Harnessing AI to Elevate Healthcare Quality Ratings: Transforming Provider Performance and Patient Outcomes
Phanindra Sai Boyapati () and
Kranthi Godavarthi ()
International Journal of Computing and Engineering, 2025, vol. 7, issue 1, 30 - 45
Abstract:
AI-driven solutions are transforming healthcare quality-of-care ratings by addressing challenges such as fragmented data, inconsistent scoring, and reliance on manual processes. Traditional rating systems incorporate diverse measures, including clinical outcomes, adherence to best practices, and patient experiences, but face inefficiencies due to interoperability issues and data silos. AI offers a unified approach by integrating and standardizing data from multiple sources, enabling automated analysis, real-time monitoring, and predictive insights. AI-driven sentiment analysis further enhances objectivity by processing unstructured patient feedback. Implementing AI in quality assessments can improve accuracy, provider accountability, and patient outcomes while reducing costs. To maximize its potential, healthcare organizations must invest in AI infrastructure, enforce standardized protocols, train staff, and ensure ethical data use. Collaboration among healthcare entities will further refine AI-driven assessments, advancing a patient-centered, data-driven approach to quality ratings.
Keywords: Artificial Intelligence (AI); Quality of Care; Patient Outcomes; Data Integration; Real-time Monitoring. (search for similar items in EconPapers)
Date: 2025
References: Add references at CitEc
Citations:
Downloads: (external link)
https://carijournals.org/journals/index.php/IJCE/article/view/2526/2944 (application/pdf)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:bhx:ojijce:v:7:y:2025:i:1:p:30-45:id:2526
Access Statistics for this article
More articles in International Journal of Computing and Engineering from CARI Journals Limited
Bibliographic data for series maintained by Chief Editor ().