed at enhancing a process-based approach to care delivery. Our findings revealed that the physicians' propensity to form cross-unit ties after the change was related to the structure of their collaborative networks before the change. In particular, the formation of cross-unit relations was negatively related to the size of advice networks before the reorganization. Furthermore, we found that the diversity of network ties along with the presence of structural holes in the physicians' networks before the change moderated this relationship. We discussed the theoretical and practical implications of our findings. In particular, our results may inform organizational redesign interventions within hospitals.
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Affiliation(s)
- Luca Giorgio
- University of Bologna, Department of Management, Via Capo di Lucca, 34, 40126, Bologna, Italy.
| | - Daniele Mascia
- Luiss University, Department of Business and Management, Viale Romania, 32, 00198, Rome, Italy.
| | - Americo Cicchetti
- Università Cattolica del Sacro Cuore, Faculty of Economics, Largo F. Vito, 1, 00168, Rome, Italy.
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Grossi A, Hoxhaj I, Gabutti I, Specchia ML, Cicchetti A, Boccia S, de Waure C. Hospital contextual factors affecting the implementation of health technologies: a systematic review. BMC Health Serv Res 2021; 21:407. [PMID: 33933068 PMCID: PMC8088675 DOI: 10.1186/s12913-021-06423-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 04/19/2021] [Indexed: 12/05/2022] Open
Abstract
Background To keep a high quality of assistance it is important for hospitals to invest in health technologies (HTs) that have the potential of improving health outcomes. Even though guidance exists on how HTs should be introduced, used and dismissed, there is a surprising gap in literature concerning the awareness of hospitals in the actual utilization of HTs. Methods We performed a systematic literature review of qualitative and quantitative studies aimed at investigating hospital contextual factors that influence the actual utilization of HTs. PubMed, Scopus, Web of Science, Econlit and Ovid Medline electronic databases were searched to retrieve articles published in English and Italian from January 2000 to January 2019. The quality of the included articles was assessed using the Critical Appraisal Skills Programme checklist for qualitative studies, Newcastle-Ottawa Scale for the cross-sectional studies and the Mixed Methods Appraisal Tool for mixed method studies. Results We included 33 articles, which were of moderate to high methodological quality. The included articles mostly addressed the contextual factors that impact the implementation of information and communication technologies (ICTs). Overall, for all HTs, the hospital contextual factors were part of four categories: hospital infrastructure, human resource management, financial resources and leadership styles. Conclusion Our systematic review reported that the contextual factors influencing the HTs utilization at hospital level are mainly explored for ICTs. Several factors should be considered when planning the implementation of a new HTs at hospital level. A potential publication bias might be present in our work, since we included articles published only in English and Italian Language, from January 2000 to January 2019. There remains a gap in the literature on the facilitators and barriers influencing the implementation and concrete utilization of medical and surgical HTs, suggesting the need for further studies for a better understanding. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-06423-2.
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Affiliation(s)
- Adriano Grossi
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168, Rome, Italy
| | - Ilda Hoxhaj
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168, Rome, Italy.
