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.

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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
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article

Mapping Echocardiographic Practice in Emilia-Romagna: A Regional Healthcare Census

Alessandro Navazio, Sergio Suma, A. Moreo, Mauro Li Calzi et al.
Journal of Clinical Medicine
Telemedicine and Telehealth Implementation
article

Mapping Echocardiographic Practice in Emilia-Romagna: A Regional Healthcare Census

Alessandro Navazio, Sergio Suma, A. Moreo, Mauro Li Calzi, Scipione Carerj, Chiara Pedone, Mattia Malaguti, Francesca Mantovani, Angelo Squeri, Luca Moderato, Alessandro Malagoli, Rita Pavasini, Francesca Bursi, Alessandra Albini, Federico Fortuni, Marianna Laurito, Ylenia Bartolacelli, Anna Chiara Vermi, A Barbieri, Giovanna di Giannuario, Giovanni Di Salvo, Simone Binno
article en

Abstract

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.

Journal of Clinical MedicineVol. 15(10)
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)
Industry, innovation and infrastructure
Openalex Percentile: Top 5%
Telemedicine and Telehealth Implementation
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