DCDavide Croce

Davide Croce

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

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article

Previous Organizations / Institutes

The organizations / institutes from the scholar's other articles in the past ten years


Davide Croce has a total of 239 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Organization of medical services for the Winter Olympic Games: the Milano-Cortina 2026 case

    by Davide Croce, Giuseppe Massazza, Fabio Pigozzi, Diana Bianchedi, Thomas Toso

    The Milano-Cortina 2026 Winter Olympics represent a paradigmatic case of a widespread Olympics, with alpine and metropolitan clusters that transform medical services from a system centered on a single area into a multijurisdictional network. This narrative-comparative study analyzes the contemporary evolution of Olympic health management models (2006-2026) and contextualizes the Milano-Cortina plan through a literature review and documentary analysis of official reports from past editions, bid dossiers, and International Olympic Committee strategic documents. The results show a transition from host-city models to host-region arrangements, with a progressive increase in governance requirements, standardization, and informational interoperability. In the Milano-Cortina case, the multi-cluster architecture, the dualism between closed-loop pathways and care for the general population, and the integration with emergency care and public health further increase organizational complexity. Consistent with Winter Games surveillance showing sport-specific injury variability and a non-negligible illness burden, internal medicine—alongside emergency care— emerges as a stabilizing component for non-traumatic conditions and comorbidities. The model’s effectiveness will depend on centralized oversight, interregional coordination, and monitoring mechanisms to ensure continuity of care and territorial equity.

  • Open Access

    Health technology assessment of an automated unitdose drug distribution system in a high-specialization national referral hospital of the Italian National Health Service

    by Francesco De Nardo, Davide Croce, Francesca Convenga, Michela Franzin, Debjani Mueller

    Introduction: Automated unit-dose (UD) medication distribution systems are increasingly recognized as enablingtechnologies for safer, more efficient, and traceable drug administration in hospitals. Closed-loop UD systemsintegrate electronic prescribing, automated dispensing, and bedside barcode scanning to ensure full traceabilitythroughout the medication process. This study evaluated the clinical effectiveness, organizational impact, andcost-effectiveness of a closed-loop UD system implemented at a 930-bed national referral hospital in NorthernItaly, compared with the previous ward-stock system.Methods: A convergent mixed-methods mini-Health Technology Assessment combined administrative, clinical,and financial data (2018–2021) with literature evidence and 18 semi-structured staff interviews. Outcomesincluded medication administration errors (MAEs), adverse drug reactions (ADRs), and preventable hospitalizations.Cost-effectiveness was assessed from the Italian National Health Service perspective, and qualitativefindings were analyzed using framework analysis.Results: Based on literature-derived parameters, the model suggests a reduction in MAE rate from 10.6% to5.0%, preventing an estimated 57,247 errors, 4,294 ADRs, and 42 hospitalizations per year. These outcomes wereassociated with net annual savings of €1.32 million and an ICER of €48.67 per error avoided. The model also indicated that around 34,000 nursing hours could be reallocated to direct patient care, while qualitative evidencehighlighted improved staff satisfaction and medication traceability. Sensitivity analyses confirmed economic robustness in 95% of simulations.Conclusions: Implementation of a closed-loop UD system enhances medication safety, workflow efficiency, andcost-effectiveness, supporting its scalability as a strategic innovation aligned with institutional goals for qualityand sustainability.


  • Open Access

    Multidimensional Results and Reflections on CAR-T: The Italian Evidence

    by Emanuela Foglia, Elisabetta Garagiola, Vito Ladisa, Alessandro Rambaldi, Roberto Cairoli, Simona Sammassimo, Emanuela Omodeo Salè, Pier Luigi Zinzani, Marco Esposti, Luisa Alberti, et al.

