HealthCareEfficiency

tags: healthcare management, cost analysis, predictive modeling

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'HealthCareEfficiency' dataset aims to facilitate research in healthcare management by providing structured data on various healthcare facilities. It encompasses information such as patient outcomes, operational costs, and predictive modeling indicators to aid in analyzing healthcare efficiency and cost-effectiveness. Each entry represents a specific healthcare provider, detailing their performance metrics, service quality, and financial data.

CSV Content Preview:

Provider ID,Provider Name,Location,Patient Satisfaction Score,Average Length of Stay,Total Annual Costs,Readmission Rate,Predictive Model Accuracy
001,Sunrise Medical Center,Springfield,4.5,4.8,2.3 million,0.09,88%
002,HealthBridge Clinic,Springfield,4.7,3.9,1.7 million,0.12,92%
003,PrimeCare Hospital,Shelbyville,4.3,5.1,3.0 million,0.15,85%
004,Vitality Health Systems,Springfield,4.8,3.7,2.0 million,0.10,90%
005,CareFirst Medical Center,Shelbyville,4.6,4.5,2.5 million,0.11,87%

Each row in the dataset represents a healthcare provider with relevant data points for assessing their efficiency and cost management. The labels for each provider are their respective 'Provider ID' and 'Provider Name'. The 'Location' provides the geographical context of the facility. The 'Patient Satisfaction Score' is an indicator of patient experience, 'Average Length of Stay' shows operational efficiency, 'Total Annual Costs' reflect financial performance, 'Readmission Rate' measures quality of care, and 'Predictive Model Accuracy' signifies the effectiveness of predictive models used in healthcare management.

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=HealthCareEfficiency&tags=healthcare+management,+cost+analysis,+predictive+modeling
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub