Baselight

ESRD Anemia Performance Rates

US Facilities in 2016

@kaggle.thedevastator_esrd_anemia_performance_rates

About this Dataset

ESRD Anemia Performance Rates


ESRD Anemia Performance Rates

US Facilities in 2016

By Health [source]


About this dataset

This dataset contains performance rates of US ESRD (End-Stage Renal Disease) facilities for anemia from 2015. This data includes information from all ESRD facilities, including Facility Name, CMS Certification Number, Alternate CCN1 and 2, Address 1 and 2, City name for the facility State that it is located in Zip Code associated with the facility Network it is part of data on Hemoglobin gt 12 g/dL Performance Rate (percentage of patients with hemoglobin greater than 12 g/dL) Hemoglobin gt 12 g/dL Measure Score as well as a National Average Hemoglobin gt 12 g/dL Measure Score to benchmark against. Dive into this comprehensive collection of complex data containing vital information concerning ESRD facility performance specific to anemia. This comprehensive view can give you a better understanding of patient outcomes at these US centers that care for individuals with very serious kidney conditions and measure against national standards

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How to use the dataset

This dataset contains performance rates of US ESRD facilities for anemia in 2016. The data includes information on facility name, CMS certification number, alternate certification numbers, address, city, state, zip code, Latent Network affiliation as well as the performance rate and measure scores with respect to Hemoglobin greater than 12 g/dL.

To make use of this dataset for analysis purposes you can filter the data by selecting a particular facility or group of facilities based on their name or location information. You can also look at individual facility performance by looking at the Hemoglobin greater than 12 g/dL Performance Rate and Measure Score columns alongside other relevant medical measure scores from different areas (ex. Blood Pressure). Additionally you may take a broader look by examining regional trends in relation to network affiliations or comparative averages found within the National Avg column. The possibilities are just about endless!

Research Ideas

  • Conducting an analysis to compare the hemoglobin performance rates of ESRD facilities in different states, regions and/or networks.
  • Creating a predictive model to forecast the hemoglobin performance rates of facilities for future years.
  • Compiling comparative reports on facility performance for providers and patients to evaluate the quality of care provided at different facilities and help guide decision making processes

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: Open Database License (ODbL) v1.0

  • You are free to:
    • Share - copy and redistribute the material in any medium or format.
    • Adapt - remix, transform, and build upon the material for any purpose, even commercially.
  • You must:
    • Give appropriate credit - Provide a link to the license, and indicate if changes were made.
    • ShareAlike - You must distribute your contributions under the same license as the original.
    • Keep intact - all notices that refer to this license, including copyright notices.
    • No Derivatives - If you remix, transform, or build upon the material, you may not distribute the modified material.
    • No additional restrictions - You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Columns

File: ESRD_QIP_-Anemia-_Payment_Year_2016.csv

Column name Description
Facility Name Name of the facility. (String)
CMS Certification Number Unique identifier for the facility. (String)
Alternate CCN 1 Alternate certification number for the facility. (String)
Alternate CCN 2 Alternate certification number for the facility. (String)
Address 1 Street address of the facility. (String)
Address 2 Additional address information for the facility. (String)
City City of the facility. (String)
State State of the facility. (String)
Zip Code Zip code of the facility. (String)
Network Network affiliation of the facility. (String)
Hemoglobin gt 12 g/dL Performance Rate Performance rate of the facility for Hemoglobin greater than 12 g/dL. (Float)
Hemoglobin gt 12 g/dL Measure Score Measure score of the facility for Hemoglobin greater than 12 g/dL. (Float)
National Avg Hemoglobin gt 12 g/dL Measure Score National average measure score for Hemoglobin greater than 12 g/dL. (Float)

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit Health.

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