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Analytics and Reporting

Using APCD Data to Identify Populations at High Risk for Severe COVID-19 Outcomes

As states and municipalities evaluate when to relax social distancing measures and prepare for a phased re-opening, they must be able to document a sustained reduction in current cases and confirm their ability to effectively test and treat new cases without crisis. Successfully preparing for future outbreaks or waves of illness requires the ability to...Read more

CPT Codes Released to Track COVID-19 Antibody Testing

Update: As of June 26, 2020 the AMA Current Procedural Terminology (CPT®) Editorial Panel has adopted a new CPT code to report antigen testing of patients suspected of SARS-CoV-2 infection. The new CPT code for infectious agent antigen detection by immunoassay technique is 87426. Current Procedural Terminology (CPT) codes are now available to report when patients receive...Read more

Can prescription claims foretell the impact of COVID-19 on depression and anxiety?

As our nation prepares for weeks of continued increases in confirmed COVID-19 cases and deaths, many are thinking about the implications on psychological and emotional health. Beyond the uncertainty and worry of the virus itself, social distancing measures bring separation from family and friends, disruption in daily routine and concerns about financial well being. Pharmacy...Read more

Inconsistent Data Sets: A Summary of the ETL Normalization of CMS Quality Data

This series has explored Freedman Analytical Engine (FAE)’s purpose and process. More specifically, we have looked at the problems that FAE solves, the need for standardized data in order to complete analysis, and the involvement of programmers and analysts in completing this ETL process. We have described ways in which file structures are identified and...Read more

Inconsistent Data Sets: Normalizing CMS Quality Data Files for Analysis

In the last post, we discussed the five file formats encountered by Freedman Analytical Engine (FAE) as it processes Centers for Medicare and Medicaid Services (CMS) quality data. They require FAE to standardize these files to create one merged CSV. This merged file will most closely resemble a Vertical ID file. This post will focus...Read more