This data package contains the information on labelers and products in the Medicaid Drug Utilization Review Program as..
API Access
Est. Price
~$10,000/yr est.
Update Frequency
Annually
Pricing Tiers
1
Regions
1
Quality SignalsB
Freshness
Recently enriched
Complete
69%
API
API Available
Product Overview
Healthcare NLP & Clinical Data Platform$
Offering: A comprehensive suite of NLP-based clinical entity recognition models and structured healthcare datasets for pharmacovigilance, clinical research, and population health analytics.
Best for: Healthcare data scientists and clinical researchers building automated pipelines for medical record de-identification and drug safety monitoring.
Benefits
- Extensive library of pre-trained clinical NLP models
- Multi-language support for clinical de-identification
- High-granularity SDoH and clinical entity extraction
- Cost-effective pricing compared to enterprise-scale healthcare data platforms
Drawbacks
⚠ Limited longitudinal patient journey tracking compared to Komodo Health · ⚠ Requires technical integration via API rather than turnkey dashboard solutionsProduct Intelligence
Value Score
30
quality per $
Coverage
12
geo × freq × depth
Try-ability
20
ease of trial
Product Details
Use Cases
Pharmaceutical market access strategy | Clinical research and drug safety monitoring | Healthcare fraud and abuse detection | Medicaid policy and reimbursement analysis | Competitive intelligence for drug manufacturers | Public health trend forecasting | Pharmacoeconomic outcomes research
Coverage
United States
Delivery
API
Data Sources
corporate filingssurvey panel
Detected Use Cases
competitive intelligencehealthcare pharmainsurance
Pricing Tiers
Vedex estimate
~$10,000/yr est.
$833.33 estimated
UNKNOWNLOW
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$10,000/yr est.
Request a sample directly from John Snow Labs.
Web Authority
High Authority7 mentions·2 platforms
Academic Papers
6 × 8 pts+48
Reddit
1 × 3 pts+3
Evidence5 sources
Academic Papers
The Effect of State Medicaid Expansions on Prescription ...
by A Ghosh · 2017 · Cited by 92 — We use a rich national dataset of pharmaceutical claims that allows us to produce a comprehensive estimate of the impact of the ACA Medicaid ...
Academic Papers
A Dose of Managed Care: Controlling Drug Spending in ...
by D Dranove · 2017 · Cited by 20 — CMS has the ability to withhold federal Medicaid drug funds to states that are not collecting rebate information. 15Medicare-Medicaid dual eligibles receive ...Read
Academic Papers
Analysis of Prescription Drug Utilization with Beta ...
by G Gan · 2020 · Cited by 1 — In this paper, we examined and demonstrated the use of Beta regression models to study the utilization of brand name drugs in the U.S. in order ...
Data Dictionary
Expected fields and columns in this data product
About CMS Drug Utilization
CMS Drug Utilization is an alternative data product offered by John Snow Labs, available on databricks_marketplace. Data is updated annually. API access is available for programmatic integration. Vedex estimates pricing at roughly $10,000/yr (an estimate, not a vendor-published price).
This data package contains the information on labelers and products in the Medicaid Drug Utilization Review Program as..
About John Snow Labs
John Snow Labs is a data provider vendor based in Wilmington, Delaware, USA. The model is a powerful tool for extracting SDoH entities from clinical text. It was specifically trained to identify the conditions in which people are born, grow, live, work, and age that impacts th...