Image of a green flower

Real-World Impact Assessment

Understand the Real-World Impact of Your Data and Analytics Strategy

Get a personalized view of where real world data and analytics can accelerate study planning, improve enrollment, and strengthen decision making across your clinical programs.

By answering a few short questions about your challenges, data needs, and how your team prefers to work, you’ll receive a personalized summary highlighting where real world data and analytics could have the greatest impact.

After completing the assessment, you’ll gain insight into:

  • Where your team loses momentum today: Identify whether delays stem from design to recruitment timelines, site and patient identification, underperforming sites, or analysis bottlenecks.
    Which types of real world data matter most for your decisions: Understand whether your work would benefit most from EHR data, claims, linked datasets, diversity and representativeness insights, or therapeutic area–specific builds.
  • How your team ideally wants to work with data: Explore whether direct platform access, curated datasets, or expert led analysis would best support your goals.
  • The operational outcomes you could unlock: See how improvements in time acceleration, operational efficiency, risk reduction, and decision confidence could translate into more predictable execution and stronger outcomes.
AdobeStock_1148844828

Real-World Impact Assessment: Take the Quiz

Where does your team lose the most momentum today?

Select multiple

What level of real-world evidence do your decisions require?

Select multiple

How would your team ideally work with the data?

Select one

Want to learn more?

Explore our latest articles, news, and whitepapers

Glowing jellyfish close-up in the aquarium blue color.
Blogs
Inside the Real-World Evidence Picture for Hematologic Cancers: TriNetX at ISPOR 2026

At ISPOR 2026, we presented posters addressing outcomes in relapsed/refractory DLBCL, and introducing a reproducible method for generating population estimates robust enough to stand up in HTA and regulatory submissions.

Macro image
Blogs
TriNetX Wins the Clinical Trial Innovation Award (and What It Means for the Future of Research)

We are honored to share that TriNetX has won the “Clinical Trial Innovation Award” in the 10th annual MedTech Breakthrough Awards.

Powering Clinical Research Innovation: How TriNetX Uses Databricks to Accelerate Drug Development
Blogs
Powering Clinical Research Innovation: How TriNetX Uses Databricks to Accelerate Drug Development

Clinical development costs now average roughly $708 million per approved therapy. The industry’s need for accessible and trustworthy insight from real‑world data has never been greater.

Nature background, abstract water drops macro.
Blogs
What Makes Real-World Evidence Credible? Insights from Academic Research

We spotlight Tasfia’s work at Penn State and distilling practical lessons for other researchers navigating the complexities of cohort-based RWE studies.

Macro flower image
Blogs
Strengthening Muscle-Invasive Bladder Cancer Care: The Untapped Potential of Perioperative Systemic Therapy

Discover how real-world evidence untaps the potential of perioperative systemic therapy in muscle-invasive bladder cancer (MIBC) care.

Patient-Centricity at the Point of Care: A Clinician’s Perspective on Rethinking Trials
Blogs
Patient-Centricity at the Point of Care: A Clinician’s Perspective on Rethinking Trials

In our latest Inside the Trends vodcast episode, COO Steve Kundrot spoke with Dr. Sarju Ganatra , a cardiologist and Co-Director of the Lahey Innovation Hub. They stripped patient-centricity back to its core.

TriNetX Named Best of Show Finalist at SCOPE
Blogs
TriNetX Named Best of Show Finalist at SCOPE

TriNetX is proud to announce that we were named a Best of Show Finalist at SCOPE, the summit for clinical ops executives, one of the industry’s premier events focused on advancing clinical operations and innovation.

Macro image
Blogs
The Year Real-World Data Became Essential: The Resources That Captivated Our Community in 2025

As we step into 2026, explore the resources that captivated our community in 2025, and more importantly, why they mattered.

Winning with RWE: What It Takes to Make Real-World Evidence Submission-Ready
Blogs
Winning with RWE: What It Takes to Make Real-World Evidence Submission-Ready

In the 2025 TriNetX and studioID survey of 150 senior biopharma executives, all participants agreed that real-world evidence has the potential to improve regulatory submissions, underscoring the urgency for sponsors to integrate RWE more strategically into their regulatory playbooks.

Glowing jellyfish close-up in the aquarium blue color.
Blogs
Three Recognitions, One Mission: Accelerating Innovation Across the Global Healthcare Ecosystem

As 2025 wraps up, the TriNetX team is reflecting on a year of milestones, among them, being named to The Healthcare Technology Report’s Top 50 Healthcare Technology Companies list this November.