| | - Irene Gabutti
- Graduate School of Health Economics and Management (ALTEMS), Faculty of Economics, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Maria Lucia Specchia
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168, Rome, Italy.,Clinical Governance Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Americo Cicchetti
- Graduate School of Health Economics and Management (ALTEMS), Faculty of Economics, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Stefania Boccia
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168, Rome, Italy.,Department of Woman and Child Health and Public Health - Public Health Area, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Chiara de Waure
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
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Di Bidino R, Cicchetti A. Impact of SARS-CoV-2 on Provided Healthcare. Evidence From the Emergency Phase in Italy. Front Public Health 2020; 8:583583. [PMID: 33330324 PMCID: PMC7719765 DOI: 10.3389/fpubh.2020.583583] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 10/15/2020] [Indexed: 01/07/2023] Open
Abstract
The SARS-CoV-2 (COVID-19) pandemic led to an emergency scenario within all aspects of health care, determining reduction in resources for the treatment of other diseases. A literature review was conducted to identify published evidence, from 1 March to 1 June 2020, regarding the impact of COVID-19 on the care provided to patients affected by other diseases. The research is limited to the Italian NHS. The aim is to provide a snapshot of the COVID-19 impact on the NHS and collect useful elements to improve Italian response models. Data available for oncology and cardiology are reported. National surveys, retrospective analyses, and single-hospital evidence are available. We summarized evidence, keeping in mind the entire clinical pathway, from clinical need to access to care to outcomes. Since the beginning, the COVID-19 pandemic was associated with a reduced access to inpatient (-48% for IMA) and outpatient services, with a lower volume of elective surgical procedures (in oncology, from 3.8 to 2.6 median number of procedures/week). Telehealth may plays a key role in this, particularly in oncology. While, for cardiology, evidence on health outcome is already available, in terms of increased fatality rates (for STEMI: 13.7 vs. 4.1%). To better understand the impact of COVID-19 on the health of the population, a broader perspective should be taken. Reasons for reduced access to care must be investigated. Patients fears, misleading communication campaigns, re-arranged clinical pathways could had played a role. In addition, impact on other the status of other patients should be mitigated.
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Affiliation(s)
- Rossella Di Bidino
- Health Technology Assessment Unit, Fondazione Policlinico Universitario Agostino Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy,*Correspondence: Rossella Di Bidino
| | - Americo Cicchetti
- Graduate School of Health Economics and Management (Alta Scuola di Economia e Management dei Sistemi Sanitari), Universitá Cattolica del Sacro Cuore, Rome, Italy
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Carini E, Gabutti I, Frisicale EM, Di Pilla A, Pezzullo AM, de Waure C, Cicchetti A, Boccia S, Specchia ML. Assessing hospital performance indicators. What dimensions? Evidence from an umbrella review. BMC Health Serv Res 2020; 20:1038. [PMID: 33183304 PMCID: PMC7663881 DOI: 10.1186/s12913-020-05879-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 10/30/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Patients' increasing needs and expectations require an overall assessment of hospital performance. Several international agencies have defined performance indicators sets but there exists no unanimous classification. The Impact HTA Horizon2020 Project wants to address this aspect, developing a toolkit of key indicators to measure hospital performance. The aim of this review is to identify and classify the dimensions of hospital performance indicators in order to develop a common language and identify a shared evidence-based way to frame and address performance assessment. METHODS Following the PRISMA statement, PubMed, Cochrane Library and Web of Science databases were queried to perform an umbrella review. Reviews focusing on hospital settings, published January 2000-June 2019 were considered. The quality of the studies selected was assessed using the AMSTAR2 tool. RESULTS Six reviews ranging 2002-2014 were included. The following dimensions were described in at least half of the studies: 6 studies classified efficiency (55 indicators analyzed); 5 studies classified effectiveness (13 indicators), patient centeredness (10 indicators) and safety (8 indicators); 3 studies responsive governance (2 indicators), staff orientation (10 indicators) and timeliness (4 indicators). Three reviews did not specify the indicators related to the dimensions listed, and one article gave a complete definition of the meaning of each dimension and of the related indicators. CONCLUSIONS The research shows emphasis of the importance of patient centeredness, effectiveness, efficiency, and safety dimensions. Especially, greater attention is given to the dimensions of effectiveness and efficiency. Assessing the overall quality of clinical pathways is key in guaranteeing a truly effective and efficient system but, to date, there still exists a lack of awareness and proactivity in terms of measuring performance of nodes within networks. The effort of classifying and systematizing performance measurement techniques across hospitals is essential at the organizational, regional/national and possibly international levels to deliver top quality care to patients.
