Knowledge Center


Harnessing AI for more efficient clinical trials
Explore how AI is transforming clinical trials, from accelerating data analysis to predicting trial outcomes.

Latest Blogs


From the Congress floor to the dinner table: A Week in Washington that reminded me why this work matters
There's a particular kind of energy at the World Vaccine Congress that's hard to describe unless you've been in it. Hundreds of scientists, executives, policymakers, pharma leaders, CRO teams, and site networks, all in one convention centre, all sitting with the same fundamental tension. We know how to make vaccines that save lives. So why does getting them to patients still take so long?
I spent three days in Washington this week as part of the Medable team. Washington in late March meant that the cherry blossoms were just past their peak but still stunning, and catching them along the Tidal Basin between sessions was one of those small, unexpected gifts that a busy conference week doesn't always make room for.
For the conference, I came in with a clear intention. I wanted to reconnect with partners I respect, listen more than I talk, and have honest conversations about where this industry is and where it needs to go. What I didn't fully anticipate was how much the week would reinforce something I already believed but needed reminding of.
The urgency is real. And it's shared.


eCOA standards and KPIs to include in your next RFI
According to Gartner, a request for information, or a request for proposal, is defined as “both the process and documentation used in soliciting bids for potential business or IT solutions required by an enterprise or government agency. The RFI document typically outlines a statement of requirements (SOR) to be met by prospective respondents wishing to make a bid to deliver the required solutions. It might cover products and/or services to meet the given requirements.”
Yet, for anyone entering into a long-term business agreement, a well-written RFI can do so much more than just assess and collect vendor capabilities.
For the last decade, Medable has been transforming the capabilities of organizations across clinical research using the latest in new technologies. In this time, we’ve learned the best RFIs are able to define what success looks like, create alignment on measurable outcomes, and establish accountability on roles and responsibilities well before a contract is ever signed. When done correctly, it becomes a decision-making framework that offers clear vision to both organizations.
Recently, Medable received two RFIs around eCOA from top pharmaceutical organizations. They stood out to us because they were structured around performance, not promises, a distinction that makes all the difference.


Paper COAs in 2026? It’s not “cheaper,” it’s riskier
eCOA’s time has come. The market is currently estimated to be worth $2.3 billion, with projections showing it reaching nearly $5 billion by 2030. Despite this, paper still plays a prominent role for some clinical trials today.
At first glance, paper may seem simple and familiar, even economical. However, in today’s regulatory and operational environment, paper COAs are not a risk averse choice when held to the standards of what sponsors, CROs, and regulators are looking for trial data to prove.
White papers, Case studies & reports


ICON and Medable drive 85% eConsent adoption in U.S. menopause study
How do you drive adoption in a complex women’s health study? See how ICON and Medable reached 85% eConsent uptake across 1,200+ participants with a smarter, site-first approach.


Medable oncology solutions
Discover how Medable’s AI-powered oncology platform simplifies complex cancer trials by integrating eCOA, ePRO, and eConsent solutions—reducing trial time, improving patient retention, and enhancing data quality for faster, more efficient research.


Driving a high-adherence LTFU trial without an EDC
Learn how Medable is powering a decade-long, global long-term follow-up (LTFU) obesity study, achieving an impressive 97% patient retention rate without using a traditional EDC system all while delivering a compliant, scalable, and cost-efficient solution.
On-Demand Webinars


Harnessing AI for more efficient clinical trials
Explore how AI is transforming clinical trials, from accelerating data analysis to predicting trial outcomes.


If patients withdraw, critical data Is lost: Rethinking long-term follow-up in C> Trials
This session explores a digital-first approach to long-term follow-up designed to sustain participant engagement, reduce attrition, and maintain scientific and regulatory rigor for cell and gene therapies.

Real-world oncology: The eCOA for restored control and quality science
Medable showcases the end-to-end eCOA workflow from both the patient and site perspective during an active oncology study, highlighting real-time symptom reporting, episodic event capture, and a preview of the PI Summary Agent.
Scientific Research

Assessing the financial value of decentralized clinical trials
Deployment of remote and virtual clinical trial methods and technologies, referred to collectively as decentralized clinical trials (DCTs), represents a profound shift in clinical trial practice. To our knowledge, a comprehensive assessment of the financial net benefits of DCTs has not been conducted

Development of a mobile health app (TOGETHERCare) to reduce cancer care partner burden: Product design study
Research looking at mobile apps and how they may provide a meaningful access point for all stakeholders for symptom management.
Guides


eCOA vs ePRO: Understanding the differences in clinical trials
Digital data capture has become essential to modern clinical research. Sponsors and research organizations increasingly rely on electronic outcome assessment tools to collect high quality patient data, reduce manual errors, and improve regulatory compliance.
Two terms appear frequently in this space: eCOA (electronic Clinical Outcome Assessment) and ePRO (electronic Patient Reported Outcome).
These terms are closely related. However, they are not interchangeable.


Common missteps when deploying eCOAs in clinical trials
Sometimes when teams deploy eCOA (electronic Clinical Outcome Assessment) in clinical trials, challenges can arise with operational planning, protocol design decisions, or workflow alignment. Below are some of the most common missteps observed across sponsors, CROs, and investigative sites.
1. Treating eCOA as a late-stage add-on
Many teams wait until protocol finalization or even after startup to plan eCOA implementation.
Why this causes problems
- Instrument licensing or translations may not be ready
- Build timelines get compressed
- Protocol schedules may not align with electronic workflows
Best practice
Plan eCOA during protocol design, especially when selecting instruments and defining visit schedules.


How to successfully transition from paper COAs to eCOA
Electronic clinical outcome assessment (eCOA) systems have reshaped how patient-reported outcome measures are collected and managed in clinical trials. Clinical operations leaders are under more pressure than ever to ensure that the migration from legacy paper instruments to digital platforms not only improves trial efficiency but also preserves data integrity, supports regulatory acceptance, and enhances participant experience.
The transition from paper to electronic capture represents a paradigm shift toward more efficient, accessible, and reliable data collection. Done well, eCOA strengthens evidence generation while reducing burden for participants and sites alike. Done poorly, it risks measurement bias, loss of comparability, and regulatory challenges.
In this article, clinical operations leaders will find evidence-based best practices for migrating and implementing patient-reported measures as part of eCOA strategies. These recommendations are rooted in published industry guidance and emerging scientific consensus, and they reflect the evolving landscape of digital assessment technologies.