Macro image of mushroom
Blogs
From Real-World Data to Virtual Twins: Building the Next Generation of Precision-Medicine Tools

Chimeric antigen receptor (CAR) T-cell therapy is among the most promising breakthroughs in modern oncology. By genetically engineering a patient’s T lymphocytes to recognize and destroy cancer cells, CAR T-cell therapy has redefined what is possible in adoptive cellular immunotherapy.

Survey Confirms: RWD and AI Are Now Mission-Critical Infrastructure for Biotechs
Blogs
Survey Confirms: RWD and AI Are Now Mission-Critical Infrastructure for Biotechs

To succeed, biotechs are rethinking how clinical research gets done. RWD, AI, and patient-centric strategies are no longer experimental; they’re emerging as the core toolkit for companies determined to accelerate progress while controlling risk.

External Control Arms: What’s Now, What’s Next, and What Truly Matters to Patients
Blogs
External Control Arms: What’s Now, What’s Next, and What Truly Matters to Patients

The recent ISPOR Europe 2025 conference, held under the inspiring theme ‘Powering Value and Access Through Patient-Centered Collaboration

image of leaf with water droplets
Blogs
Unlocking the Power of Real-World Data in Rare Disease Research

I recently had the opportunity to sit down with Danny Levine for an episode of his RARECast podcast  to discuss something I’m deeply passionate about: how real-world data (RWD) is transforming the landscape of rare disease research.

Breaking Down the Language Barrier in Real-World Data
Blogs
Breaking Down the Language Barrier in Real-World Data

At the recent SCOPE Europe conference, I spoke about a fundamental shift redefining the future of clinical research.

Unlocking the Future of Clinical Trials: Real-World Data, AI, and the Road to 2050
Blogs
Unlocking the Future of Clinical Trials: Real-World Data, AI, and the Road to 2050

When we think about the future of clinical research, it’s easy to picture gleaming technology, seamless data flows, and a world where trials are faster, smarter, and more inclusive. But let’s be honest. We’re not there yet. 

Macro image
Blogs
TriNetX LIVE™ Named Best of Show Finalist at SCOPE Europe: Transforming Clinical Trial Site Selection Through Data-Driven Intelligence

We’re proud to announce that our TriNetX LIVE™ platform was recognized as a Best of Show Finalist at the SCOPE Europe conference.

Proof in Publications – The Most Cited. The Most Trusted. TriNetX Real-World Data
Blogs
Proof in Publications – The Most Cited. The Most Trusted. TriNetX Real-World Data

Discover why TriNetX is the most-cited EHR dataset in peer-reviewed publications. Explore how our high-quality real-world data (RWD) powers high-impact research in top-tier medical journals and drives global breakthroughs in real-world evidence.

Clinical Trial Optimization: Key Strategies for Protocol Feasibility and Site Selection
Blogs
Clinical Trial Optimization: Key Strategies for Protocol Feasibility and Site Selection

Clinical trials are the cornerstone of medical advancements, playing a pivotal role in the development of new treatments, interventions and understanding of diseases.

Putting Patients First: A Conversation with Ora on the Future of Clinical Trials
Blogs
Putting Patients First: A Conversation with Ora on the Future of Clinical Trials

In my role at TriNetX, I have the privilege of engaging with leaders across the clinical research landscape who are challenging the status quo and pushing us toward a more inclusive, tech-enabled, and patient-first future.

Inclusion Is the New Standard: Biopharma’s Push for More Representative Clinical Trials
Blogs
Inclusion Is the New Standard: Biopharma’s Push for More Representative Clinical Trials

As clinical trials evolve, one thing is certain: representativeness is no longer a nice-to-have; it’s a non-negotiable. The data are clear. In the 2025 TriNetX and studioID survey of 150 senior biopharma executives, 84% reported ramping up efforts to improve representativeness and accessibility in clinical research over the past few years.

