R&D Efficiency Big Pharma Overview

With eyesON R&D Efficiency: Big Pharma Overview, explore the innovation efficacy of leading publicly traded pharma companies

R&D efficiency DVP

R&D Efficiency: Big Pharma Overview is an interactive data visualization tool that tracks the relationship between R&D spending and the FDA-approved New Molecular Entities (NMEs) and Biologic License Applications (BLAs), offering comprehensive insights into each company’s R&D Return on Investment.

Designed to dissect the intricate dance between Research and Development (R&D) spending and the coveted FDA-approved New Molecular Entities (NMEs) and Biologic License Applications (BLAs), our application unveils the nuanced realm of R&D Return on Investment (ROI). As you delve into the data, a panoramic view of each major pharmaceutical company’s innovation landscape unfolds, offering a rare glimpse into the correlation between strategic investments and groundbreaking regulatory successes.

Whether you’re an industry insider seeking to refine R&D strategies or an enthusiast keen on deciphering the code behind pharmaceutical triumphs, our app invites you to unravel the untold stories hidden within the intersection of R&D expenditure and regulatory triumphs. Experience a new era of pharmaceutical insights, where data becomes the catalyst for informed decisions and strategic advancements.


The basis for the R&D Efficiency: Big Pharma Overview data visualization tool is the publicly available financial data collected from sec.gov and gurufocus.com, while the data on number of FDA approved NMEs and BLAs were retrieved from fda.gov database, ensuring up-to-date information.

Detailed information about the data used, methods of data extraction and scientific methods used in the analysis, you can find in the Data Definition tab of the app.

eyesON series

R&D Efficiency: Big Pharma Overview Data Visualizer is just one of the visualizers in Cyntegrity’s eyesON series of interactive data visualizers. We envision this series as a way our company can give back to the clinical research community. By utilizing our data processing skills and clinical research expertise, we try to come up with useful data visualization tool that our industry peers can freely use to conveniently access the clinical industry insights.

Interested in other Cyntegrity interactive data visualizers? Check them out here.

Our Commitment to Innovation and Personal Growth

We are dedicated to providing innovative solutions that help our clients make the most of their data. One of our latest offerings is the Cyntegrity eyesON apps, which provide visual aids to help users efficiently and effectively understand the significance of data. The development of these apps brings cross-functional team members together, and it serves as an exercise to challenge our internal talents and drive personal growth.

We believe in continuous improvement, and commit to fostering an environment where our team members can develop new skills and grow both professionally and personally. These projects are a crucial part of our strategy for investing in our human capital, and we are proud of the results we have achieved so far.