Is science too risk-averse?
Many leading science funders have a stated goal of supporting ambitious, “high-risk, high-reward” research, or at least specific programs dedicated to that cause — to give a few examples: “ARIA was built to… go after ideas that may seem far-fetched, but could unlock world-changing capabilities,” “[ARPA-H] provides leadership for high-risk, high-reward biomedical and health research,” “[VolkswagenStiftung] supports groundbreaking and risky research ideas,” and “NSF’s commitment to fund high-risk, high-reward ideas strengthens the U.S. economy...” At the same time, there is relatively widespread concern in the metascience community that science is becoming too risk-averse, conservative, and incremental, and there is growing research evidence to back up the case. What gives? Part of the answer is institutional: Franzoni and Stephan argue that standard review processes, regardless of stated goals, are not structured to properly evaluate risk; and Azoulay and Greenblatt find that risky NIH grants are indeed renewed at lower rates, especially for novel research areas and new investigators. But incentives for/against risk are also social and individual: risk aversion can be rational at the level of the individual scientist, even if it’s collectively suboptimal. So is the scientific enterprise too risk-averse? This week Johns Hopkins hosted a debate on exactly this question, with Tyler Cowen and Brandon Ogbunu arguing for, and Kate Biberdorf and Sethuraman Panchanathan arguing against. In the end, the “too risk-averse” side won more converts among audience members, but both sides agreed that expanding support for science is one of the most important levers the enterprise could pull to increase innovation.
- https://www.theatlantic.com/science/archive/2018/11/diminishing-returns-science/575665/
- https://www.theatlantic.com/ideas/archive/2021/11/grants-american-scientific-revolution/620609/
- https://www.newthingsunderthesun.com/pub/41nqfjgh/release/3
- https://www.newthingsunderthesun.com/pub/rogqzrma/release/17
- https://www.nber.org/papers/w33495
- https://www.sciencedirect.com/science/article/abs/pii/S004873332200227X
- https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3002750
- https://www.science.org/content/article/scienceadviser-scientific-enterprise-too-risk-averse#scienceprudence