ISPE to Impact: Shaping the Next Era of Pharmacoepidemiology with Real-World Data
Blogs
ISPE to Impact: Shaping the Next Era of Pharmacoepidemiology with Real-World Data

Reflecting on the discussions from this year’s International Society for Pharmacoepidemiology (ISPE) Annual Meeting and looking ahead to the future of the field, I’m struck by the steady but significant evolution pharmacoepidemiology is undergoing driven in large part by innovations in real-world data (RWD).

yellow mushroom
Blogs
From Buzz to Breakthrough: How Biopharma Is Embedding Real-World Data into Drug Development

In just a few years, real-world data (RWD) has evolved from an industry buzzword to a core driver of progress in drug development. What used to be experimental is now operational and increasingly essential. In the 2025 TriNetX and studioID survey of 150 senior biopharma executives, more than three-quarters said their organizations are already applying RWD across some part of the drug development lifecycle. We’re clearly well beyond the pilot phase.

From Protocol Design to Execution: How Real-World Data Accelerates Clinical Trial Completion
Blogs
From Protocol Design to Execution: How Real-World Data Accelerates Clinical Trial Completion

Clinical trials often falter at the final stretch—when it’s time to execute. It’s here that well-intentioned protocols meet real-world complexity, where timelines can slip, costs may surge, and outcomes could fall short of expectations.

Nature background, abstract water drops macro.
Blogs
Cracking the Code on the Last Mile: A Three-Step Process for Clinical Trial Success

In the high-stakes world of clinical research, innovation doesn’t just happen in the lab; it must cross the clinical trial finish line of regulatory submission. Yet for many sponsors, sites, and researchers, patient recruitment—or the “last mile”—remains a costly bottleneck where recruitment can lag, site enrollment can underperform, and promising treatments never receive approval.

Beyond ISPOR 2025: Shaping the Next Chapter of HEOR
Blogs
Beyond ISPOR 2025: Shaping the Next Chapter of HEOR

Fresh from the dynamic and idea-rich environment of ISPOR 2025, the premier global conference on health economics and outcomes research (HEOR), one message emerged loud and clear: innovation is rapidly reshaping the HEOR landscape, yet foundational challenges remain that require renewed attention and action. 

Glowing jellyfish close-up in the aquarium blue color.
Blogs
Five Game-Changing Trends: How Real-World Data Is Impacting Clinical Research

Clinical trials are being reinvented by real-world data (RWD). In 2025, data-driven strategies won’t just complement trial design—they’ll define it. From protocol optimization to accelerated site identification, data is the new compass guiding clinical innovation

Image of a green flower
Blogs
Real-World Data and Artificial Intelligence: Solving Key Clinical Trial Challenges

The result? Higher costs, longer timelines, and compromised outcomes. The need to solve these critical challenges has never been more urgent.

Macro image
Blogs
RFK Jr.’s HHS Agenda: What Investigations into Antidepressants and Childhood Vaccines Mean for Pharma and Public Health

With Robert F. Kennedy Jr. now at the helm of the Department of Health and Human Services (HHS), his recent speech to agency staff marked the beginning of what could be a seismic shift in U.S. healthcare policy. Among his key initiatives: launching investigations into whether antidepressants and the childhood vaccine schedule are contributing to chronic diseases. 

No More Data Silos: How TriNetX Uses Real-World Data to Pinpoint the Best Clinical Trial Sites
Blogs
No More Data Silos: How TriNetX Uses Real-World Data to Pinpoint the Best Clinical Trial Sites

Combining disparate data sources to inform clinical trial site selection has long been a complex challenge. Inconsistent site naming, differences in the definition of a site, and a lack of potential patient counts, among other obstacles, have made it difficult for sponsors to pinpoint optimal sites.  

Unlock the Power of Harmonized Global Real-World Data: 5 Reasons to Partner with TriNetX
Blogs
Unlock the Power of Harmonized Global Real-World Data: 5 Reasons to Partner with TriNetX

Real-world data (RWD) and the real-world evidence (RWE) derived from analysis of the data are a cornerstone of clinical advancements in today’s fast-paced research environment

Rewriting the Rules of Clinical Research with Real-World Data: 5 Shifts You Can’t Afford to Ignore
Blogs
Rewriting the Rules of Clinical Research with Real-World Data: 5 Shifts You Can’t Afford to Ignore

The healthcare and clinical research industries are undergoing a seismic shift. Rapid advancements in real-world data (RWD), artificial intelligence (AI), and patient-centric approaches are rewriting the playbook for clinical trials and treatment development. The future of healthcare is here, and organizations that embrace these changes will be at the forefront of innovation. 

Macro image
Blogs
Artificial Intelligence and Real-World Data: Speeding Up Drug Development Like Never Before

Clinical trials are vital to drug development but often face challenges such as slow patient recruitment, high costs, and suboptimal trial designs. Today, artificial intelligence (AI) and real-world data (RWD) are transforming this process by optimizing trial protocols, enhancing recruitment, and accelerating timelines.  

