AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
TL;DR
Findings in laboratory testing frequency and expenditure at Khok Pho Hospital support implementing Rational Laboratory Utilization policies that focus on high-cost tests and optimize off-hour ordering to improve cost efficiency in community hospitals.
Background: Irrational use of laboratory services directly impacts hospital resources and financial management, particularly in community hospitals with limited resources. Analyzing long-term trends is a crucial first step in developing strategic policies for Rational Laboratory Utilization (RLU). Objectives: To invest...
Background: Differences in BPJS Health claims refer to discrepancies between actual hospital service costs and reimbursement based on INA-CBGs tariffs, which may affect hospital financial performance. Several factors, including human resources, work methods, information systems, document completeness, and financing, ar...
Key performance indicators of hospitals vary significantly depending on the type of medical organization, and the most influential factors affecting the efficiency of hospital resource utilization include the average annual bed occupancy rate and the number of specialist physicians per 10 000 population.
Background: Efficient utilization of laboratory equipment is essential for high-quality patient care and effective use of healthcare resources. However, evidence on equipment utilization in tertiary-care laboratories with high testing volumes remains limited. This study assessed biochemistry analyzer utilization and co...
Objective To characterize temporal changes in neonatal inpatient case mix, resource utilization, and hospitalization costs from 2020 to 2024, with particular attention to cost-structure changes around the January 2022 payment reform, and to identify key clinical factors associated with hospitalization costs. Methods Th...
OBJECTIVES To analyse the evolution of the structure, activity and outcomes of Internal Medicine Departments (IMDs) within the Spanish National Health System (SNHS) between 2007 and 2024, and to assess their alignment with the strategic priorities of the specialty. METHODS Observational study based on two data source...
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