    The present study aims at defining the economic and organizational impacts of the introduction of chimeric antigen receptor T-cell therapy (CAR-T) in Italy, for the management of diffuse large B-cell lymphoma (DLBCL) patients in third-line therapy, defining the overall level of sustainability for both hospitals and the National Healthcare System (NHS). The analysis focused on CAR-T and Best Salvage Care (in the following BSC), assuming the Italian hospital and NHS perspectives, over a 36-month time horizon. Process mapping and activity-based costing methodologies were applied to collect the hospital costs related to the BSC and CAR-T pathways, including adverse event management. Anonymous administrative data on services provided (diagnostic and laboratory examinations, hospitalizations, outpatient procedures, and therapies) to 47 third-line patients with lymphoma, as well as any organizational investments required, were collected, in two different Italian Hospitals. The economic results showed that the BSC clinical pathway required less resources in comparison with CAR-T (excluding the cost related to the therapy) (BSC: 29,558.41 vs. CAR-T: EUR 71,220.84, −58.5%). The budget impact analysis depicts that the introduction of CAR-T would generate an increase in costs ranging from 15% to 23%, without considering treatment costs. The assessment of the organizational impact reveals that the introduction of CAR-T therapy would require additional investments equal to a minimum of EUR 15,500 to a maximum of EUR 100,897.49, from the hospital perspective. Results show new economic evidence for healthcare decision makers, to optimize the appropriateness of resource allocation. The present analysis suggests the need to introduce a specific reimbursement tariff, both at the hospital and at NHS levels, since no consensus exists, at least in the Italian setting, concerning the proper remuneration for the hospitals who guarantee this innovative pathway, assuming high risks related to timely management of adverse events.


  • Open Access

    Change and Innovation in Healthcare: Findings from Literature

    by Frida Milella, Eliana Alessandra Minelli, Fernanda Strozzi, Davide Croce

    Background: Change is an ongoing process in any organizations. Over years, healthcare organizations have been exposed to multiple external stimuli to change (eg, ageing population, increasing incidence of chronic diseases, ongoing Sars-Cov-2 pandemic) that pointed out the need to convert the current healthcare organizational model. Nowadays, the topic is extremely relevant, rendering organizational change an urgency. The work is structured on a double level of analysis. In the beginning, the paper collects the overall literature on the topic of organisational change in order to identify, on the basis of the citation network, the main existing theoretical approaches. Secondly, the analysis attempts to isolate the scientific production related to the healthcare context, by analysing the body of literature outside the identified citation network, divided by clusters of related studies. Methodology: This review adopted a quantitative-based method that employs jointly systematic literature review and bibliographic network analysis. Specifically, the study applied a citation network analysis (CNA) and a co-occurrence keywords analysis. The CNA allowed detecting the most relevant papers published over time, identifying the research streams in literature. Results: The study showed four main findings. Firstly, consistent with past studies, works reviewed pointed out a convergence on the micro-level perspective for change’s analysis. Secondly, an organic viewpoint whereby individual, organization and change’s outcome contribute to any organizational change’s action has been found in its early stage. Thirdly, works reported change combined with innovation’s concept, although the structure of the relationship has not been outlined. Fourth, interestingly, contributions have been limited within the healthcare context. Conclusion: Human dimension is the primary criticality to be managed to impede failure of the re-organizational path. Individuals are not passive recipients of change: individual change acceptance has been found a key input. Few papers discussed healthcare professionals’ behaviour, and those available focused on technology-led changes perspective. In this view, individual acceptance of change within the healthcare context resulted being undeveloped and offers rooms for further analyses.


  • Open Access

    Overcoming Barriers to the Effective Management of Severe Asthma in Italy

    by Pierluigi Paggiaro, Simona Barbaglia, Stefano Centanni, Davide Croce, Enrico Desideri, Saffi Giustini, Claudio Micheletto, Antonino Musarra, Nicola Scichilone, Ugo Trama, et al.

