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Augmenting the Italian Third Sector registry using non-profit organisations’ websites

Bottai, Carlo; Trentini, Francesco; Velyka, Anna (Editorial Universitat Politècnica de València, 2024-07-16)

[EN] This paper presents a framework for enriching and complementing administrative data from the Italian Third Sector Single National Register (RUNTS) with textual content extracted from the websites of the non-profit ...
Can websites reveal a firm’s innovativeness? Empirical evidence on Italian manufacturing SMEs

Bottai, Carlo; Crosato, Lisa; Domenech, Josep; Guerzoni, Marco; Liberati, Caterina (Editorial Universitat Politècnica de València, 2023-09-22)

[EN] Research in innovation usually builds on conventional data such as balance sheets, surveys, patents, or product catalogs. This paper intends to explore unconventional data, specifically web-scraped data, as an information ...
Prediction of SMEs Bankruptcy at the Industry Level with Balance Sheets and Website Indicators

Bottai, Carlo; Crosato, Lisa; Liberati, Caterina (Editorial Universitat Politècnica de València, 2024-07-16)

[EN] This paper addresses the importance of industry-specific models for SMEs bankruptcy prediction, building on earlier research finding larger predictive accuracy and enhanced temporal stability. Using Italian data, we ...

Mostrando ítems 1-3 de 3