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Affiliation(s)
- Elettra Carini
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy.
| | - Irene Gabutti
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
| | - Emanuela Maria Frisicale
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
- Local Health Authority, ASL Roma 1, Rome, Italy
| | - Andrea Di Pilla
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
| | - Angelo Maria Pezzullo
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
| | - Chiara de Waure
- Dipartimento di Medicina Sperimentale, Università di Perugia, Perugia, Italy
| | - Americo Cicchetti
- Alta Scuola di Economia e Management dei Sistemi Sanitari (ALTEMS), Università Cattolica del Sacro Cuore, Rome, Italy
| | - Stefania Boccia
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
| | - Maria Lucia Specchia
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Dipartimento di Scienze della Vita e Sanità Pubblica, Università Cattolica del Sacro Cuore, Largo F. Vito 1, 00168, Rome, Italy
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Camisa V, Gilardi F, Di Brino E, Santoro A, Vinci MR, Sannino S, Bianchi N, Mesolella V, Macina N, Focarelli M, Brugaletta R, Raponi M, Ferri L, Cicchetti A, Magnavita N, Zaffina S. Return on Investment (ROI) and Development of a Workplace Disability Management Program in a Hospital-A Pilot Evaluation Study. Int J Environ Res Public Health 2020; 17:ijerph17218084. [PMID: 33147861 PMCID: PMC7662934 DOI: 10.3390/ijerph17218084] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 10/19/2020] [Accepted: 10/20/2020] [Indexed: 12/14/2022]
Abstract
The progressive ageing of the working population and the increase in related chronic diseases tend to affect working capacity. The aim of this study was to evaluate a Workplace Disability Management Program (WDMP) within a pediatric hospital. Absenteeism due to healthcare workers’ (HCWs) pre- and post- WDMP and the related costs were used for the program evaluation. The Return on Investment (ROI), the Break-Even Analysis (BEA) and the value of the average annual productivity of HCWs who took advantage of the Disability Management (DM) interventions to assess the economic impact of the program, were also used. The HCWs enrolled in the program were 131 (approximately 4% of hospital staff), of which 89.7% females and with an average age of 50.4 years (SD ± 8.99). Sick leave days of the HCWs involved decreased by 66.6% in the year following the end of WDMP compared to the previous one (p < 0.001). The total estimated cost reduction of absenteeism is 427,896€ over a year. ROI was equal to 27.66€. BEA indicated that the break-even point was reached by implementing the program on 3.27 HCWs. The program evaluation demonstrated the particular effectiveness of the implemented WDMP model, acting positively on the variables that affect productivity and the limitation to work.
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Affiliation(s)
- Vincenzo Camisa
- Health Directorate, Occupational Medicine Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.C.); (F.G.); (A.S.); (M.R.V.); (R.B.)
- Post-Graduate School of Occupational Health, Catholic University of Sacred Heart, 00168 Rome, Italy; (L.F.); (N.M.)
| | - Francesco Gilardi
- Health Directorate, Occupational Medicine Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.C.); (F.G.); (A.S.); (M.R.V.); (R.B.)
| | - Eugenio Di Brino
- Graduate School of Health Economics and Management, Catholic University of Sacred Heart (ALTEMS), 00168 Rome, Italy; (E.D.B.); (A.C.)
| | - Annapaola Santoro
- Health Directorate, Occupational Medicine Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.C.); (F.G.); (A.S.); (M.R.V.); (R.B.)
| | - Maria Rosaria Vinci
- Health Directorate, Occupational Medicine Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.C.); (F.G.); (A.S.); (M.R.V.); (R.B.)
- Post-Graduate School of Occupational Health, Catholic University of Sacred Heart, 00168 Rome, Italy; (L.F.); (N.M.)
| | - Serena Sannino
- Health Directorate, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (S.S.); (M.R.)
| | - Natalia Bianchi
- Nursing and Health Allied Professionals Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy;
| | - Valentina Mesolella
- Human Resources Directorate, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.M.); (N.M.); (M.F.)
| | - Nadia Macina
- Human Resources Directorate, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.M.); (N.M.); (M.F.)
| | - Michela Focarelli
- Human Resources Directorate, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.M.); (N.M.); (M.F.)