Diversity in Clinical Trials: The Ethical and Scientific Imperative to Bridge Health Disparities
Blogs
Diversity in Clinical Trials: The Ethical and Scientific Imperative to Bridge Health Disparities

In the evolving landscape of clinical research, the era of one-size-fits-all clinical trials is firmly behind us. Regulatory bodies and industry leaders alike recognize the necessity of diverse representation in trials to ensure that medical treatments are effective for all populations.

Advancing Multiple Myeloma Care: Insights from a Decade of Real-World Data in Europe
Blogs
Advancing Multiple Myeloma Care: Insights from a Decade of Real-World Data in Europe

Multiple myeloma (MM) is a rare and complex blood cancer that affects plasma cells in the bone marrow. These malignant cells accumulate and interfere with normal blood cell production, leading to complications such as anemia, kidney dysfunction, bone lesions, and increased susceptibility to infections.

Digital Waiting Rooms: Powering the Last Mile of Clinical Research with Real-World Data and Artificial Intelligence
Blogs
Digital Waiting Rooms: Powering the Last Mile of Clinical Research with Real-World Data and Artificial Intelligence

The integration of digital technology is transforming clinical research, improving the efficiency of trial design and execution. A key innovation in this space is the digital waiting room, which leverages real-world data (RWD) and artificial intelligence (AI) to enhance the critical “last mile” of a trial—when sites are activated, and patient recruitment begins. 

Breaking Down SCOPE 2025: What’s Next for Clinical Trials?
Blogs
Breaking Down SCOPE 2025: What’s Next for Clinical Trials?

SCOPE 2025, held from February 3-6 in Orlando, Florida, brought together over 4,500 leaders in clinical operations and research to discuss the latest advancements in clinical trial innovation, planning, management, and operations

The Impact of Responsible AI on Healthcare: Challenges and Opportunities Ahead
Blogs
The Impact of Responsible AI on Healthcare: Challenges and Opportunities Ahead

In a rapidly evolving healthcare landscape, artificial intelligence (AI) is emerging as a transformative force in drug development and clinical research. With the average cost of bringing a new drug to market soaring to $1.3 billion and a low probability of success, the stakes for innovation have never been higher.

Monitoring Potential Adverse Drug Events: Why Real-World Data is Key to Drug Safety
Blogs
Monitoring Potential Adverse Drug Events: Why Real-World Data is Key to Drug Safety

Adverse Drug Events (ADEs) or Adverse Drug Reactions (ADRs) continue to be a concern both in new and existing medicines. According to Medication Safety Data published by the U.S. Centers for Disease Control and Prevention (CDC), ADEs cause more than 1.5 million emergency department (ED) visits each year and nearly 500,000 patients are hospitalized after these ED visits

Real-World Data: Opening New Doors in Oncology Research and Patient Care
Blogs
Real-World Data: Opening New Doors in Oncology Research and Patient Care

In the dynamic world of healthcare, real-world data (RWD) and the real-world evidence (RWE) derived from it stand as a crucial pillar for informed insights and actions.

SCOPE 2025: Putting Patients at the Heart of Research
Blogs
SCOPE 2025: Putting Patients at the Heart of Research

Clinical trials are the bedrock of medical advancement, but they often grapple with a persistent challenge: ensuring diverse and representative participation. This issue isn’t just a matter of ethics—it’s crucial for delivering effective, equitable healthcare solutions.   

Revolutionizing Research and Clinical Trials: Innovating Today for a Healthier Tomorrow
Blogs
Revolutionizing Research and Clinical Trials: Innovating Today for a Healthier Tomorrow

In an era defined by rapid advancements in technology and science, healthcare research and clinical trials are undergoing a transformative shift. At the heart of this revolution is data—vast, diverse, and ever-growing—and the collaborative efforts of stakeholders across the healthcare ecosystem.

close up image of dragonfly wings
Blogs
Driving Change in Cancer Care: How Real-World Evidence is Revolutionizing Health Technology Assessments and Regulatory Standards

The use of real-world evidence (RWE) in regulatory decision-making and health technology assessments (HTA) is gaining traction, particularly in the evolving landscape of oncology pharmacotherapeutics in Europe where navigating the drug approval and market access processes is becoming more complex.

