Research update from the Office of Biostatistics (OB)/Office of Translational Sciences (OTS) and Office of Surveillance and Epidemiology (OSE)
Development of the software, geoMapr (Geographically-enriched Machine-aided analysis of Prescription Drug Utilization Data), for enriched analysis of drug utilization data
In post-market safety surveillance, pharmacy dispensing data provide valuable insights to the Agency for the analysis of drug utilization. Our web-based software (geoMapr) provides tools to augment the nationally representative prescription drug dispensing data with other geographically referenced, publicly available, demographic, socioeconomic, or healthcare service data. geoMapr subsequently generates presentation-ready results of the surveillance data analyses, including user-interactive data tabulations, visualization, and machine learning for identifying factors highly associated with drug utilization. geoMapr has been used to analyze the prescribing trends for opioid antagonists such as naloxone and buprenorphine. Future enhancement to geoMapr include spatial modeling to explore factors associated with geographical variations in prescription drug dispensing.
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