    Introduction: People with severe asthma (SA) often have poor disease control and quality of life, and are at high risk of exacerbations, lung function decline and asthma-related death. The present expert opinion article aimed to identify unmet needs in the management of SA in Italy, and propose possible solutions to address these needs. Methods: At five multidisciplinary events in Italy, attendees identified factors that interfered with the effective management of SA and suggested how these barriers could be overcome. A core group of 12 Italian experts (pulmonologists, general practitioners, allergists, payers and patients) identified the main issues and proposed possible solutions based on the results from the meetings and relevant articles from the literature. Results and Conclusions: We reviewed the gap between real-world practice and guidelines, oral corticosteroid overuse, SA-related mortality, and barriers to effective SA treatment. Common themes were lack of awareness about SA among both patients and clinicians, and lack of networking/information exchange between those involved in the treatment of SA. Participants agreed on the need to implement patient education and create multidisciplinary groups of specialists to improve SA management through multidisciplinary educational initiatives, meetings with local experts, development of a flow chart for referral/connection with local experts and specialized centers. Clinical instruments that might help specialists improve SA management included referral networks, integrated care pathways, phenotyping and treatment algorithms, exacerbation tracking, and examination of electronic medical records for patients with uncontrolled asthma. The following actions need to be implemented in Italy: i) maximize the use of advanced therapies, eg, biologics; ii) increase/improve education for physicians and patients; iii) improve multidisciplinary communication and care coordination; iv) introduce regional and local protocols for SA diagnosis and treatment; and v) change the structure of healthcare services to reduce specialist waiting times and facilitate access to biologic therapies.


  • Open Access

    HTA and HIV: The Case of Dual NRTI Backbones in the Italian Setting

    by Elisabetta Garagiola, Emanuela Foglia, Lucrezia Ferrario, Giovanni Cenderello, Antonio Di Biagio, Barbara Menzaghi, Giuliano Rizzardini, Davide Croce

    The aim of this study is to analyze the potential advantages of emtricitabine/tenofovir alafenamide (FTC/TAF) introduction, creating evidence-based information to orient strategies to reduce costs, thus preserving effectiveness and appropriateness. An Health Technology Assessment (HTA) was implemented in the years 2017–2018 comparing the dual backbones available in the Italian market: FTC/TAF, FTC/TDF (tenofovir disoproxil fumarate/emtricitabine) and ABC/3TC (abacavir/lamivudine). From an efficacy point of view, FTC/TAF ensured a higher percentage of virologic control and a better safety impact than FTC/TDF (improving the renal and bone safety profile, as well as the lipid picture). From an economic point of view, the results revealed a 4% cost saving for the Italian National Healthcare Service NHS with FTC/TAF introduction compared with the baseline scenario. Qualitative perceptions’ results showed that FTC/TAF would decrease the burden of adverse events management, increasing the accessibility of patients to healthcare providers (FTC/TAF: 0.95, FTC/TDF: 0.10, ABC/3TC: 0.28; p-value: 0.016) and social costs (FTC/TDF: −0.23, FTC/TAF: 1.04, ABC/3TC: 0.23; p-value < 0.001), improving patient quality of life (FTC/TDF: 0.31, FTC/TAF: 1.85, ABC/3TC: 0.38; p-value < 0.001). Healthcare services may consider the evidence provided by the present study as an opportunity to include HIV patients in a more adequate antiretroviral treatment arm, guaranteeing a personalized clinical pathway, thus becoming more efficient and effective over time.


  • Open Access

    Cost of Relapse Management in Patients with Schizophrenia in Italy and Spain: Comparison Between Lurasidone and Quetiapine XR

    by Umberto Restelli, Manuel García-Goñi, Michal Lew-Starowicz, Pawel Mierzejewski, Sofia Silvola, Jacqueline Mayoral-Van Son, Davide Croce, Paola Rocca, Benedicto Crespo-Facorro

