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克罗地亚牙医对人工智能与现代技术的态度、知识、应用及障碍:一项基于调查的研究

Artificial Intelligence and Modern Technology in Dentistry: Attitudes, Knowledge, Use, and Barriers Among Dentists in Croatia-A Survey-Based Study.

作者信息

Ivanišević Ana, Tadin Antonija

机构信息

Department of Restorative Dental Medicine and Endodontics, Study of Dental Medicine, School of Medicine, University of Split, 21000 Split, Croatia.

Department of Maxillofacial Surgery, Clinical Hospital Centre Split, 21000 Split, Croatia.

出版信息

Clin Pract. 2024 Dec 5;14(6):2623-2636. doi: 10.3390/clinpract14060207.

Abstract

AIM

This study aims to assess Croatian dentists' knowledge, attitudes, and use of artificial intelligence (AI) and modern technology, while also identifying perceived barriers to AI and modern technology adoption and evaluating the need for further education and training.

MATERIALS AND METHODS

A cross-sectional survey was conducted in February 2024 among general dentists in Croatia using a self-structured questionnaire. A total of 200 respondents filled out the questionnaire. It included five sections: socio-demographic and professional information, self-assessment of AI and modern technology use, knowledge of AI in dentistry, current innovations and devices used in practice, and barriers to AI and modern technology integration in practice. Data were analyzed using descriptive statistics and a regression analysis to explore relationships between socio-demographic factors and AI knowledge.

RESULTS

The mean knowledge of AI systems was 3.62 ± 2.56 out of a possible score of 7, indicating relatively poor knowledge, with 47.5% demonstrating knowledge below the median. Most respondents (76.0%) did not use AI systems and modern technology in practice; however, prosthodontics (13.0%) and oral surgery (10.0%) were identified as the primary fields utilizing these technologies. Respondents rated their knowledge of modern technologies and AI as weak or moderate, with 60.5% engaged in continuous education. Despite 76.0% not using AI daily, 71.0% believed that these technologies could enhance patient care. Participants interested in further training showed significantly better knowledge of AI applications ( = 0.030). Major barriers included acquisition and maintenance costs (59.0%) and financial constraints (58.0%).

CONCLUSIONS

The study revealed that most respondents had poor knowledge of AI systems. Despite this, there is a recognition of AI's and modern technology potential in dentistry, emphasizing the need for enhanced education and training in this field.

摘要

目的

本研究旨在评估克罗地亚牙医对人工智能(AI)和现代技术的知识、态度及应用情况,同时识别在采用AI和现代技术方面所察觉到的障碍,并评估进一步教育和培训的需求。

材料与方法

2024年2月,采用自行设计的问卷对克罗地亚的普通牙医进行了横断面调查。共有200名受访者填写了问卷。问卷包括五个部分:社会人口统计学和专业信息、对AI和现代技术应用的自我评估、牙科领域的AI知识、当前实践中使用的创新技术和设备,以及在实践中整合AI和现代技术的障碍。使用描述性统计和回归分析对数据进行分析,以探讨社会人口统计学因素与AI知识之间的关系。

结果

在满分为7分的情况下,AI系统的平均知识得分为3.62±2.56,表明知识水平相对较差,47.5%的受访者知识水平低于中位数。大多数受访者(76.0%)在实践中未使用AI系统和现代技术;然而,口腔修复学(13.0%)和口腔外科(10.0%)被确定为使用这些技术的主要领域。受访者将他们对现代技术和AI的知识评为薄弱或中等,60.5%的人参与继续教育。尽管76.0%的人并非每天使用AI,但71.0%的人认为这些技术可以改善患者护理。对进一步培训感兴趣的数据显示,他们对AI应用的了解明显更好(P = 0.030)。主要障碍包括购置和维护成本(59.0%)以及资金限制(58.0%)。

结论

该研究表明,大多数受访者对AI系统的了解较差。尽管如此,人们认识到AI和现代技术在牙科领域的潜力,强调了在该领域加强教育和培训的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4bbb/11674914/d6720a4569a2/clinpract-14-00207-g001.jpg

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