32.4 Disadvantages of SCM

  1. Interpretability of Weights: It can be difficult to justify the exact weights assigned to control units.
  2. Strong Assumptions: Assumes the counterfactual outcome of the treated unit can be expressed as a linear combination of control units.
  3. Limited in Small Samples: Requires a large set of pre-treatment periods and a sufficiently large donor pool.