    Background and Objective Schizophrenia is a low-prevalence mental disorder with a global age-standardized prevalence of 21 million people (2016). Second-generation antipsychotics (lurasidone and quetiapine XR) are recommended as the first-line treatment for schizophrenia. It is interesting to investigate how the results of clinical studies translate into direct medical costs. The objective of this analysis was to assess the direct medical costs related to pharmaceutical treatments and the management of relapses in patients affected with schizophrenia treated with lurasidone (74 mg) vs quetiapine XR (300 mg) assuming the Italian and Spanish National Health Service perspective. Methods A health economic model was developed based on a previously published model. The analysis considered direct medical costs related to the pharmacological therapies and inpatient or outpatient management of relapses (direct medical costs referred to 2019). The probability of relapses and related costs were derived from two systematic reviews. A deterministic sensitivity analysis was implemented to test the robustness of the results. Results The use of lurasidone (74 mg) compared with quetiapine XR (300 mg) would lead to a reduction in direct medical costs in Italy and Spain, with a lower cost per patient of − 163.7 € (− 9.0%) and − 327.2 € (− 22.7%), respectively. In detail, it would lead to an increase in the cost of therapy of + 53.8% and of + 30.5% in Italy and Spain, respectively, to a decrease in the cost of relapses with hospitalization of − 135.7%, and to an increase in the cost of relapses without hospitalization of + 24.5%. Conclusions The use of lurasidone (74 mg) for the treatment of patients affected with schizophrenia, compared with quetiapine XR (300 mg), would be a cost-saving strategy in the two contexts investigated assuming the National Health Service point of view.


  • Open Access

    Monocentric Analysis of the Effectiveness and Financial Consequences of the Use of Lenograstim versus Filgrastim for Mobilization of Peripheral Blood Progenitor Cells in Patients with Lymphoma and Myeloma Receiving Chemotherapy and Autologous Stem Cell Transplantation

    by Umberto Restelli, Davide Croce, Erminio Bonizzoni, Mario Marzanatti, Angelo Andreini, Marco Sorio, Cristina Tecchio, Erika Barison, Fabio Benedetti

    Purpose: Granulocyte-colony stimulating factors (G-CSFs) are widely used to mobilize CD34+ stem cells and to support the engraftment after hematopoietic stem cell transplantation (HSCT). A budget impact analysis and an incremental cost-effectiveness study of two G-CSFs (Lenograstim and Filgrastim biosimilar), considering engraftment, number of hospitalization days and number of G-CSF vials administered were performed. Patients and Methods: Between 2009 and 2016, 248 patients undergoing autologous HSCT have been evaluated and divided into three groups (100 Leno-Leno, 93 Leno-Fil, 55 Fil-Fil) according to the type of G-CSF used for hematopoietic stem cell mobilization and hematopoietic stem cell recovery after transplant. Results: The following statistically significant differences have been observed between Leno-Leno, Leno-Fil, Fil-Fil groups: a higher number of harvested CD34+ cells (10.56 vs 8.00 vs 7.20; p=0.0003) and a lower number of G-CSF vials (8 vs 8 vs 9; p=0.00020) used for full bone marrow recovery favoring Lenograstim. No statistically significant differences were found regarding the number of G-CSF vials used for mobilization, apheresis number and CD34+ cell peak. The post-transplant hematological recovery was faster in Lenograstim group than Filgrastim group: median time to neutrophil count engraftment (> 500/mmc) was 12 vs 13 days; median time for platelets recovery (> 20.000/mmc) was 12 vs 15 days (p=0.0001). The use of Lenograstim achieved cost savings of € 566/patient over Filgrastim biosimilar, related to a decreased number of days of hospitalization (16 vs 17 days; p=0.00012), a lower overall incidence of adverse events, laboratory tests, transfusions for platelet recovery following discharge. Conclusion: In our experience, Lenograstim outperforms Filgrastim in terms of effectiveness and lower cost. This study shows a clinical superiority of Lenograstim over Filgrastim suggesting a potential cost savings favoring Lenograstim.


  • Open Access

    Lenograstim and filgrastim in the febrile neutropenia prophylaxis of hospitalized patients: efficacy and cost of the prophylaxis in a retrospective survey [Corrigendum]

    by Rolando Innocenti, Luigi Rigacci, Umberto Restelli, Barbara Scappini, Giacomo Gianfaldoni, Rosa Fanci, Francesco Mannelli, Francesca Scolari, Davide Croce, Erminio Bonizzoni, et al.

    Lenograstim and filgrastim in the febrile neutropenia prophylaxis of hospitalized patients: efficacy and cost of the prophylaxis in a retrospective survey [Corrigendum]