Hypothetical scenario analysis involves creating scenarios that may not have occurred historically. A key disadvantage is that it may incorrectly specify correlation assumptions - how different assets will co-move under stress conditions. This can lead to inaccurate risk assessments if the assumed relationships don't hold in reality.