In 1820, Adair was elected governor of a Kentucky that was hit hard by the 1819 financial crisis and subsequent economic downturn.
Nel 1820 Adair fu eletto ottavo governatore di un Kentucky colpito duramente dal panico del 1819 e dalla conseguente recessione economica.