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释放潜力:调查牙科从业者在牙科实践中接受人工智能的意愿。

Unlocking the Potential: Investigating Dental Practitioners' Willingness to Embrace Artificial Intelligence in Dental Practice.

作者信息

Royapuram Parthasarathy Parameswari, Patil Santosh R, Dawasaz Ali Azhar, Hamid Baig Fawaz Abdul, Karobari Mohmed Isaqali

机构信息

Centre for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, IND.

Department of Oral Medicine and Radiology, Chhattisgarh Dental College and Research Institute, Rajnandgaon, IND.

出版信息

Cureus. 2024 Feb 27;16(2):e55107. doi: 10.7759/cureus.55107. eCollection 2024 Feb.

Abstract

BACKGROUND

Artificial intelligence (AI) holds significant promise for transforming healthcare delivery, including dentistry. However, the successful integration of AI into dental practice necessitates an understanding of dental professionals' perspectives, attitudes, and readiness to adopt AI technology. This study aimed to explore dental professionals' perceptions, attitudes, and practices regarding AI adoption in dentistry.

METHODS

This cross-sectional study was conducted among 256 dental professionals using an online questionnaire. Participants were assessed for familiarity with AI technology, perceived barriers to adoption, attitudes towards AI, current usage patterns, and factors influencing adoption decisions. Data are analysed using descriptive statistics, including frequencies, percentages, means, and standard deviations. Inferential statistics, such as chi-square tests and regression analysis, were employed to examine associations between variables and identify predictors of AI adoption in dentistry.

RESULTS

The study surveyed 256 dental professionals from various regions across India, primarily aged 30 to 50 years (mean age: 42.6), with a nearly equal gender split (male: 48.4%, female: 51.6%) and high educational attainment (67.8% with master's or doctoral degrees). Private practices were predominant (56.3%). The diagnostic algorithms and treatment planning software were well known (77.3% and 70.3% familiarity, respectively). Technical concerns (average score: 3.82 ± 0.68) were the main barriers to AI adoption, followed by financial considerations (average score: 3.45 ± 0.72), ethical and legal issues (average score: 3.21 ± 0.65), and organizational factors (average score: 3.67 ± 0.71). Despite these concerns, most participants had positive attitudes towards AI (70.3% agreed). Current usage varied, with diagnostic support and administrative tasks being the most common (44.5% and 82.8% usage, respectively). Perceived utility (average score: 4.12 ± 0.75) and ease of use (average score: 3.98 ± 0.69) significantly influenced adoption, as identified by regression analysis (perceived utility: β = 0.342, p < 0.001; ease of use: β = 0.267, p = 0.005).

CONCLUSION

This study provides valuable insights into AI adoption in dentistry, highlighting the multifaceted nature of barriers and facilitators that influence dental professionals' adoption decisions. Strategies to promote AI adoption should address practical considerations, ethical concerns, and educational needs to facilitate the integration of AI technology into dental practices.

摘要

背景

人工智能(AI)在变革包括牙科在内的医疗保健服务方面具有巨大潜力。然而,要将人工智能成功整合到牙科实践中,需要了解牙科专业人员对采用人工智能技术的看法、态度和准备情况。本研究旨在探讨牙科专业人员对在牙科中采用人工智能的认知、态度和实践。

方法

本横断面研究通过在线问卷对256名牙科专业人员进行。评估参与者对人工智能技术的熟悉程度、采用的感知障碍、对人工智能的态度、当前使用模式以及影响采用决策的因素。使用描述性统计分析数据,包括频率、百分比、均值和标准差。采用卡方检验和回归分析等推断性统计方法来检验变量之间的关联,并确定牙科中采用人工智能的预测因素。

结果

该研究调查了来自印度不同地区的256名牙科专业人员,主要年龄在30至50岁之间(平均年龄:42.6岁),性别分布几乎相等(男性:48.4%,女性:51.6%),且教育程度较高(67.8%拥有硕士或博士学位)。私人诊所占主导(56.3%)。诊断算法和治疗计划软件广为人知(熟悉度分别为77.3%和70.3%)。技术方面的担忧(平均得分:3.82±0.68)是采用人工智能的主要障碍,其次是财务考虑(平均得分:3.45±0.72)、伦理和法律问题(平均得分:3.21±0.65)以及组织因素(平均得分:3.67±0.71)。尽管存在这些担忧,大多数参与者对人工智能持积极态度(70.3%表示同意)。当前的使用情况各不相同,诊断支持和行政任务最为常见(使用率分别为44.5%和82.8%)。回归分析表明,感知效用(平均得分:4.12±0.75)和易用性(平均得分:3.98±0.69)对采用有显著影响(感知效用:β=0.342,p<0.001;易用性:β=0.267,p=0.005)。

结论

本研究为牙科中采用人工智能提供了有价值的见解,突出了影响牙科专业人员采用决策的障碍和促进因素的多面性。促进人工智能采用的策略应解决实际考虑、伦理问题和教育需求,以促进人工智能技术融入牙科实践。

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本文引用的文献

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Smart Smile: Revolutionizing Dentistry With Artificial Intelligence.智能微笑:用人工智能变革牙科。
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