An odds ratio is simply the ratio of two sets of odds Increasing the odds ratio while holding a base odds constant corresponds to increasing the other odds, but may or may not be similar to the relative change in probability You may also want to ponder the difference between hazard and probability (see my earlier discussion where I make mention of handwaving;What does a relative risk of 25 mean? Studying Studies Part I Relative Risk Vs Absolute Risk Peter Attia from peterattiamdcom Is odds ratio a measure of risk?
Pdf What S The Risk Differentiating Risk Ratios Odds Ratios And Hazard Ratios Semantic Scholar