Healthcare performance optimization

Title

Healthcare performance optimization

Creator

Sabarmathi, G.; Mangipudi, Meenakshi Neeharika

Description

Healthcare systems worldwide are in huge pressure to enhance their performances for the rising demands to manage quality care, costs, and resource utilization efficiently. This research focuses on exploring Healthcare Performance Optimization. Specifically, it deals with efficiency in operations, patients, and resources. Strategic alignment is achieved through appropriate use of Key Performance Indicators (KPIs) in healthcare institutions. It's, therefore, an emerging approach integrating DEA and ML that helps address inefficiencies, predict outcomes, and create an opportunity for continuous improvement in the delivery of healthcare. The CCR and BCC-DEA models help determine technical and pure technical efficiency among healthcare providers. Simultaneously, Moreover, this research also focuses on sustainable healthcare and its role in the fight against climate change, resource depletion, and health disparities. Sustainable practices ensure that health care is accessible equitably while conserving resources and environmental integrity. 2025 by IGI Global Scientific Publishing. All rights reserved.

Source

Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare;pp.411-424

Date

01-01-2025

Publisher

IGI Global

Coverage

Sabarmathi G., Christ University, India; Mangipudi M.N., Christ University, India

Rights

Restricted Access; Hardcopy may be available in the library

Relation

ISBN: 979-833730083-2; 979-833730081-8;

Format

online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.4018/979-8-3373-0081-8.ch017

https://www.scopus.com/pages/publications/105010449346?origin=resultslist