Skip to main navigation Skip to search Skip to main content

The Impact of Physician-AI Collaboration on Care Quality: Empirical Evidence in Acute Diseases

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

Abstract

The integration of AI is reshaping decision-making, especially in healthcare, where it supports diagnostic procedures. However, a significant knowledge gap exists regarding the impact of physician-AI collaboration on patient care. Leveraging proprietary data from a hospital that implemented an AI-based risk evaluation system in 2022, we examine the effects of physician-AI collaboration on patient care outcomes, considering patient risk levels and physician experience. Results indicate that physician-AI collaboration reduces hospitalization lengths and readmissions, particularly benefiting high-risk patients. Notably, physician experience does not strongly augment these effects. Our findings underscore the role of AI as an assistant in healthcare, revealing variations based on patient risk and physician diverse experience. They are critical for optimizing AI integration, reducing biases, and emphasizing how AI strengthens medical diagnosis with nuanced implementation. © 2024 International Conference on Information Systems. All Rights Reserved.
Original languageEnglish
Title of host publicationICIS 2024 Proceedings
PublisherAssociation for Information Systems
Number of pages17
ISBN (Electronic)978-1-958200-13-1
Publication statusPublished - Dec 2024
Event45th International Conference on Information Systems (ICIS 2024): “Digital Platforms for Emerging Societies” - Bangkok Marriott Marquis Queen’s Park, Bangkok, Thailand
Duration: 15 Dec 202418 Dec 2024
https://icis2024.aisconferences.org/

Publication series

Name45th International Conference on Information Systems, ICIS 2024

Conference

Conference45th International Conference on Information Systems (ICIS 2024)
Abbreviated titleICIS 2024
PlaceThailand
CityBangkok
Period15/12/2418/12/24
Internet address

Research Keywords

  • Physician-AI Collaboration
  • Care Quality
  • Acute Diseases
  • Artificial intelligence

Fingerprint

Dive into the research topics of 'The Impact of Physician-AI Collaboration on Care Quality: Empirical Evidence in Acute Diseases'. Together they form a unique fingerprint.

Cite this