With new diversity guidance, EHR data plus AI will be critical
Blogs
With new diversity guidance, EHR data plus AI will be critical

In June 2024, the U.S. Food and Drug Administration (FDA) issued draft guidance outlining the need for “Diversity Action Plans” as a way for clinical trial sponsors to demonstrate their consideration toward trial representation

Optimizing Cancer Clinical Trials with External Control Arms
Blogs
Optimizing Cancer Clinical Trials with External Control Arms

Cancer clinical trials have long been the cornerstone of advancements in oncology, guiding the development of new therapies and improving patient outcomes.

yellow mushroom
Blogs
Pharmacovigilance Reimagined: How Real-World Data, AI, and Regulatory Changes Are Shaping the Future
Abstract image containing grey, blue and white colours
Blogs
Is Your Real-World Data Research-Ready?

Pharmacoepidemiology, the study of the use and effects of drugs in large populations, has seen a significant evolution with the increasing availability of real-world data (RWD)

close up image of dragonfly wings
Blogs
Turning Clinical Trial Site Selection on its Head: A Bold New Approach

The landscape of clinical trials is evolving, and with it, the approach to site selection. A more patient-centric model is emerging, which flips the traditional process on its head.  

The Future of Oncology Research in Europe: Integrating Real-World Evidence into Joint Clinical Assessments
Blogs
The Future of Oncology Research in Europe: Integrating Real-World Evidence into Joint Clinical Assessments

The global healthcare landscape is rapidly evolving, driven by advancements in technology, changes in regulatory frameworks, and an increased focus on patient-centered care.

From Informative to Transformative: How Real-World Data is Fueling Healthcare Innovation
Blogs
From Informative to Transformative: How Real-World Data is Fueling Healthcare Innovation

Gadi Lachman, President and CEO of TriNetX, discussed the profound impact RWD is having on the healthcare industry in a Crossroads by Alantra podcast episode — Unlocking the Power of Real-World Data — released earlier this month.

Equity in Action: Data-Driven Strategies to Advance Diversity in Clinical Trials
Blogs
Equity in Action: Data-Driven Strategies to Advance Diversity in Clinical Trials

“Diversity in clinical trials” is undoubtedly one of the hottest topics in the healthcare industry today and with good reason. Underrepresentation in clinical trials can have significant and wide-ranging consequences

Micro image of an icy area
Blogs
Harnessing Real-World Data to Revolutionize Chronic Lymphocytic Leukemia Research

Chronic Lymphocytic Leukemia (CLL), a type of slow-growing cancer of the blood and bone marrow, accounts for 25-30 percent of all leukemia in the Western world and is the most common type of leukemia in adults, with over 100,000 new global incidence cases and over 40,000 death cases reported globally in 2019. 

Real-World Data and Real-World Evidence: Shaping Global Regulatory Practices
Blogs
Real-World Data and Real-World Evidence: Shaping Global Regulatory Practices

This infographic blog post is derived from the recent article by Jeffrey Brown, PhD, The Role of RWD and RWE in Shaping Global Regulatory Practices, published in the June 2024 issue of DIA Global Forum.

Network Spotlight: University Medical Center Schleswig-Holstein (UKSH)
Blogs
Network Spotlight: University Medical Center Schleswig-Holstein (UKSH)

In the ever-evolving landscape of healthcare, collaboration isn’t just beneficial; it’s essential. TriNetX is proud to partner with our network to advance healthcare through rigorous research, innovation, and a deep dedication to improving patient outcomes. Today, we are honored to recognize the University Medical Center Schleswig-Holstein (UKSH).

Real-World Data To Improve Clinical Trial Design
Blogs
Real-World Data To Improve Clinical Trial Design

Many clinical trials struggle to enroll patients, hindering meaningful results and delaying the delivery of therapies to patients. Real-world data (RWD) addresses this by overcoming barriers such as overly strict enrollment criteria and disconnects between research design and patients’ lived experiences.

micro image of purple flower
Blogs
The Growing Influence of Real-World Data and Evidence

Some of the most prominent and visible roles of real-world data (RWD) and real-world evidence (RWE) are regulatory and clinical decision-making and disease research. However, RWD and RWE have been growing in influence in many other areas of healthcare and in regions all over the world.

Lily flower macro view with water drop
Blogs
Growing Need for Diversity in Clinical Trials

Earlier this year, the FDA rejected an application for a new cancer drug because it was based on a trial conducted in China, and the agency ruled it did not represent the U.S. population.

Meet