Physician perceptions of artificial intelligence in Northern Italy healthcare: a survey of fears and expectations

176 physicians (48%) answered the survey. The knowledge of the topic "AI" was reported as mild in 47%, poor in 30% and good in 15%; 98% of the responders believe that AI will improve medical activities, in particular by reducing medical errors. The legal problems, the worsening of the relationship with the patients and the deep changes of the medical role have been considered its most negative expected consequences. From an employment point of view, most responders believe that the AI cause the replacement of physicians by other professional figures. The most frequent sensations caused by AI are optimism (34%), worry (30%) and enthusiasm (13%), while anxiety is reported by 9% of the responders. The responders also believe that new dedicated digital technologies and new skills will be needed. Deep changes in the formation of physicians and residents are deemed to be necessary. Gender influences the response given on the effects of AI: women tend to be overall more pessimistic, predicting greater impacts on training, with a substantially negative feeling and with a lower probability of easing litigation. The responses are not correlated with the doctor's specialty of the respondent. The region, which influences the responses on training and feelings, does not influence the response on the effect of AI on litigation. The respondents' origins in some regions of northern Italy and the selection of some medical specialties must be considered limitations of the reported analysis.

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Publication Details

Journal
Frontiers in Artificial Intelligence
Published
2025-11-12
DOI
https://doi.org/10.3389/frai.2025.1624789
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Physician perceptions of artificial intelligence in Northern Italy healthcare: a survey of fears and expectations

Annarita Pecchi, Beatrice Bertelli, Pietro Torricelli, Matteo Sandi et al.
Frontiers in Artificial Intelligence
Artificial Intelligence in Healthcare and Education
article

Physician perceptions of artificial intelligence in Northern Italy healthcare: a survey of fears and expectations

Annarita Pecchi, Beatrice Bertelli, Pietro Torricelli, Matteo Sandi, C. Torricelli
article en

Abstract

176 physicians (48%) answered the survey. The knowledge of the topic "AI" was reported as mild in 47%, poor in 30% and good in 15%; 98% of the responders believe that AI will improve medical activities, in particular by reducing medical errors. The legal problems, the worsening of the relationship with the patients and the deep changes of the medical role have been considered its most negative expected consequences. From an employment point of view, most responders believe that the AI cause the replacement of physicians by other professional figures. The most frequent sensations caused by AI are optimism (34%), worry (30%) and enthusiasm (13%), while anxiety is reported by 9% of the responders. The responders also believe that new dedicated digital technologies and new skills will be needed. Deep changes in the formation of physicians and residents are deemed to be necessary. Gender influences the response given on the effects of AI: women tend to be overall more pessimistic, predicting greater impacts on training, with a substantially negative feeling and with a lower probability of easing litigation. The responses are not correlated with the doctor's specialty of the respondent. The region, which influences the responses on training and feelings, does not influence the response on the effect of AI on litigation. The respondents' origins in some regions of northern Italy and the selection of some medical specialties must be considered limitations of the reported analysis.

Frontiers in Artificial IntelligenceVol. 8
University of Modena and Reggio Emilia (IT), University of the Sacred Heart (JP)
Openalex Percentile: Top 73%
Artificial Intelligence in Healthcare and Education
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Physician perceptions of artificial intelligence in Northern Italy healthcare: a survey of fears and expectations — Annarita Pecchi, Beatrice Bertelli, et al. · Frontiers in Artificial Intelligence (2025) | TGRS Research Map | TGRS