深化对负责任人工智能在医疗保健中持续使用物联网医疗设备所起作用的理解。

Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare.

作者信息

Al-Dhaen Fatema, Hou Jiachen, Rana Nripendra P, Weerakkody Vishanth

机构信息

School of Management, University of Bradford, Richmond Road, Bradford, BD7 1DP UK.

College of Business and Economics, Qatar University, P.O. Box 2713, Doha, Qatar.

出版信息

Inf Syst Front. 2021 Sep 2:1-20. doi: 10.1007/s10796-021-10193-x.

DOI:10.1007/s10796-021-10193-x

PMID:34493926

原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8412855/

Abstract

This paper examines the continuous intention by healthcare professionals to use the Internet of Medical Things (IoMT) in combination with responsible artificial intelligence (AI). Using the theory of Diffusion of Innovation (DOI), a model was developed to determine the continuous intention to use IoMT taking into account the risks and complexity involved in using AI. Data was gathered from 276 healthcare professionals through a survey questionnaire across hospitals in Bahrain. Empirical outcomes reveal nine significant relationships amongst the constructs. The findings show that despite contradictions associated with AI, continuous intention to use behaviour can be predicted during the diffusion of IoMT. This study advances the understanding of the role of responsible AI in the continued use of IoMT in healthcare and extends DOI to address the diffusion of two innovations concurrently.

摘要

本文探讨了医疗保健专业人员持续使用医疗物联网（IoMT）并结合负责任的人工智能（AI）的意愿。运用创新扩散理论（DOI），开发了一个模型，以确定在考虑到使用人工智能所涉及的风险和复杂性的情况下，持续使用IoMT的意愿。通过对巴林各医院的276名医疗保健专业人员进行问卷调查收集数据。实证结果揭示了各构念之间的九个显著关系。研究结果表明，尽管与人工智能存在矛盾，但在IoMT的扩散过程中，可以预测持续使用行为的意愿。本研究增进了对负责任的人工智能在医疗保健领域持续使用IoMT中的作用的理解，并扩展了DOI以同时解决两项创新的扩散问题。