Hospital Compare Clinical Process of Care

**Overview**
This data package includes information about Hospital Compare Clinical Process of Care for Acute Myocardial Infarction (AMI) and Efficiency Scores. It also provides the datasets over Hospital of Health Care over Patient Experience, Pneumonia, Preventive Care, Associated infections and Total Performance Scores for Clinical Process.

**Description**
"Hospital Compare Clinical Process of Care for Acute Myocardial Infarction (AMI) contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores. The Hospital Value Based Purchasing (HVBP) Program is a Centers for Medicare & Medicaid Services (CMS) initiative that rewards acute care hospitals with incentive payments for the quality of care they provide to Medicare beneficiaries. CMS rewards hospitals based on the quality of care provided to Medicare patients, closely best clinical practices and well hospitals enhance patients experiences of care during hospital stays.

Hospital Compare Clinical Process of Care Efficiency Scores contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance ratios and scores for the Efficiency Medicare Spending per Beneficiary (MSPB) measure. Medicare makes incentive payments to hospitals based on how well they perform on each measure and how much they improve their performance on each measure compared to their performance during a baseline period. Hospital Compare Clinical Process of Care Outcome Scores contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the outcome measures.

This data package also includes a list of hospitals participating in the Hospital Compare and their Clinical Process of Care domain scores, Patient Experience of Care dimension scores, and Total Performance Scores. CMS assesses each hospital’s total performance by comparing its Achievement and Improvement scores for each applicable Hospital Value Based Purchasing measure. CMS uses a threshold and benchmark to determine how many points to award for the achievement and improvement scores. CMS compares the achievement and Improvement scores and uses whichever is greater.

**Benefits**
- Useful for doctors, medical health planners, patients, hospitals, medical research groups and medical students. hospital compare clinical process of care database is available on centers for medicare & medicaid services (cms) website in raw form, whereas a john snow labs (jsl) customer gets it in a clean and normalized form ready to use in one place and create his own custom reports. it is easy to comprehend for the customers who are unfamiliar with the medical terminologies as all abbreviated terms are replaced with full form,, unlike cms original datasets which are full of abbreviations.

**License Information**
The use of John Snow Labs datasets is free for personal and research purposes. For commercial use please subscribe to the [Data Library](https://www.johnsnowlabs.com/marketplace/) on John Snow Labs website. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes.

**Included Datasets**
- [Clinical Episode Based Payment Measures by Hospital](https://www.johnsnowlabs.com/marketplace/clinical-episode-based-payment-measures-by-hospital)
- This dataset shows 6 Clinical Episode-Based Payment (CEBP) Measures by hospital. It includes Conditions: Cellulitis, Kidney/Urinary Tract Infection, Gastrointestinal Hemorrhage; Procedures: Aortic Aneurysm, Spinal Fusion, Cholecystectomy and Common Duct Exploration. This measure takes into account important factors like patient age, health status (risk adjustment) and geographic payment differences (payment-standardization).
- [Clinical Episode Based Payment Measures by State](https://www.johnsnowlabs.com/marketplace/clinical-episode-based-payment-measures-by-state)
- This dataset shows 6 Clinical Episode-Based Payment (CEBP) Measures by state. It includes Conditions: Cellulitis, Kidney/Urinary Tract Infection, Gastrointestinal Hemorrhage; Procedures: Aortic Aneurysm, Spinal Fusion, Cholecystectomy and Common Duct Exploration. This measure takes into account important factors like patient age, health status (risk adjustment) and geographic payment differences (payment-standardization).
- [Hospital Compare Clinical Process of Care Acute MI Scores](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-acute-mi-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the Clinical Process of Care AMI (Acute Myocardial Infarction) measures.
- [Hospital Compare Clinical Process of Care Efficiency Scores](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-efficiency-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance ratios and scores for the Efficiency Medicare Spending per Beneficiary (MSPB) measure.
- [Hospital Compare Clinical Process of Care Outcome Scores](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-outcome-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the outcome measures.
- [Hospital Compare Clinical Process of Care Patient Experience Scores](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-patient-experience-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their scores for the Patient Experience of Care HCAHPS dimensions.
- [Hospital Compare Clinical Process of Care Pneumonia Scores](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-pneumonia-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the Clinical Process of Care Pneumonia measures. This dataset is no more updated now a days and has been retired from hospital compare datasets.
- [Hospital Compare Clinical Process of Care Preventive Care Scores](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-preventive-care-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the Preventive Care measure.
- [Hospital Compare Clinical Process of Care Surgical Care Improvements](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-surgical-care-improvements)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the Clinical Process of Care Surgical Care Improvement Project measures.
- [Hospital Compare Clinical Process of Care Total Performance Score](https://www.johnsnowlabs.com/marketplace/hospital-compare-clinical-process-of-care-total-performance-score)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their Clinical Process of Care domain scores, Patient Experience of Care dimension scores, and Total Performance Scores.
- [Hospital Value Based Purchasing Healthcare Associated Infection Scores](https://www.johnsnowlabs.com/marketplace/hospital-value-based-purchasing-healthcare-associated-infection-scores)
- This dataset contains a list of hospitals participating in the Hospital Value Based Purchasing Program and their performance rates and scores for the Clinical Process of Care Healthcare Associated Infection (HAI) measure.
- [Provider Data on Comprehensive Care for Joint Replacement Model](https://www.johnsnowlabs.com/marketplace/provider-data-on-comprehensive-care-for-joint-replacement-model)
- This dataset includes provider data for two quality measures tracked during an episode of care that contains complication rate for hip and knee replacement patients and the Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) Survey information.

**Data Engineering Overview**
**We deliver high-quality data**
- Each dataset goes through 3 levels of quality review
- 2 Manual reviews are done by domain experts
- Then, an automated set of 60+ validations enforces every datum matches metadata & defined constraints
- Data is normalized into one unified type system
- All dates, unites, codes, currencies look the same
- All null values are normalized to the same value
- All dataset and field names are SQL and Hive compliant
- Data and Metadata
- Data is available in both CSV and Apache Parquet format, optimized for high read performance on distributed Hadoop, Spark & MPP clusters
- Metadata is provided in the open Frictionless Data standard, and its every field is normalized & validated
- Data Updates
- Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted

**Our data is curated and enriched by domain experts**

Each dataset is manually curated by our team of doctors, pharmacists, public health & medical billing experts:
- Field names, descriptions, and normalized values are chosen by people who actually understand their meaning
- Healthcare & life science experts add categories, search keywords, descriptions and more to each dataset
- Both manual and automated data enrichment supported for clinical codes, providers, drugs, and geo-locations
- The data is always kept up to date – even when the source requires manual effort to get updates
- Support for data subscribers is provided directly by the domain experts who curated the data sets
- Every data source’s license is manually verified to allow for royalty-free commercial use and redistribution.

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