
Matt Damberg: Data Analyst / Business Intelligence Consultant

Antibiotic Usage Analysis
This project dashboard analyzes antibiotic use over time, showing prescribing trends, average treatment durations, top prescribed drugs, and resistant organism occurrences. All data is anonymized for privacy, supporting evidence-based decisions and effective antibiotic stewardship.
This Antibiotic Usage Dashboard presents a comprehensive and a HIPPA compliant view of how, when, and why antibiotics are prescribed within a healthcare environment. By consolidating data into a single, user-friendly interface, it empowers clinicians, pharmacists, and quality improvement teams to make informed decisions that align with best practices and improve patient outcomes.
At its core, the dashboard displays antibiotic utilization over multiple time horizons—quarterly, monthly, and even daily—to reveal prescribing trends that might otherwise remain hidden. Users can quickly identify which antibiotics are chosen most often, providing insight into common treatment pathways and potential areas where prescribing habits might be refined.
A critical component of antibiotic stewardship is ensuring treatments are neither too short nor too long. This dashboard highlights the average duration of therapy for each antibiotic, helping organizations maintain adherence to recommended benchmarks—often seven days or fewer. Such monitoring encourages appropriate use, reduces the risk of antibiotic resistance, and enhances overall patient safety.
In addition, the dashboard shines a spotlight on emerging patterns in antibiotic resistance. By visualizing the frequency and types of resistant organisms detected over time, stakeholders can anticipate evolving challenges, adapt their prescribing practices, and engage in proactive infection prevention strategies.
The information presented is thoroughly anonymized and does not contain any protected health information. Instead of names or other identifiers, unique Resident IDs enable drill-down analysis without compromising individual privacy. This approach ensures regulatory compliance and protects patient confidentiality.
Ultimately, the Antibiotic Usage Dashboard isn’t just a data visualization tool—it’s a decision support resource. It helps healthcare teams pinpoint areas for improvement, strengthen antimicrobial stewardship programs, and align prescribing behaviors with evidence-based standards. By making complex data accessible and actionable, this project serves as a valuable asset in the ongoing effort to promote responsible antibiotic use and preserve treatment efficacy for future generations.
Power in Numbers
Unique ID's
Volunteers
