Development and application of quantitative methods for the analysis of scientific literature, including science mapping, citation analysis, and performance indicators for research institutions.
Quantitative and qualitative analysis of textual corpora using statistical approaches: topic modeling, thematic evolution, automatic summarization, and knowledge extraction from scientific literature.
Evaluation of the scientific productivity, governance, and healthcare performance of Italian public Academic Medical Centers (AHSCs) using bibliometric and statistical indicators.
Development and application of advanced statistical and data science methods — from multivariate analysis to machine learning — in social, educational, and health research contexts.
Pre-print available in arXiv. DOI: 10.48550/arXiv.2603.06436
View preprintPre-print available in arXiv:2407.1864
Journal of Information Science · SAGE Publications (under review)
Tesi e Temi (accepted)
Management Decision (under review)
SoftwareX · Elsevier · DOI: 10.1016/j.softx.2026.102590
ViewJournal of Oral Pathology & Medicine · Wiley · DOI: 10.1111/jop.70026
ViewJournal of Clinical Medicine, 14(16), 5805 · MDPI · DOI: 10.3390/jcm14165805
ViewCurrent Neuropharmacology, 23(7), 800–819 · Bentham Science · DOI: 10.2174/1570159X22999240729103717
ViewClinical Oral Investigations, 29(4), 1–16 · Springer · DOI: 10.1007/s00784-025-06293-6
ViewJournal of Oral Rehabilitation, 52(5), 651–666 · Wiley · DOI: 10.1111/joor.13945
ViewScientometrics, 129(11), 7055–7081 · Springer · DOI: 10.1007/s11192-024-05161-6
ViewQuality & Quantity, 58, 5351–5375 · Springer · DOI: 10.1007/s11135-024-01902-0
ViewJournal of Oral Pathology & Medicine, 53(6), 331–333 · Wiley · Invited Editorial · DOI: 10.1111/jop.13569
ViewScientific Reports, 14, 3340 · Nature Portfolio · DOI: 10.1038/s41598-024-53074-4
ViewOral diseases · Wiley · DOI: 10.1111/odi.14915
ViewSpecial Care in Dentistry, 44(4), 1191–1210 · Wiley · DOI: 10.1111/scd.1297
ViewClinical and Experimental Dental Research, 10(3) · Wiley · DOI: 10.1002/cre2.896
ViewQuality & Quantity · Springer · DOI: 10.1007/s11135-023-01774-w
ViewTransportation Planning and Technology, 1–26 · Taylor & Francis · DOI: 10.1080/03081060.2023.2263440
ViewDepression and Anxiety · Wiley · DOI: 10.1155/2023/6666741
ViewJournal of Clinical Medicine, 12(17), 5561 · MDPI · DOI: 10.3390/jcm12175561
ViewOral Diseases, 30(3), 1543–1554 · Wiley · DOI: 10.1111/odi.14553
ViewClinical Oral Investigations, 1–13 · Springer · DOI: 10.1007/s00784-023-04909-3
ViewInternational Journal of Environmental Research and Public Health, 20(3), 2040 · MDPI · DOI: 10.3390/ijerph20032040
ViewFrontiers in Cardiovascular Medicine · Frontiers · DOI: 10.3389/fcvm.2022.969148
ViewHealth Policy, 126, 1317–1323 · Elsevier · DOI: 10.1016/j.healthpol.2022.09.007
ViewSustainability, 14(6), 3643 · MDPI · DOI: 10.3390/su14063643
ViewBMC Oral Health, 22(1), 1–16 · Springer · DOI: 10.1186/s12903-022-02181-7
ViewJournal of Oral Rehabilitation, 49(9), 890–914 · Wiley · DOI: 10.1111/joor.13343
ViewFrontiers in aging neuroscience, 14 · Frontiers · DOI: 10.3389/fnagi.2022.923720
ViewFrontiers in aging neuroscience, 14 · Frontiers · DOI: 10.3389/fnagi.2021.727417
ViewZaccaria · ISBN: 9788899594213 · DOI: 10.5281/zenodo.15193956
ViewIn Measuring and Interpreting World Changes with Statistics, Data Science and AI — Book of short papers of the ASA Rome Conference. Supplement to Volume 37/2 (pp 37-42). DOI: 10.26398/asaproc.0076
In Book of Short Papers 2025 Conference of the 12th Scientific Meeting of the Statistics for the Evaluation and Quality of Services Group of the Italian Statistical Society. ISBN: 978-88-5495-849-4.
In A. Dister, D. Longrée (eds.), Mots competes textes déchiffrés (JADT24) Presses Universitaires De Louvain Vol.1 pp. 239-248. ISBN:978-2-39061-471-5
In A. Pollice, P. Mariani (eds.) Methodological and Applied Statistics and Demography III (SIS 2024) (pp. 64-70). Springer Nature. ISBN: 978-3-031-64430-6. DOI: 10.1007/978-3-031-64331-3
In A. Dister, D. Longrée (eds.), Mots competes textes déchiffrés (JADT24) Presses Universitaires De Louvain Vol.1 pp. 39-48. ISBN:978-2-39061-471-5.
In IES 2023-Statistical Methods for Evaluation and Quality (T3) BOOK OF SHORT PAPERS. Edizioni Il Viandante. ISBN: 979-12-803-3369-8.
In Proceedings of the 9th Italian Conference on Computational Linguistics (CLiC-it 2023), CEUR Workshop Proceedings, Vol. 3596, pp. 476-479. ISBN: 979-12-550-0084-6.
In 51st Scientific Meeting Of The Italian Statistical Society — SIS 2022 Book of Short Papers (pp. 786-792). Pearson. ISBN 9788891932310.
In Proceedings of the 16th International Conference on Statistical Analysis of Textual Data (Vol. 1, pp. 67–73). VADISTAT Press/Edizioni Erranti. ISBN: 979-12-80153-30-2.
In 10th International Conference IES 2022 (pp. 225-230). PKE-Professional Knowledge Empowerment srl. ISBN 978-88-94593-35-8.
In 10th International Conference IES 2022 (pp. 69-72). PKE-Professional Knowledge Empowerment srl. ISBN 978-88-94593-35-8.
In B. Bartaccini, L. Fabbris, A. Petrucci (eds.), ASA 2021 Statistics and Information Systems for Policy Evaluation. Firenze University Press. DOI: 10.36253/978-88-5518-461-8.
In B. Bartaccini, L. Fabbris, A. Petrucci (eds.), ASA 2021 Statistics and Information Systems for Policy Evaluation. Firenze University Press. DOI: 10.36253/978-88-5518-304-8.
Development of advanced scientometric indicators for the analysis and valorisation of scientific production of Italian public hospital research centers (AHSCs). Codice: 2022825Y5E, E53D2300611006.
Systematic collection of bibliometric data and normalized indicators measuring research impact of Italian public AHSCs. Codice: P2022RF38Y, E53D23016650001.
Diachronic and synchronic statistical analyses on a large Italian literary corpus: cluster analysis, topic modeling, and development of a dedicated R analytical package. Codice: 2022JAYFJH, C53D23010300006.
Bibliometric and statistical analysis of governance and scientific production of Italian Academic Medical Centers (AMCs), contributing to the mapping of their scientific output and performance in public health.