
Overview
Overview
This data package contains the Ambulatory Surgical Center Quality Reporting (ASCQR) by Facility Program seeks to make care safer and more efficient through quality reporting. ASCs eligible for this program may have their Medicare payments reduced if they do not report data for these measures. Ambulatory Surgical Center Quality Reporting by National describes the National level health care results for ASCQR Program measures. It is a pay-for-reporting, quality data program for standardized measures. ACSs are health care facilities that perform surgeries and procedures outside the hospital setting. The ASCQR Program was started by Centers for Medicare & Medicaid Services (CMS) to promote higher quality, more efficient health care for Medicare beneficiaries through data reporting, quality improvement, and measure alignment with other clinical care settings.
Ambulatory Surgical Center Quality Reporting by State contains the State level health care results for ASCQR Program measures. ASCs that participate in the program and meet program requirements are rewarded based on the quality of care that they provide to patients. Outpatient Imaging Efficiency Core Measures by Hospital contains the Core Measures which give information about hospitals' use of medical imaging tests for outpatients. Outpatient Imaging Efficiency Core Measures by National and State data contains information about hospitals' use of medical imaging tests for outpatients. CMS has adopted six core measures which capture the quality of outpatient care in the area of imaging. The measures on the use of medical imaging show how often a hospital provides specific imaging tests for Medicare beneficiaries under circumstances where they may not be medically appropriate. The purpose of reporting these measures is to reduce unnecessary exposure to contrast materials and radiation, to ensure adherence to evidence-based medicine and practice guidelines, and to prevent wasteful use of Medicare resources.
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 on AWS. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes.
Metadata
| Description | Value |
|---|---|
| Data Package Complexity | Simple |
| Available Enrichments | N/A |
| Keywords | Hospital Transfer, Ambulatory Center, Ambulatory Patient, Quality Measures, Core Measures, CMS Quality Measures, CMS Core Measures |
| Other Titles | Ambulatory Surgical Center Hospital Transfer Quality Reporting by Facility, Ambulatory Center Surgical Quality Reporting by Facility, Ambulatory Surgical Center Quality Measures Reporting by National, Ambulatory Patient Surgical Center Quality Reporting by State, Hospital Outpatient Imaging Efficiency |
Included Datasets
- Aggregate Volume of Outpatient Procedures
This dataset includes the aggregate count of selected outpatient procedures performed within the outpatient department from all-payer data. It also contains information regarding outpatient procedures for Cardiovascular, Eye, Gastrointestinal, Genitourinary, Musculoskeletal, Nervous System and Skin, etc.
- Ambulatory Surgical Center Quality Reporting by Facility
The Ambulatory Surgical Center Quality Reporting (ASCQR) Program seeks to make care safer and more efficient through quality reporting. ASCs eligible for this program may have their Medicare payments reduced if they do not report data for these measures. This dataset describes the facility level healthcare results for Ambulatory Surgical Center Quality Reporting Program measures.
- Ambulatory Surgical Center Quality Reporting by National
The Ambulatory Surgical Center Quality Reporting (ASCQR) Program seeks to make care safer and more efficient through quality reporting. ASCs eligible for this program may have their Medicare payments reduced if they do not report data for these measures. This dataset describes the National level healthcare results for Ambulatory Surgical Center Quality Reporting Program measures.
- Ambulatory Surgical Center Quality Reporting by State
The Ambulatory Surgical Center Quality Reporting (ASCQR) Program seeks to make care safer and more efficient through quality reporting. ASCs eligible for this program may have their Medicare payments reduced if they do not report data for these measures. This dataset describes the State level healthcare results for Ambulatory Surgical Center Quality Reporting Program measures.
- Outpatient Imaging Efficiency Core Measures by Hospital
This dataset includes the hospital data for the Outpatient Imaging Efficiency Core Measures. These Core Measures gives information about the hospitals' use of medical imaging tests for outpatients. Examples of medical imaging tests include CT Scans, MRIs, and mammograms.
- Outpatient Imaging Efficiency Core Measures by State
This dataset includes the State data for the Outpatient Imaging Efficiency Core Measures. These Core Measures gives information about the hospitals' use of medical imaging tests for outpatients. Examples of medical imaging tests include CT Scans, MRIs, and mammograms.
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.
Need Help?
- If you have questions about our products, contact us at info@johnsnowlabs.com .
About Us
John Snow Labs , an AI and NLP for healthcare company, provides state-of-the-art software, models, and data to help healthcare and life science organizations build, deploy, and operate AI projects.
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You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Aggregate Volume of Outpatient Procedures | All historical revisions | All future revisions | ||||
Ambulatory Surgical Center Quality Reporting by Facility | All historical revisions | All future revisions | ||||
Ambulatory Surgical Center Quality Reporting by National | All historical revisions | All future revisions | ||||
Ambulatory Surgical Center Quality Reporting by State | All historical revisions | All future revisions | ||||
Outpatient Imaging Efficiency Core Measures by State | All historical revisions | All future revisions | ||||
Outpatient Imaging Efficiency Core Measures by Hospital | All historical revisions | All future revisions |
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