Risk is often discussed in the context of trading outcomes, but it also plays a role in research design. This article focuses on how risk awareness informs framework construction and interpretation.
We explore how assumptions about volatility, drawdowns, and regime exposure influence research conclusions. Emphasis is placed on understanding uncertainty rather than attempting to eliminate it.
Incorporating risk thinking early improves both research quality and communication.





