Mapping Echocardiographic Practice in Emilia-Romagna: A Regional Healthcare Census
Aims: To assess echocardiographic practice within a regional healthcare system. The Emilia-Romagna region, a high-performing, digitally advanced context, was therefore used as a “stress test” setting in which observed heterogeneity is unlikely to be overestimated. Methods: A region-wide census of echocardiography laboratories collected data on governance, staffing, workflow, digital infrastructure, and imaging capabilities. A 5-item structural–digital readiness index (0–5) included: Picture Archiving and Communication System (PACS) archiving, structured reporting, Electronic Health Record (EHR) integration, availability of advanced echocardiographic tools, and an appointment slot for transthoracic echocardiography (TTE) of ≥20 min. High quality was defined as ≥4. Logistic regression identified independent predictors. Results: Of 148 centers, 122 (82%) responded, reporting 294,156 TTEs in 2023 (range < 500 to >15,000 per center); 46% were accredited private centers. Public institutions showed greater digital maturity than private centers (p < 0.001), with higher PACS availability and structured reporting. Overall, 86% reported ≥ 20 min per examination. Advanced modalities were unevenly distributed: left ventricular strain (50%), 3D imaging (33%), and stress echocardiography (42%). Workforce limitations were common, with 80% of centers lacking sonographers. A high structural–digital readiness index (score ≥ 4) was achieved by 38 laboratories (31%) and was associated with digital infrastructure and advanced imaging (p < 0.001). In multivariable analysis, university affiliation (OR 8.2–9.1) and a designated echocardiography lead (OR 4.1) independently predicted high quality, whereas procedural volume was not independently associated with quality. Conclusions: Marked variability in echocardiographic infrastructure and quality persists despite an advanced organizational and technological context. Leadership and digital infrastructure are the primary determinants of quality.
Authors
- Alessandro Navazio (ORCID: https://orcid.org/0000-0001-8417-7783)
- Sergio Suma (ORCID: https://orcid.org/0000-0002-0018-4669)
- A. Moreo
- Mauro Li Calzi (ORCID: https://orcid.org/0000-0001-8372-8619)
- Scipione Carerj (ORCID: https://orcid.org/0000-0002-3471-7996)
- Chiara Pedone
- Mattia Malaguti (ORCID: https://orcid.org/0000-0003-2176-6315)
- Francesca Mantovani (ORCID: https://orcid.org/0000-0003-4353-8372)
- Angelo Squeri (ORCID: https://orcid.org/0000-0001-9115-5443)
- Luca Moderato (ORCID: https://orcid.org/0000-0001-9652-1764)
- Alessandro Malagoli (ORCID: https://orcid.org/0000-0001-9119-4311)
- Rita Pavasini
- Francesca Bursi (ORCID: https://orcid.org/0000-0001-6632-3871)
- Alessandra Albini
- Federico Fortuni (ORCID: https://orcid.org/0000-0001-6905-9439)
- Marianna Laurito
- Ylenia Bartolacelli (ORCID: https://orcid.org/0000-0002-3009-6651)
- Anna Chiara Vermi
- A Barbieri
- Giovanna di Giannuario
- Giovanni Di Salvo (ORCID: https://orcid.org/0000-0002-0305-0113)
- Simone Binno
Institutions
- University of Messina (IT)
- University of Modena and Reggio Emilia (IT)
- University of Parma (IT)
- AOL (United States) (US)
- University of Padua (IT)
- University of Perugia (IT)
- Ospedale Maggiore (IT)
- Azienda Ospedaliera di Perugia (IT)
- Azienda Sanitaria Unità Locale di Reggio Emilia (IT)
- Azienda Socio Sanitaria Territoriale Grande Ospedale Metropolitano Niguarda (IT)
- Ospedale Maggiore Carlo Alberto Pizzardi (IT)
- Maria Cecilia Hospital (IT)
- Azienda Ospedaliero-Universitaria di Modena (IT)
- Ospedale “M. Bufalini” di Cesena (IT)
- Ospedale Santa Maria (IT)
- Azienda USL di Bologna (IT)
- Arcispedale Sant'Anna (IT)
- Ospedale Infermi di Rimini (IT)
- Ospedale di Parma (IT)
- Guglielmo da Saliceto Hospital (IT)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- Istituti Ospitalieri di Cremona (IT)
Publication Details
- Journal
- Journal of Clinical Medicine
- Published
- 2026-05-12
- DOI
- https://doi.org/10.3390/jcm15103719
- Primary Topic
- Telemedicine and Telehealth Implementation
- Type
- article
- Field-Weighted Citation Impact
- 0.00