Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
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Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.
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Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.
Research & Development Overview
Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.
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Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.
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Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.
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When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.
TECHNOLOGIES OVERVIEWExplore our library of insights, thought leadership, and the latest topics & trends in healthcare.
DISCOVER INSIGHTSAn in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.
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By making intelligent connections between your needs, our capabilities, and the healthcare ecosystem, we can help you be more agile, accelerate results, and improve patient outcomes.
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Building on a rich history of developing AI for healthcare, IQVIA AI connects the right data, technology, and expertise to address the unique needs of healthcare. It's what we call Healthcare-grade AI.
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The IQVIA Human Data Science Cloud is our unique capability designed to enable healthcare-grade analytics, tools, and data management solutions to deliver fit-for-purpose global data at scale.
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The IQVIA Innovation Hub connects start-ups with the extensive IQVIA network of assets, resources, clients, and partners. Together, we can help lead the future of healthcare with the extensive IQVIA network of assets, resources, clients, and partners.
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IQVIA Decentralized Trials deliver purpose-built clinical services and technologies that engage the right patients wherever they are. Our hybrid and fully virtual solutions have been used more than any others.
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Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.
LEARN MOREOur mission is to accelerate innovation for a healthier world. Together, we can solve customer challenges and improve patient lives.
LEARN MORECareers, culture and everything in between. Find out what’s going on right here, right now.
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"Improving human health requires brave thinkers who are willing to explore new ideas and build on successes. Unleash your potential with us.
SEARCH JOBSThe MHS of the USA plays a pivotal role in maintaining the health of America's armed forces and their families. Governed by the Department of Defense (DoD), the MHS is tasked with a multifaceted mission that includes ensuring the operational readiness of the United States Armed Forces through comprehensive healthcare services, conducting pivotal research, advancing military medicine, and overseeing medical education and public health initiatives. The system is structured to provide health services to approximately 9.6 million beneficiaries, including active duty personnel, reservists, retirees, and their families, through both direct care in military treatment facilities (MTFs) and private sector care via the TRICARE health plan.
This foundational role sets the stage for addressing unique challenges and exploring innovative solutions within military health research.
Conducting large-scale research within the MHS presents a unique set of challenges that go beyond the typical hurdles encountered in civilian healthcare research.
Addressing the unique challenges of conducting large-scale research within the Military Health System (MHS) necessitates innovative approaches to data management, privacy, and analysis. The implementation of data standardization techniques, the use of Common Data Models (CDMs), tokenization strategies, and the execution of network studies emerge as pivotal elements in overcoming these obstacles. Here’s how these strategies can be effectively applied:
The utilization of federated network models represents a paradigm shift in how research collaborations are conducted within the MHS. This approach prioritizes the sharing of analytical methods and algorithms over direct data exchange, addressing the critical need for data privacy and security while enabling substantial research partnerships.
The integration of the OMOP CDM alongside the adoption of federated network models and tokenization represents a pivotal shift in military health research. These strategic advancements signal a new era of enhanced research capabilities within the MHS, characterized by rapid, scalable investigations and the leveraging of real-time analytics. The OMOP CDM aims to stand as a cornerstone for this transformation, facilitating the seamless integration of diverse data sources—from healthcare encounters to wearable devices. This will enable a dynamic exploration of health trends, disease outbreaks, and intervention efficacies, supporting informed decision-making across all MHS levels.
This forward-looking approach not only ensures that military personnel benefit from the most effective, evidence-based care but the scalability and robustness of the research facilitated by the OMOP CDM extend its impact beyond military applications, offering invaluable insights that can enhance civilian healthcare systems and promote advancements in global health.
Moreover, the adoption of federated network models underscores the MHS's commitment to upholding the highest data privacy and security standards while fostering meaningful collaborations with external researchers. This model, prioritizing the exchange of analytical methods over direct data access, addresses the unique challenges inherent in military health research, including the need for specialized knowledge of military-specific data elements and adherence to stringent regulatory frameworks.
The collective implementation of these strategies—data standardization via CDMs, the secure anonymization of data through tokenization, and the expansion of research opportunities through network studies—heralds a comprehensive approach to overcoming the complexities of military health research. By embracing these innovative methodologies, the MHS can not only surmounts the challenges posed by data privacy, interoperability, and standardization but also sets new benchmarks for excellence in data-driven healthcare research and policy development.
As we look to the future, the MHS is poised to advance its research capabilities further, ensuring continued leadership in military medicine and an unwavering dedication to the health and readiness of armed forces personnel. The strategic integration of the OMOP CDM, alongside collaborative and privacy-preserving research models, promises to not only enhance the care provided to service members but also to forge pathways for breakthrough discoveries that will benefit the broader healthcare community. Through these concerted efforts, the MHS affirms its role at the forefront of innovative healthcare research, driving improvements in service member care and operational readiness through data-driven insights.
See how observational health data sciences and informatics (OHDSI), a research collaborative with a global footprint, can expand data access and reduce cost of ownership.
