AHRQ Python Software: Modernize Your Healthcare Analytics

Unlock the power of your healthcare data. DEFTeam provides expert-developed AHRQ Python Software, a modern conversion of the official AHRQ Quality Indicator (QI) modules from legacy SAS. Our readily available software helps you reduce costs, improve integration, and accelerate insights.

Diagram showing the transition from SAS to Python for healthcare analytics.
Illustration of a complex, legacy data system.

The Challenge with SAS-Based AHRQ Modules

For years, the AHRQ Quality Indicators have been a cornerstone of healthcare analytics, but their reliance on SAS presents significant challenges for modern data-driven organizations. High licensing fees, a specialized and shrinking talent pool, and difficulty integrating with cloud platforms and modern machine learning workflows create barriers to innovation and increase operational costs. Maintaining these legacy systems can slow down critical analysis and hinder your ability to adapt.

The DEFTeam Solution: Our AHRQ Python Software

DEFTeam bridges the gap with our pre-built AHRQ Python Software. By switching to our meticulously tested software, you can eliminate expensive SAS licenses, leverage the vast open-source ecosystem, and easily integrate quality indicator analysis into your existing data pipelines. Our solution empowers your team to work faster and more efficiently, using a language built for modern data science and cloud computing.

Illustration of a modern, cloud-native data architecture.

Comprehensive Quality Indicator Coverage

Our AHRQ Python Software covers the full spectrum of AHRQ's widely used quality indicators, ensuring you don't miss a single metric in your transition from SAS.

Prevention Quality Indicators Icon
Prevention Quality Indicators (PQI)

Identify hospital admissions that could have been potentially avoided through high-quality outpatient care.

Inpatient Quality Indicators Icon
Inpatient Quality Indicators (IQI)

Reflect the quality of care inside hospitals, including inpatient mortality for medical conditions and surgical procedures.

Patient Safety Indicators Icon
Patient Safety Indicators (PSI)

Measure potential in-hospital complications and adverse events following surgeries, procedures, and childbirth.

Pediatric Quality Indicators Icon
Pediatric Quality Indicators (PDI)

Focus on the quality of care for children and identify potentially preventable complications and iatrogenic events.

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Patient Quality Experience (PQE)

Gauge patient satisfaction and quality of experience across care settings to ensure equitable and effective healthcare.

Available AHRQ Python Software (2021-2024)

Our AHRQ Python Software is version-matched to the official AHRQ releases and is available for immediate deployment. Contact us today for a detailed pricing structure that fits your organization's needs.

2024 Version

The latest AHRQ QI release, fully converted to Python. Includes all updates to PQI, IQI, PSI, PDI, and PQE modules.

2023 Version

Python implementation of the 2023 AHRQ QI specifications, tested for accuracy and performance.

2022 Version

Our robust Python conversion of the 2022 AHRQ modules, ready to integrate into your data analytics environment.

2021 Version

Access the 2021 AHRQ QI logic in a flexible and cost-effective Python format for historical analysis and comparison.

Case Study

Healthcare Analytics

Healthcare
SAS to Python Migration

We helped a leading healthcare provider migrate their entire analytics platform from SAS to PySpark. Our automated solution converted thousands of lines of code, eliminating millions of dollars in legacy system licensing costs and enabling advanced analytics on their big data.

Ready to Modernize Your Healthcare Analytics?

Turn your healthcare data into your most powerful asset for predicting patient needs and optimizing hospital operations. We deliver end-to-end analytics solutions that empower your team with the clarity to reduce costs and elevate the quality of care.