Baselight

Hospital Value-Based SCIP Scores

Performance and Improvement Rate Measures for Surgical Care

@kaggle.thedevastator_hospital_value_based_scip_scores

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About this Dataset

Hospital Value-Based SCIP Scores


Hospital Value-Based SCIP Scores

Performance and Improvement Rate Measures for Surgical Care

By Health [source]


About this dataset

This dataset contains vital information about hospitals participating in the Hospital Value-Based Purchasing program, and showcasing their performance rates and scores for the Clinical Process of Care SCIP measures. It includes metrics such as hospital name, address, city and state of location, zip code, county name , SCIP-Card-2 performance rate, SCIP-Card-2 achivement points, improvement points and measure score; as well as the same for VTE Measure. It also provides information on Score for SCIP condition/procedure as well geographic location. All these details can be an invaluable aid in assessing a hospital's political trends in patient care activities. With these insights one can gain insight into how new regulations are merged with patient outcomes leading to better care. Investigate evaluation standards which provide meaningful opportunities to improve outcomes of patient healthcare services within your region or nationwide!

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How to use the dataset

This dataset contains information on hospitals participating in the Hospital Value-Based Purchasing Program and their performance rates and scores for the Clinical Process of Care SCIP measures. This data can be used to understand the quality of care provided by different hospitals, as well as to compare hospitals with each other on an empirical basis.

The first step in using this dataset is determining what data you need. You can use the column names to search for specific indicators, or filter based on geographic area (by searching related columns). You can also take a look at overall performance scores from each measure with all other columns considered; depending on your research question, this might give you a better understanding of hospital performance overall.

Once you have filtered or found the relevant data for your purpose, it's important to consider potential outliers or confounders in your results before making conclusions about culture-based selection (for example). In addition, make sure that you clearly communicate any limitations that could influence results when drawing conclusions from this data set.

Finally, don't forget to pay attention to privacy and confidentiality regulations when using this data set — some results may require patient authorization before they can be released publicly. Be aware that not all SCIP measures are applicable across all states; make sure you double check if certain locations are limited by geography when looking at these results!

Research Ideas

  • Identifying best practice hospitals in terms of Clinical Process of Care SCIP measures by analyzing performance and improvement points across measures.
  • Assessing geographic disparities in VBP program participation by analyzing and comparing the distribution of hospitals across ZIP Codes, Counties and States.
  • Performing predictive analytics to forecast the likely impact of specific interventions on SCIP Card-2, SCIP VTE-2 measurements and hospital performance rates

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: Hospital_Value-Based_Purchasing__HVBP____Surgical_Care_Improvement_Project_Scores.csv

Column name Description
Hospital Name The name of the hospital. (String)
Address The address of the hospital. (String)
City The city in which the hospital is located. (String)
State The state in which the hospital is located. (String)
ZIP Code The ZIP code of the hospital. (Integer)
County Name The county in which the hospital is located. (String)
SCIP-Card-2 Performance Rate The performance rate of the hospital for the SCIP-Card-2 measure. (Float)
SCIP-Card-2 Achievement Points The achievement points of the hospital for the SCIP-Card-2 measure. (Float)
SCIP-Card-2 Improvement Points The improvement points of the hospital for the SCIP-Card-2 measure. (Float)
SCIP-Card-2 Measure Score The measure score of the hospital for the SCIP-Card-2 measure. (Float)
SCIP-VTE-2 Performance Rate The performance rate of the hospital for the SCIP-VTE-2 measure. (Float)
SCIP-VTE-2 Achievement Points The achievement points of the hospital for the SCIP-VTE-2 measure. (Float)
SCIP-VTE-2 Improvement Points The improvement points of the hospital for the SCIP-VTE-2 measure. (Float)
SCIP-VTE-2 Measure Score The measure score of the hospital for the SCIP-VTE-2 measure. (Float)
SCIP Condition/Procedure Score The score of the hospital for the SCIP Condition/Procedure measure. (Float)
Location The geographic location of the hospital. (String)

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.

Tables

Hospital Value Based Purchasing Hvbp Surgical Care Imp 5e77acd0

@kaggle.thedevastator_hospital_value_based_scip_scores.hospital_value_based_purchasing_hvbp_surgical_care_imp_5e77acd0
  • 357.9 KB
  • 3029 rows
  • 18 columns
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CREATE TABLE hospital_value_based_purchasing_hvbp_surgical_care_imp_5e77acd0 (
  "index" BIGINT,
  "provider_number" BIGINT,
  "hospital_name" VARCHAR,
  "address" VARCHAR,
  "city" VARCHAR,
  "state" VARCHAR,
  "zip_code" BIGINT,
  "county_name" VARCHAR,
  "scip_card_2_performance_rate" VARCHAR,
  "scip_card_2_achievement_points" VARCHAR,
  "scip_card_2_improvement_points" VARCHAR,
  "scip_card_2_measure_score" VARCHAR,
  "scip_vte_2_performance_rate" VARCHAR,
  "scip_vte_2_achievement_points" VARCHAR,
  "scip_vte_2_improvement_points" VARCHAR,
  "scip_vte_2_measure_score" VARCHAR,
  "scip_condition_procedure_score" VARCHAR,
  "location" VARCHAR
);

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