Sold by: John Snow Labs
Deployed on AWS
This data package contains information on the number of prescription items for alcohol and smoking dependence and their net ingredient cost in the United Kingdom. It also gives detailed information on retail prescription drugs filled at pharmacies in the United States.
Overview
Overview
This data package contains the datasets that estimate on the number of prescription items dispensed in England for the treatment of alcohol and smoking dependence, and also UK Prescription Cost Analysis, which provides a national level annual summary of prescriptions dispensed during 2016, providing the detail for each individual item prescribed in 2016 in the UK. The number of prescription items dispensed in 2016 for the treatment of alcohol dependence was 188 thousand which was 4 percent lower than in 2015. The total Net Ingredient Cost (NIC) was £4.87 million. This is 24 percent higher than in 2015 and more than double the level ten years ago. The number of prescription items dispensed for the treatment of smoking cessation in England in 2015-2016 was 1.2 million, compared to 2.2 million ten years ago. In 2015-2016, 644 thousand items of NRT (Nicotine Replacement Therapies) and 489 thousand items of Varenicline were dispensed. Bupropion is the least common item, with only 21 thousand dispensed in 2015-2016. The data package also contains two datasets that provide one year data on retail prescription drugs filled at each state and regional zone, categorized by age, gender, prescription drug and by per capita annually as well as by total prescription drugs and total sales for each state and regional zone in US for the year 2014 and 2016.
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 | Prescribing Data Analysis, Prescribing in General Practice, Digital GP Practice Prescribing, Pharmacy Statistics UK, Pharmacy Data UK, Prescription Analysis, GP Prescription Cost |
| Other Titles | How many prescriptions were dispensed in 2016?, How many prescriptions are filled each year In the United States?, Total Number of Retail Prescription Drugs Filled At Pharmacies in UK, Number of Items Dispensed by Pharmacies |
Included Datasets
- FDA Pharmacy Prescriptions Per Capita Income and Total Sales
This dataset is a two-years data on retail prescription drugs filled at each state and regional zone; it is for pharmacies per capita categorized by age, gender, prescription drug and by per capita annually as well as by total prescription drugs and total sales for each state and regional zone. This data is for 2014 and 2016 for pharmacies, stores and merchandises at 814 defined regional zones.
- Number of Prescription Items for the Treatment of Alcohol Dependence
This dataset provides statistics on alcohol related hospital admissions as well as the number of prescriptions for the treatment of alcohol dependence in 2018 in England.
- Prescription Items For the Treatment of Smoking Dependence
This dataset presents information on the number of prescription items written for pharmacotherapies for the treatment of smoking dependence, prescribed in primary care and dispensed in the community, by Commissioning Region, Region and Clinical Commissioning Group.
- UK Prescription Cost Analysis
Prescription Cost Analysis (PCA) provides details of the number of items and the Net Ingredient Cost (NIC) of all prescriptions dispensed in the community in England. The drugs that are dispensed in the community are listed by British National Formulary (BNF) therapeutic class chapters 1 to 15, using the classification system prior to BNF edition 70. Items such as dressings and appliances, have been classified into six pseudo BNF chapters 18 to 23.
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.
Details
New
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
This product is available free of charge. Free subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimensions summary
This listing uses a single pricing dimension: Product Access, measured in units. It is offered free, so you subscribe to gain access without a usage charge. There are no tiers, instance sizes, or add-on options to compare. The one dimension simply grants you access to the product as a subscriber.
Top-of-mind questions for buyers
One unit grants you subscriber access to the product. Since this listing is free, subscribing enrolls you without a usage charge. There are no per-user, per-host, or per-record counts to track. The single unit simply activates your access as a subscriber.
No. This listing uses one free access dimension with no usage meters, tiers, or included-amount limits. Your cost does not change based on the number of users, records processed, or requests made. Subscribing grants access at no charge regardless of how much you use it.
The software is designed to deploy inside your secure environment. This listing charges nothing for product access. Any underlying AWS infrastructure you run it on, such as compute or storage, is billed separately by AWS and is not part of this listing's pricing.
www.johnsnowlabs.com
Helpful?
Vendor refund policy
No refunds offered. For any questions email us at info@johnsnowlabs.com
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
FDA Pharmacy Prescriptions Per Capita Income and Total Sales | All historical revisions | All future revisions | Not included | |||
Number of Prescription Items for the Treatment of Alcohol Dependence | All historical revisions | All future revisions | Not included | |||
Prescription Items For the Treatment of Smoking Dependence | All historical revisions | All future revisions | Not included | |||
UK Prescription Cost Analysis | All historical revisions | All future revisions | Not included |
Resources
Vendor resources
Similar products
This data package contains a national benchmark that is reflective of the prices paid by retail community pharmacies to acquire prescription and over-the-counter covered outpatient drugs and offers access to all changes of National Average Drug Acquisition Cost (NADAC) rates since the end of 2013.
We are going to use an extra brain to help combat clinical error! MedicineOne has created Clinical Brain, a clinical intelligence platform to support medical decisions and help reduce clinical error.
This data package contains the information on labelers and products in the Medicaid Drug Utilization Review Program as collected through the Newly Revised Medicaid Drug Utilization Review Annual Report Survey released in 2014, regarding prescriptions and reimbursements.
Rx Optimizer enhances pharmacy benefit management with AI-driven insights, improving claims processing, formulary optimization, and cost containment to boost patient outcomes and financial efficiency.