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Published Paper Details:
OPTIMIZING HEALTHCARE RESOURCE MANAGEMENT THROUGH DATA-DRIVEN APPROACHES: A CASE STUDY
Authors
Mr. Prasanth kamma
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Keywords
Healthcare resource management, Data-driven approaches, Predictive analytics, Machine learning algorithms, Operational efficiency, Patient demand forecasting, Resource allocation optimization, Patient satisfaction, Data integration, Ethical considerations in AI.
Abstract
Healthcare systems across the globe are increasingly strained by rising patient demands, escalating costs, and the necessity for efficient resource utilization. In this context, the adoption of data-driven approaches for healthcare resource management has emerged as a transformative strategy, offering the potential to optimize the allocation of critical resources such as hospital beds, medical staff, and equipment. This research research examines the implementation of a data-driven resource management system in a large urban hospital, providing a comprehensive case study that illustrates the system's impact on operational efficiency, cost reduction, and patient satisfaction.
The study details how the hospital integrated diverse data sources, including electronic health records (EHRs), patient admission logs, and staffing schedules, into a centralized database. Utilizing advanced predictive analytics and machine learning algorithms, the system was able to forecast patient demand, optimize resource allocation in real-time, and ensure that resources were deployed where they were most needed. The results of the implementation were significant: the hospital saw a 15% increase in bed occupancy rates, a 10% reduction in patient wait times, a 12% boost in staff productivity, and a 5% reduction in operational costs. Moreover, patient satisfaction improved by 8%, underscoring the positive impact of the optimized resource management on patient care.
However, the study also identifies several challenges associated with implementing data-driven systems, such as the need for high-quality data, the importance of gaining user trust and adoption, and the ethical considerations inherent in algorithm-driven decision-making. The case study highlights the importance of addressing these challenges through robust data governance, effective change management, and ensuring fairness and transparency in resource allocation processes.
This research contributes to the growing body of literature on data-driven healthcare by providing empirical evidence of the benefits and challenges associated with such systems. It argues that while data-driven approaches hold significant promise for enhancing healthcare resource management, their successful implementation requires careful planning, ongoing evaluation, and a commitment to ethical practices. As healthcare systems continue to evolve, the insights from this case study can inform future efforts to optimize resource management and improve patient outcomes through the strategic use of data and analytics.
IJCRT's Publication Details
Unique Identification Number - IJCRT2108515
Paper ID - 270147
Author type - Indian Author
Page Number(s) - e552-e556
Pubished in - Volume 9 | Issue 8 | August 2021
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.44533
No Of Downloads - 233
Author Country - India, -, -, -, -, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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Mr. Prasanth kamma, "OPTIMIZING HEALTHCARE RESOURCE MANAGEMENT THROUGH DATA-DRIVEN APPROACHES: A CASE STUDY", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 8, pp.e552-e556, August 2021, Available at :http://www.ijcrt.org/papers/IJCRT2108515.pdf
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