Current Focus Areas

At NumericaIQ, we apply science, strategy, and advanced analytics to some of the most pressing and complex challenges in healthcare. Our current research and consulting efforts are centered on domains where evidence-based insights can improve lives, inform policy, and drive innovation.

🧠 Substance Use & Behavioral Health

We are actively engaged in addressing the evolving landscape of substance use, including:

  • Tobacco and smoking cessation

  • Alcohol use disorder (AUD)

  • Opioid use and overdose prevention

  • Illicit drug use and addiction science

Using real-world data and predictive modeling, we explore behavioral risk patterns, treatment pathways, and policy interventions to improve outcomes for individuals and communities affected by substance use and mental health disorders.

🧬 Rare & Orphan Diseases

We are contributing to improved value demonstration, modeling, and patient journey analytics in the field of rare and orphan diseases. Current areas of work include:

  • Disease burden modeling and unmet need

  • Cost-effectiveness analysis for high-cost therapies

  • Real-world evidence generation with limited datasets

We work closely with researchers, payers, and patient advocacy groups to help ensure innovative treatments reach the populations that need them most.

⚕️ Health & Safety Analytics

NumericaIQ also focuses on designing models and strategies that improve clinical safety, patient monitoring, and healthcare quality across care settings.

Our work includes:

  • Modeling patient safety risks (e.g., in PCA pump use, ICU care, procedural adherence)

  • Supporting design and analysis of health monitoring systems

  • Applying AI/ML to prevent adverse outcomes in hospitals and outpatient settings

This area brings together our modeling, policy, and health systems expertise to create safer, more efficient environments for patients and providers.

🦠Infectious Disease Epi & Control

Our team supports research and public health strategies focused on the transmission and mitigation of infectious diseases, including:

  • Tropical diseases (e.g., dengue, Zika, chikungunya, lymphatic filariasis)

  • Vaccine-preventable diseases (e.g., measles, COVID-19, influenza)

We build dynamic models, outbreak simulations, and policy planning tools that help guide vaccine strategies, evaluate intervention impact, and inform preparedness for future pandemics.

🏥 Clinical & Healthcare Research

We support clinical research, hospital operations, and health system transformation through custom analytics and decision-support tools:

  • Study design and HEOR analysis for clinical trials

  • Workflow modeling for hospital efficiency and resource allocation

  • Real-world performance tracking of diagnostics and medical devices

  • Quality improvement studies and predictive health analytics

Whether it's optimizing a trial protocol, designing a data capture framework, or simulating ICU surge capacity—we translate data into better care decisions.