DBDaniele Bellavia

Daniele Bellavia

*This is an algorithmically generated author record based on publicly available information.

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Daniele Bellavia has a total of 30 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    The Impact of Automation and Digitalization in Hospital Medication Management: Economic Analysis in the European Countries

    by Federico Filippo Orsini, Daniele Bellavia, Fabrizio Schettini, Emanuela Foglia

    Background/Objectives: European healthcare systems are increasingly adopting automation technologies to improve efficiency. This study evaluates the economic viability of hospital automation and medication management digitalization. Methods: An economic evaluation was based on a standardized hospital model comprising 561 beds, representative of an average acute care hospital across EU27 + UK. For each technology, several cost items were estimated using country-specific parameters such as labor costs, medication error rates, healthcare expenditure, and money discount rate. The financial metrics (Return On Investment—ROI, Net Present Value—NPV, Payback Time—PBT) were first calculated at the hospital level. These results were then extrapolated to the national level by scaling the per-hospital estimates according to the total number of hospital beds reported in each country. Finally, national results were aggregated to derive the overall European impact. Results: The analysis estimated a total European investment of EUR 3.55 billion, with an average PBT of 4.46 years and annual savings of 1,96 billion. ROI averaged 167%, and the total NPV was 8.21 billion. A major saving driver was the reduction in Medication Administration Errors that has an impact of 37.2% on the total savings. Payback times ranged from 3 years in high-GDP countries, to 7 years in lower-GDP nations. Conclusions: These findings demonstrate how providing structured data on hospital automation benefits could support decision-making processes, highlighting the organizational and economic feasibility of the investment across different European national contexts.


  • A prediction framework for pharmaceutical drug consumption using short time-series

    by Francesco Bertolotti, Fabrizio Schettini, Lucrezia Ferrario, Daniele Bellavia, Emanuela Foglia


  • Open Access

    Multidimensional Impact of Dupilumab on Chronic Rhinosinusitis with Nasal Polyps: A Complete Health Technology Assessment of Clinical, Economic, and Non-Clinical Domains

    by Ignazio La Mantia, Giancarlo Ottaviano, Martina Ragusa, Matteo Trimarchi, Emanuela Foglia, Fabrizio Schettini, Daniele Bellavia, Elena Cantone

    Chronic RhinoSinusitis with Nasal Polyps (CRSwNP) represents a condition mainly caused by the type 2 inflammation presence and marked by the existence of polyps within the nasal and paranasal sinuses. The standard of care includes intranasal steroids, additional burst of systemic steroids, if needed, and surgery. However, recurrence is common, especially among patients with comorbid type 2 inflammatory diseases. Recently, biological drugs, addressing the underlying cause of the disease, have been approved in Italy (dupilumab, omalizumab, and mepolizumab). A Health Technology Assessment was conducted to define multidimensional impact, assuming Italian NHS perspective and a 12-month time horizon. The EUnetHTA Core Model was deployed, using the following methods to analyze the domains: (i) literature evidence; (ii) administration of semi-structured questionnaires to 17 healthcare professionals; (iii) health economics tools to define the economic sustainability for the system. Evidence from NMA and ITC showed a more favorable safety profile and better efficacy for dupilumab compared with alternative biologics. All the analyses, synthesizing cost and efficacy measures, showed that dupilumab is the preferable alternative. Specifically, the cost per responder analysis for dupilumab, exhibiting a 67.0% response rate at Week 52, is notably economical at 14,209EUR per responder. This presents a more economical profile compared with the cost per responder for omalizumab (36.2% response rate) at 24,999EUR and mepolizumab (28.5% response rate) at 31,863EUR. These results underscore dupilumab’s potential, not merely in terms of clinical outcomes, but also in terms of economic rationality, thereby solidifying its status as a valid and preferrable alternative in the management of CRSwNP, in the context of the Italian NHS.


  • Open Access

    Embedding the Patient-Citizen Perspective into an Operational Framework for the Development and the Introduction of New Technologies in Rehabilitation Care: The Smart&Touch-ID Model

    by Olivia Realdon, Roberta Adorni, Davide Ginelli, Daniela Micucci, Valeria Blasi, Daniele Bellavia, Fabrizio Schettini, Roberto Carradore, Pietro Polsinelli, Marco D’addario, et al.

    To date, at least 2.41 billion people with Non-Communicable Diseases (NCDs) are in need of rehabilitation. Rehabilitation care through innovative technologies is the ideal candidate to reach all people with NCDs in need. To obtain these innovative solutions available in the public health system calls for a rigorous multidimensional evaluation that, with an articulated approach, is carried out through the Health Technology Assessment (HTA) methodology. In this context, the aim of the present paper is to illustrate how the Smart&TouchID (STID) model addresses the need to incorporate patients’ evaluations into a multidimensional technology assessment framework by presenting a feasibility study of model application with regard to the rehabilitation experiences of people living with NCDs. After sketching out the STID model’s vision and operational process, preliminary evidence on the experiences and attitudes of patients and citizens on rehabilitation care will be described and discussed, showing how they operate, enabling the co-design of technological solutions with a multi-stakeholder approach. Implications for public health are discussed including the view on the STID model as a tool to be integrated into public health governance strategies aimed at tuning the agenda-setting of innovation in rehabilitation care through a participatory methodology.


  • Open Access

    Determination of costs for the CSRwNP pathway. A time-driven activity-based costing experiment

    by Matteo Trimarchi, Emanuela Foglia, Fabrizio Schettini, Daniele Bellavia, Alessandro Vinciguerra, Paolo Petrone, Sara Torretta, Lorenzo Pignataro

    Objectives. The study aims to define the economic resources needed to manage chronic rhinosinusitis with nasal polyposis (CRSwNP), assuming the hospital perspective, based on different patient characteristics, within a 24-month time horizon. Methods. Real-world data were collected in 3 Italian hospitals. A time-driven activity-based costing approach was implemented to map and assess the pathways for CRSwNP. The following drivers were considered: diagnostic services, drugs, consumables, human resources, equipment and overhead costs based on the length of stay. Costs related to management of comorbidities and adverse events were evaluated. Three main groups of patients were identified: ineligible for surgery; having 1 intervention; having more than 1 intervention. The economic absorption of patients who continued corticosteroid treatment was analysed. Results. Patients experiencing 1 intervention had a cost of 3,453.31 € that increased to 4,705.03 € for those who required additional surgery. The cost of intranasal corticosteroids was 649.20 €, whereas the cost of oral corticosteroids was 37.60 € per patient. Conclusions. The results demonstrate the strategic relevance of analytical cost definitions of the clinical pathway for CRSwNP, which can help to support decision makers in the review of internal procedures and in the definition of proper reimbursement tariffs.