Summary: We compute the exact finite temperature effective action in a \((0 + 1)\)-dimensional field theory containing a topological Chern-Simons term, which has many features in common with \((2 + 1)\)-dimensional Chern-Simons theories. This exact result explains the origin and meaning of puzzling temperature dependent coefficients found in various naive perturbative computations in the higher dimensional models.