According to an analysis conducted by BioWorld of the fourth-quarter and year-end 2019 financial reports filed by the top 100 public biopharmaceutical companies ranked by market cap, and excluding big pharma companies, the amount that was invested in research and development (R&D) during the year increased 35% compared to the same period in 2018.