Open Access

The Impact of AI Implementation in Healthcare: A Four-Level Framework

1 Said Business School, Oxford University
2 Said Business School, Oxford University

Abstract

Artificial Intelligence (AI) is revolutionizing healthcare by enhancing efficiency, improving patient outcomes, and fostering innovation through automation, personalized care, operational advancements, and the creation of new markets. These advancements are redefining care delivery and management, yet they also present challenges such as workforce reskilling, ethical concerns, algorithmic biases, and the need for robust data governance. To harness AI’s full potential, healthcare organizations must adopt a strategic and ethical approach. Through a four-level framework—automating business processes, personalizing care, innovating operations, and pioneering new markets—AI is reshaping the industry while addressing the complexities that accompany its integration.

How to Cite

Jiang, Y., & Fox, G. (2026). The Impact of AI Implementation in Healthcare: A Four-Level Framework. Asia Journal of Social Innovation and Development, 2(1), 6. Retrieved from https://www.ajsid.org/index.php/pub/article/view/26

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