This infographic explores the advantage of external control arms using real-world data.

As clinical research gets more costly, time-intensive and advanced, stakeholders are looking for ways to innovate more efficiently, effectively and ethically. External control arms using real-world data (RWD) offer a strong advantage. But there are important considerations when building study controls from the real world. These include FDA guidance and types of control arms such as historical controls, concurrent controls, and even ‘digital twins’ that can simulate control records with predictive modeling.

What else should your team be considering if they are looking into using RWD in an external control arm?

Get the infographic to learn about the best approach to RWD-based external controls. You’ll learn:

• How using external control arms can benefit clinical trials.
• The role of RWD for a more diverse and representative control arm.
• What the FDA looks for when sponsors use RWD in external control arms.
• How to find the right RWD for an external control arm.

Email security is a tremendously interesting sector: while it has been around since the early days of networking, it now sits at the border between security and “the business”: criminals and other attackers have found ways to profit from exploiting flaws in email security without those flaws being necessarily “technical” in nature.

Organizations across the world today are looking to streamline their business operations, so they can offer better employee and customer experiences, enhance operational efficiency, and make better decisions. But all along, the common problems of implementing independent or isolated enterprise systems have restricted businesses from driving true and long-term value. Although each of these systems allows them to achieve a decent set of objectives, the siloed nature makes it difficult for organizations to get a unified birds-eye view of their business.

The global data protection market continues to grow, but how exactly are companies adapting for modern data protection in the face of ransomware and hybrid clouds? In this new research report, 1,200 business and IT leaders were surveyed on their IT and data protection strategies, including their plans for 2024 and beyond. Download the 2024 Data Protection Trends report to learn about: Macro trends in data protection Cyberattacks and other outages Cloud considerations and hybrid cloud environments And more!