| | - Rita Brugaletta
- Health Directorate, Occupational Medicine Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.C.); (F.G.); (A.S.); (M.R.V.); (R.B.)
| | - Massimiliano Raponi
- Health Directorate, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (S.S.); (M.R.)
| | - Livia Ferri
- Post-Graduate School of Occupational Health, Catholic University of Sacred Heart, 00168 Rome, Italy; (L.F.); (N.M.)
| | - Americo Cicchetti
- Graduate School of Health Economics and Management, Catholic University of Sacred Heart (ALTEMS), 00168 Rome, Italy; (E.D.B.); (A.C.)
| | - Nicola Magnavita
- Post-Graduate School of Occupational Health, Catholic University of Sacred Heart, 00168 Rome, Italy; (L.F.); (N.M.)
- Department of Woman, Child & Public Health, Gemelli Policlinic Foundation IRCCS, 00168 Rome, Italy
| | - Salvatore Zaffina
- Health Directorate, Occupational Medicine Service, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.C.); (F.G.); (A.S.); (M.R.V.); (R.B.)
- Human Resources Directorate, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy; (V.M.); (N.M.); (M.F.)
- Correspondence: ; Tel.: +39-06-6859-3150; Fax: +39-06-6859-3852
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Cicchetti A, Laurino F, Rancati T, Zunino P. PO-1804: In silico model of radiation-therapy damage to microvasculature of tissues surrounding tumour. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)01822-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Cavallo A, Rancati T, Iacovelli N, Facchinetti N, Alfieri S, Cavalieri S, Giandini T, Cicchetti A, Ingargiola R, Romanello D, Di Biaso S, Sabetti M, Fallai C, Licitra L, Locati L, Pignoli E, Valdagni R, Orlandi E. PD-0545: Validation of a predictive model for salivary dysfunction during chemo-IMRT for head-neck cancer. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)00567-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Flacco ME, Manzoli L, De Giorgio R, Gasbarrini A, Cicchetti A, Bravi F, Altini M, Caio GP, Ursini F. Costs of irritable bowel syndrome in European countries with universal healthcare coverage: a meta-analysis. Eur Rev Med Pharmacol Sci 2020; 23:2986-3000. [PMID: 31002149 DOI: 10.26355/eurrev_201904_17580] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE To provide an overall estimate of the direct, indirect and total costs of irritable bowel syndrome (IBS) for the adult population of the European countries with universal healthcare coverage. MATERIALS AND METHODS We searched MedLine and Scopus databases (up to September 2018) to identify the European studies that evaluated the economic impact of IBS. Mean annual direct, indirect and total per-capita IBS costs were estimated using random-effect single-group meta-analyses of continuous data. All analyses were stratified by payer category (governments, insurance, societal), and the results were expressed as summary mean and 95% CI. RESULTS A total of 24 studies were included in the meta-analyses. Only two studies evaluated IBS costs in Italy. The pooled summary of direct IBS per-capita cost, obtained from 23 European datasets (n=15,157), was €1837/year (95% CI: 1480-2195), with large differences across payers (from €1183 to €3358, in countries with publicly-funded and insurance-based health systems, respectively). The mean indirect cost, extracted from 13 datasets (n=3978), was €2314/year (95% CI: 1811-2817), again with wide differences across payers. Finally, the meta-analysis estimating the total annual cost, based upon 11 European datasets (n=2757), yielded a summary estimate of €2889/year (95% CI: 2318-3460) per patient, ranging from €1602 (insurance-based health systems) to €3909 (studies adopting a societal perspective). CONCLUSIONS Considering a conservative estimate of 2,736,700 Italian adults affected by the syndrome, the minimum costs due to IBS in Italy - likely underestimated - range from 6 to 8 billion euro per year. Given the substantial economic burden for patients, healthcare systems and society, IBS should be included among the priorities of the public health agenda.
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Affiliation(s)
- M E Flacco
- Regional Healthcare Agency of Abruzzo, Pescara, Italy.
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